From d2d2c889215da5bec701dd51623cf9c8a1353114 Mon Sep 17 00:00:00 2001
From: Jaideep Rao <jrao@redhat.com>
Date: Fri, 7 Nov 2025 23:42:28 +0530
Subject: [PATCH] feat: add support for tool_choice to repsponses api

Signed-off-by: Jaideep Rao <jrao@redhat.com>
---
 client-sdks/stainless/openapi.yml             |   336 +
 docs/static/deprecated-llama-stack-spec.html  | 14419 ++++++++++++
 docs/static/deprecated-llama-stack-spec.yaml  |   336 +
 .../static/experimental-llama-stack-spec.yaml |   304 +
 docs/static/llama-stack-spec.html             | 14231 ++++++++++++
 docs/static/llama-stack-spec.yaml             |   336 +
 docs/static/stainless-llama-stack-spec.html   | 18929 ++++++++++++++++
 docs/static/stainless-llama-stack-spec.yaml   |   336 +
 .../inline/agents/meta_reference/agents.py    |     3 +
 .../responses/openai_responses.py             |     5 +
 .../meta_reference/responses/streaming.py     |   154 +
 .../agents/meta_reference/responses/types.py  |     7 +-
 .../agents/meta_reference/responses/utils.py  |    25 +
 src/llama_stack_api/__init__.py               |    26 +
 src/llama_stack_api/agents.py                 |     2 +
 src/llama_stack_api/inference.py              |    70 +
 src/llama_stack_api/openai_responses.py       |    95 +
 17 files changed, 49613 insertions(+), 1 deletion(-)
 create mode 100644 docs/static/deprecated-llama-stack-spec.html
 create mode 100644 docs/static/llama-stack-spec.html
 create mode 100644 docs/static/stainless-llama-stack-spec.html

diff --git a/client-sdks/stainless/openapi.yml b/client-sdks/stainless/openapi.yml
index 51607d92d..632043fbc 100644
--- a/client-sdks/stainless/openapi.yml
+++ b/client-sdks/stainless/openapi.yml
@@ -6784,6 +6784,38 @@ components:
               title: OpenAIResponseInputToolWebSearch | ... (4 variants)
             type: array
           - type: 'null'
+        tool_choice:
+          anyOf:
+          - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
+            title: OpenAIResponseInputToolChoiceMode
+          - oneOf:
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+              title: OpenAIResponseInputToolChoiceAllowedTools
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+              title: OpenAIResponseInputToolChoiceFileSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+              title: OpenAIResponseInputToolChoiceWebSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+              title: OpenAIResponseInputToolChoiceFunctionTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+              title: OpenAIResponseInputToolChoiceMCPTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+              title: OpenAIResponseInputToolChoiceCustomTool
+            discriminator:
+              propertyName: type
+              mapping:
+                allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+                custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+                file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+                function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+                mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+                web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
+          - type: 'null'
+          title: OpenAIResponseInputToolChoiceMode
         truncation:
           anyOf:
           - type: string
@@ -7171,6 +7203,38 @@ components:
             title: OpenAIResponseText
           - type: 'null'
           title: OpenAIResponseText
+        tool_choice:
+          anyOf:
+          - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
+            title: OpenAIResponseInputToolChoiceMode
+          - oneOf:
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+              title: OpenAIResponseInputToolChoiceAllowedTools
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+              title: OpenAIResponseInputToolChoiceFileSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+              title: OpenAIResponseInputToolChoiceWebSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+              title: OpenAIResponseInputToolChoiceFunctionTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+              title: OpenAIResponseInputToolChoiceMCPTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+              title: OpenAIResponseInputToolChoiceCustomTool
+            discriminator:
+              propertyName: type
+              mapping:
+                allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+                custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+                file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+                function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+                mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+                web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
+          - type: 'null'
+          title: OpenAIResponseInputToolChoiceMode
         tools:
           anyOf:
           - items:
@@ -7330,6 +7394,38 @@ components:
               title: OpenAIResponseInputToolWebSearch | ... (4 variants)
             type: array
           - type: 'null'
+        tool_choice:
+          anyOf:
+          - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
+            title: OpenAIResponseInputToolChoiceMode
+          - oneOf:
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+              title: OpenAIResponseInputToolChoiceAllowedTools
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+              title: OpenAIResponseInputToolChoiceFileSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+              title: OpenAIResponseInputToolChoiceWebSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+              title: OpenAIResponseInputToolChoiceFunctionTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+              title: OpenAIResponseInputToolChoiceMCPTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+              title: OpenAIResponseInputToolChoiceCustomTool
+            discriminator:
+              propertyName: type
+              mapping:
+                allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+                custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+                file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+                function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+                mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+                web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
+          - type: 'null'
+          title: OpenAIResponseInputToolChoiceMode
         truncation:
           anyOf:
           - type: string
@@ -11803,6 +11899,121 @@ components:
       type: object
       title: OpenAIChatCompletionUsagePromptTokensDetails
       description: Token details for prompt tokens in OpenAI chat completion usage.
+    OpenAIResponseInputToolChoiceAllowedTools:
+      properties:
+        mode:
+          type: string
+          enum:
+          - auto
+          - required
+          title: Mode
+          default: auto
+        tools:
+          items:
+            additionalProperties:
+              type: string
+            type: object
+          type: array
+          title: Tools
+        type:
+          type: string
+          const: allowed_tools
+          title: Type
+          default: allowed_tools
+      type: object
+      required:
+      - tools
+      title: OpenAIResponseInputToolChoiceAllowedTools
+      description: Constrains the tools available to the model to a pre-defined set.
+    OpenAIResponseInputToolChoiceCustomTool:
+      properties:
+        type:
+          type: string
+          const: custom
+          title: Type
+          default: custom
+        name:
+          type: string
+          title: Name
+      type: object
+      required:
+      - name
+      title: OpenAIResponseInputToolChoiceCustomTool
+      description: Forces the model to call a custom tool.
+    OpenAIResponseInputToolChoiceFileSearch:
+      properties:
+        type:
+          type: string
+          const: file_search
+          title: Type
+          default: file_search
+      type: object
+      title: OpenAIResponseInputToolChoiceFileSearch
+      description: Indicates that the model should use file search to generate a response.
+    OpenAIResponseInputToolChoiceFunctionTool:
+      properties:
+        name:
+          type: string
+          title: Name
+        type:
+          type: string
+          const: function
+          title: Type
+          default: function
+      type: object
+      required:
+      - name
+      title: OpenAIResponseInputToolChoiceFunctionTool
+      description: Forces the model to call a specific function.
+    OpenAIResponseInputToolChoiceMCPTool:
+      properties:
+        server_label:
+          type: string
+          title: Server Label
+        type:
+          type: string
+          const: mcp
+          title: Type
+          default: mcp
+        name:
+          anyOf:
+          - type: string
+          - type: 'null'
+      type: object
+      required:
+      - server_label
+      title: OpenAIResponseInputToolChoiceMCPTool
+      description: Forces the model to call a specific tool on a remote MCP server
+    OpenAIResponseInputToolChoiceMode:
+      type: string
+      enum:
+      - auto
+      - required
+      - none
+      title: OpenAIResponseInputToolChoiceMode
+    OpenAIResponseInputToolChoiceWebSearch:
+      properties:
+        type:
+          title: Type
+          default: web_search
+          type: string
+          enum:
+          - web_search
+          - web_search_preview
+          - web_search_preview_2025_03_11
+          - web_search_2025_08_26
+        search_context_size:
+          anyOf:
+          - type: string
+            pattern: ^low|medium|high$
+          - type: 'null'
+          default: medium
+      type: object
+      title: OpenAIResponseInputToolChoiceWebSearch
+      description: |-
+        Indicates that the model should use web search to generate a response.
+
+        This is an alias for OpenAIResponseInputToolWebSearch used in tool_choice context.
     OpenAIResponseMessage-Input:
       properties:
         content:
@@ -12189,6 +12400,131 @@ components:
       - $ref: '#/components/schemas/GrammarResponseFormat'
         title: GrammarResponseFormat
       title: JsonSchemaResponseFormat | GrammarResponseFormat
+    AllowedToolsConfig:
+      properties:
+        tools:
+          items:
+            additionalProperties: true
+            type: object
+          title: Tools
+          type: array
+        mode:
+          enum:
+          - auto
+          - required
+          title: Mode
+          type: string
+      required:
+      - tools
+      - mode
+      title: AllowedToolsConfig
+      type: object
+    CustomToolConfig:
+      properties:
+        name:
+          title: Name
+          type: string
+      required:
+      - name
+      title: CustomToolConfig
+      type: object
+    FunctionToolConfig:
+      properties:
+        name:
+          title: Name
+          type: string
+      required:
+      - name
+      title: FunctionToolConfig
+      type: object
+    OpenAIChatCompletionToolChoiceAllowedTools:
+      description: Allowed tools response format for OpenAI-compatible chat completion requests.
+      properties:
+        type:
+          const: allowed_tools
+          default: allowed_tools
+          title: Type
+          type: string
+        allowed_tools:
+          $ref: '#/components/schemas/AllowedToolsConfig'
+      required:
+      - allowed_tools
+      title: OpenAIChatCompletionToolChoiceAllowedTools
+      type: object
+    OpenAIChatCompletionToolChoiceCustomTool:
+      description: Custom tool choice for OpenAI-compatible chat completion requests.
+      properties:
+        type:
+          const: custom
+          default: custom
+          title: Type
+          type: string
+        custom:
+          $ref: '#/components/schemas/CustomToolConfig'
+      required:
+      - custom
+      title: OpenAIChatCompletionToolChoiceCustomTool
+      type: object
+    OpenAIChatCompletionToolChoiceFunctionTool:
+      description: Function tool choice for OpenAI-compatible chat completion requests.
+      properties:
+        type:
+          const: function
+          default: function
+          title: Type
+          type: string
+        function:
+          $ref: '#/components/schemas/FunctionToolConfig'
+      required:
+      - function
+      title: OpenAIChatCompletionToolChoiceFunctionTool
+      type: object
+    OpenAIChatCompletionToolChoice:
+      discriminator:
+        mapping:
+          allowed_tools: '#/components/schemas/OpenAIChatCompletionToolChoiceAllowedTools'
+          custom: '#/components/schemas/OpenAIChatCompletionToolChoiceCustomTool'
+          function: '#/components/schemas/OpenAIChatCompletionToolChoiceFunctionTool'
+        propertyName: type
+      oneOf:
+      - $ref: '#/components/schemas/OpenAIChatCompletionToolChoiceAllowedTools'
+        title: OpenAIChatCompletionToolChoiceAllowedTools
+      - $ref: '#/components/schemas/OpenAIChatCompletionToolChoiceFunctionTool'
+        title: OpenAIChatCompletionToolChoiceFunctionTool
+      - $ref: '#/components/schemas/OpenAIChatCompletionToolChoiceCustomTool'
+        title: OpenAIChatCompletionToolChoiceCustomTool
+      title: OpenAIChatCompletionToolChoiceAllowedTools | OpenAIChatCompletionToolChoiceFunctionTool | OpenAIChatCompletionToolChoiceCustomTool
+    OpenAIResponseInputToolChoice:
+      anyOf:
+      - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
+        title: OpenAIResponseInputToolChoiceMode
+      - discriminator:
+          mapping:
+            allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+            custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+            file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+            function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+            mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+            web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+          propertyName: type
+        oneOf:
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+          title: OpenAIResponseInputToolChoiceAllowedTools
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+          title: OpenAIResponseInputToolChoiceFileSearch
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+          title: OpenAIResponseInputToolChoiceWebSearch
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+          title: OpenAIResponseInputToolChoiceFunctionTool
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+          title: OpenAIResponseInputToolChoiceMCPTool
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+          title: OpenAIResponseInputToolChoiceCustomTool
+        title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
+      title: OpenAIResponseInputToolChoiceMode
     OpenAIResponseContentPart:
       discriminator:
         mapping:
diff --git a/docs/static/deprecated-llama-stack-spec.html b/docs/static/deprecated-llama-stack-spec.html
new file mode 100644
index 000000000..d80415665
--- /dev/null
+++ b/docs/static/deprecated-llama-stack-spec.html
@@ -0,0 +1,14419 @@
+<!DOCTYPE html>
+<html>
+
+<head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1">
+    <title>OpenAPI specification</title>
+    <link href="https://fonts.googleapis.com/css?family=Montserrat:300,400,700|Roboto:300,400,700" rel="stylesheet">
+    <script type="module" src="https://cdn.jsdelivr.net/npm/@stoplight/elements/web-components.min.js"></script>
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@stoplight/elements/styles.min.css">
+    <style>
+        body {
+            margin: 0;
+            padding: 0;
+            height: 100vh;
+        }
+
+        elements-api {
+            height: 100%;
+        }
+    </style>
+</head>
+
+<body>
+    <elements-api id="openapi-container" router="hash" layout="sidebar" hideExport="true"
+        hideInternal="true"></elements-api>
+
+    <script>
+        document.addEventListener("DOMContentLoaded", function () {
+            const spec = {
+    "openapi": "3.1.0",
+    "info": {
+        "title": "Llama Stack Specification - Deprecated APIs",
+        "version": "v1",
+        "description": "This is the specification of the Llama Stack that provides\n                a set of endpoints and their corresponding interfaces that are tailored to\n                best leverage Llama Models.\n\n**⚠️ DEPRECATED**: Legacy APIs that may be removed in future versions. Use for migration reference only."
+    },
+    "servers": [
+        {
+            "url": "http://any-hosted-llama-stack.com"
+        }
+    ],
+    "paths": {
+        "/v1/agents": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A PaginatedResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/PaginatedResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "List all agents.",
+                "description": "List all agents.",
+                "parameters": [
+                    {
+                        "name": "start_index",
+                        "in": "query",
+                        "description": "The index to start the pagination from.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "The number of agents to return.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    }
+                ],
+                "deprecated": true
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "An AgentCreateResponse with the agent ID.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/AgentCreateResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Create an agent with the given configuration.",
+                "description": "Create an agent with the given configuration.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/CreateAgentRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/agents/{agent_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "An Agent of the agent.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Agent"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Describe an agent by its ID.",
+                "description": "Describe an agent by its ID.",
+                "parameters": [
+                    {
+                        "name": "agent_id",
+                        "in": "path",
+                        "description": "ID of the agent.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Delete an agent by its ID and its associated sessions and turns.",
+                "description": "Delete an agent by its ID and its associated sessions and turns.",
+                "parameters": [
+                    {
+                        "name": "agent_id",
+                        "in": "path",
+                        "description": "The ID of the agent to delete.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/agents/{agent_id}/session": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "An AgentSessionCreateResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/AgentSessionCreateResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Create a new session for an agent.",
+                "description": "Create a new session for an agent.",
+                "parameters": [
+                    {
+                        "name": "agent_id",
+                        "in": "path",
+                        "description": "The ID of the agent to create the session for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/CreateAgentSessionRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/agents/{agent_id}/session/{session_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A Session.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Session"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Retrieve an agent session by its ID.",
+                "description": "Retrieve an agent session by its ID.",
+                "parameters": [
+                    {
+                        "name": "session_id",
+                        "in": "path",
+                        "description": "The ID of the session to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "agent_id",
+                        "in": "path",
+                        "description": "The ID of the agent to get the session for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "turn_ids",
+                        "in": "query",
+                        "description": "(Optional) List of turn IDs to filter the session by.",
+                        "required": false,
+                        "schema": {
+                            "type": "array",
+                            "items": {
+                                "type": "string"
+                            }
+                        }
+                    }
+                ],
+                "deprecated": true
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Delete an agent session by its ID and its associated turns.",
+                "description": "Delete an agent session by its ID and its associated turns.",
+                "parameters": [
+                    {
+                        "name": "session_id",
+                        "in": "path",
+                        "description": "The ID of the session to delete.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "agent_id",
+                        "in": "path",
+                        "description": "The ID of the agent to delete the session for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/agents/{agent_id}/session/{session_id}/turn": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "If stream=False, returns a Turn object. If stream=True, returns an SSE event stream of AgentTurnResponseStreamChunk.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Turn"
+                                }
+                            },
+                            "text/event-stream": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/AgentTurnResponseStreamChunk"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Create a new turn for an agent.",
+                "description": "Create a new turn for an agent.",
+                "parameters": [
+                    {
+                        "name": "agent_id",
+                        "in": "path",
+                        "description": "The ID of the agent to create the turn for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "session_id",
+                        "in": "path",
+                        "description": "The ID of the session to create the turn for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/CreateAgentTurnRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/agents/{agent_id}/session/{session_id}/turn/{turn_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A Turn.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Turn"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Retrieve an agent turn by its ID.",
+                "description": "Retrieve an agent turn by its ID.",
+                "parameters": [
+                    {
+                        "name": "agent_id",
+                        "in": "path",
+                        "description": "The ID of the agent to get the turn for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "session_id",
+                        "in": "path",
+                        "description": "The ID of the session to get the turn for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "turn_id",
+                        "in": "path",
+                        "description": "The ID of the turn to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/agents/{agent_id}/session/{session_id}/turn/{turn_id}/resume": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A Turn object if stream is False, otherwise an AsyncIterator of AgentTurnResponseStreamChunk objects.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Turn"
+                                }
+                            },
+                            "text/event-stream": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/AgentTurnResponseStreamChunk"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Resume an agent turn with executed tool call responses.",
+                "description": "Resume an agent turn with executed tool call responses.\nWhen a Turn has the status `awaiting_input` due to pending input from client side tool calls, this endpoint can be used to submit the outputs from the tool calls once they are ready.",
+                "parameters": [
+                    {
+                        "name": "agent_id",
+                        "in": "path",
+                        "description": "The ID of the agent to resume.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "session_id",
+                        "in": "path",
+                        "description": "The ID of the session to resume.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "turn_id",
+                        "in": "path",
+                        "description": "The ID of the turn to resume.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/ResumeAgentTurnRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/agents/{agent_id}/session/{session_id}/turn/{turn_id}/step/{step_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "An AgentStepResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/AgentStepResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Retrieve an agent step by its ID.",
+                "description": "Retrieve an agent step by its ID.",
+                "parameters": [
+                    {
+                        "name": "agent_id",
+                        "in": "path",
+                        "description": "The ID of the agent to get the step for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "session_id",
+                        "in": "path",
+                        "description": "The ID of the session to get the step for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "turn_id",
+                        "in": "path",
+                        "description": "The ID of the turn to get the step for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "step_id",
+                        "in": "path",
+                        "description": "The ID of the step to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/agents/{agent_id}/sessions": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A PaginatedResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/PaginatedResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "List all session(s) of a given agent.",
+                "description": "List all session(s) of a given agent.",
+                "parameters": [
+                    {
+                        "name": "agent_id",
+                        "in": "path",
+                        "description": "The ID of the agent to list sessions for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "start_index",
+                        "in": "query",
+                        "description": "The index to start the pagination from.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "The number of sessions to return.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/datasetio/append-rows/{dataset_id}": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "DatasetIO"
+                ],
+                "summary": "Append rows to a dataset.",
+                "description": "Append rows to a dataset.",
+                "parameters": [
+                    {
+                        "name": "dataset_id",
+                        "in": "path",
+                        "description": "The ID of the dataset to append the rows to.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/AppendRowsRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/datasetio/iterrows/{dataset_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A PaginatedResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/PaginatedResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "DatasetIO"
+                ],
+                "summary": "Get a paginated list of rows from a dataset.",
+                "description": "Get a paginated list of rows from a dataset.\nUses offset-based pagination where:\n- start_index: The starting index (0-based). If None, starts from beginning.\n- limit: Number of items to return. If None or -1, returns all items.\n\nThe response includes:\n- data: List of items for the current page.\n- has_more: Whether there are more items available after this set.",
+                "parameters": [
+                    {
+                        "name": "dataset_id",
+                        "in": "path",
+                        "description": "The ID of the dataset to get the rows from.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "start_index",
+                        "in": "query",
+                        "description": "Index into dataset for the first row to get. Get all rows if None.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "The number of rows to get.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/datasets": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListDatasetsResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListDatasetsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Datasets"
+                ],
+                "summary": "List all datasets.",
+                "description": "List all datasets.",
+                "parameters": [],
+                "deprecated": true
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A Dataset.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Dataset"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Datasets"
+                ],
+                "summary": "Register a new dataset.",
+                "description": "Register a new dataset.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/RegisterDatasetRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/datasets/{dataset_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A Dataset.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Dataset"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Datasets"
+                ],
+                "summary": "Get a dataset by its ID.",
+                "description": "Get a dataset by its ID.",
+                "parameters": [
+                    {
+                        "name": "dataset_id",
+                        "in": "path",
+                        "description": "The ID of the dataset to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Datasets"
+                ],
+                "summary": "Unregister a dataset by its ID.",
+                "description": "Unregister a dataset by its ID.",
+                "parameters": [
+                    {
+                        "name": "dataset_id",
+                        "in": "path",
+                        "description": "The ID of the dataset to unregister.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/eval/benchmarks": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListBenchmarksResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListBenchmarksResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Benchmarks"
+                ],
+                "summary": "List all benchmarks.",
+                "description": "List all benchmarks.",
+                "parameters": [],
+                "deprecated": true
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Benchmarks"
+                ],
+                "summary": "Register a benchmark.",
+                "description": "Register a benchmark.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/RegisterBenchmarkRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/eval/benchmarks/{benchmark_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A Benchmark.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Benchmark"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Benchmarks"
+                ],
+                "summary": "Get a benchmark by its ID.",
+                "description": "Get a benchmark by its ID.",
+                "parameters": [
+                    {
+                        "name": "benchmark_id",
+                        "in": "path",
+                        "description": "The ID of the benchmark to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Benchmarks"
+                ],
+                "summary": "Unregister a benchmark.",
+                "description": "Unregister a benchmark.",
+                "parameters": [
+                    {
+                        "name": "benchmark_id",
+                        "in": "path",
+                        "description": "The ID of the benchmark to unregister.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/eval/benchmarks/{benchmark_id}/evaluations": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "EvaluateResponse object containing generations and scores.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/EvaluateResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Eval"
+                ],
+                "summary": "Evaluate a list of rows on a benchmark.",
+                "description": "Evaluate a list of rows on a benchmark.",
+                "parameters": [
+                    {
+                        "name": "benchmark_id",
+                        "in": "path",
+                        "description": "The ID of the benchmark to run the evaluation on.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/EvaluateRowsRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/eval/benchmarks/{benchmark_id}/jobs": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "The job that was created to run the evaluation.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Job"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Eval"
+                ],
+                "summary": "Run an evaluation on a benchmark.",
+                "description": "Run an evaluation on a benchmark.",
+                "parameters": [
+                    {
+                        "name": "benchmark_id",
+                        "in": "path",
+                        "description": "The ID of the benchmark to run the evaluation on.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/RunEvalRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/eval/benchmarks/{benchmark_id}/jobs/{job_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "The status of the evaluation job.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Job"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Eval"
+                ],
+                "summary": "Get the status of a job.",
+                "description": "Get the status of a job.",
+                "parameters": [
+                    {
+                        "name": "benchmark_id",
+                        "in": "path",
+                        "description": "The ID of the benchmark to run the evaluation on.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "job_id",
+                        "in": "path",
+                        "description": "The ID of the job to get the status of.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Eval"
+                ],
+                "summary": "Cancel a job.",
+                "description": "Cancel a job.",
+                "parameters": [
+                    {
+                        "name": "benchmark_id",
+                        "in": "path",
+                        "description": "The ID of the benchmark to run the evaluation on.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "job_id",
+                        "in": "path",
+                        "description": "The ID of the job to cancel.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/eval/benchmarks/{benchmark_id}/jobs/{job_id}/result": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "The result of the job.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/EvaluateResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Eval"
+                ],
+                "summary": "Get the result of a job.",
+                "description": "Get the result of a job.",
+                "parameters": [
+                    {
+                        "name": "benchmark_id",
+                        "in": "path",
+                        "description": "The ID of the benchmark to run the evaluation on.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "job_id",
+                        "in": "path",
+                        "description": "The ID of the job to get the result of.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/batches": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A list of batch objects.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListBatchesResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Batches"
+                ],
+                "summary": "List all batches for the current user.",
+                "description": "List all batches for the current user.",
+                "parameters": [
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "A cursor for pagination; returns batches after this batch ID.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "Number of batches to return (default 20, max 100).",
+                        "required": true,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    }
+                ],
+                "deprecated": true
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "The created batch object.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Batch"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Batches"
+                ],
+                "summary": "Create a new batch for processing multiple API requests.",
+                "description": "Create a new batch for processing multiple API requests.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/CreateBatchRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/batches/{batch_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "The batch object.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Batch"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Batches"
+                ],
+                "summary": "Retrieve information about a specific batch.",
+                "description": "Retrieve information about a specific batch.",
+                "parameters": [
+                    {
+                        "name": "batch_id",
+                        "in": "path",
+                        "description": "The ID of the batch to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/batches/{batch_id}/cancel": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "The updated batch object.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Batch"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Batches"
+                ],
+                "summary": "Cancel a batch that is in progress.",
+                "description": "Cancel a batch that is in progress.",
+                "parameters": [
+                    {
+                        "name": "batch_id",
+                        "in": "path",
+                        "description": "The ID of the batch to cancel.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/chat/completions": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListOpenAIChatCompletionResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListOpenAIChatCompletionResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inference"
+                ],
+                "summary": "List chat completions.",
+                "description": "List chat completions.",
+                "parameters": [
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "The ID of the last chat completion to return.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "The maximum number of chat completions to return.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "model",
+                        "in": "query",
+                        "description": "The model to filter by.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "The order to sort the chat completions by: \"asc\" or \"desc\". Defaults to \"desc\".",
+                        "required": false,
+                        "schema": {
+                            "$ref": "#/components/schemas/Order"
+                        }
+                    }
+                ],
+                "deprecated": true
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIChatCompletion.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "oneOf": [
+                                        {
+                                            "$ref": "#/components/schemas/OpenAIChatCompletion"
+                                        },
+                                        {
+                                            "$ref": "#/components/schemas/OpenAIChatCompletionChunk"
+                                        }
+                                    ]
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inference"
+                ],
+                "summary": "Create chat completions.",
+                "description": "Create chat completions.\nGenerate an OpenAI-compatible chat completion for the given messages using the specified model.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenAIChatCompletionRequestWithExtraBody"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/chat/completions/{completion_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A OpenAICompletionWithInputMessages.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAICompletionWithInputMessages"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inference"
+                ],
+                "summary": "Get chat completion.",
+                "description": "Get chat completion.\nDescribe a chat completion by its ID.",
+                "parameters": [
+                    {
+                        "name": "completion_id",
+                        "in": "path",
+                        "description": "ID of the chat completion.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/completions": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAICompletion.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAICompletion"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inference"
+                ],
+                "summary": "Create completion.",
+                "description": "Create completion.\nGenerate an OpenAI-compatible completion for the given prompt using the specified model.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenAICompletionRequestWithExtraBody"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/embeddings": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIEmbeddingsResponse containing the embeddings.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIEmbeddingsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inference"
+                ],
+                "summary": "Create embeddings.",
+                "description": "Create embeddings.\nGenerate OpenAI-compatible embeddings for the given input using the specified model.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenAIEmbeddingsRequestWithExtraBody"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/files": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "An ListOpenAIFileResponse containing the list of files.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListOpenAIFileResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Files"
+                ],
+                "summary": "List files.",
+                "description": "List files.\nReturns a list of files that belong to the user's organization.",
+                "parameters": [
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "A cursor for use in pagination. `after` is an object ID that defines your place in the list. For instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent call can include after=obj_foo in order to fetch the next page of the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "A limit on the number of objects to be returned. Limit can range between 1 and 10,000, and the default is 10,000.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.",
+                        "required": false,
+                        "schema": {
+                            "$ref": "#/components/schemas/Order"
+                        }
+                    },
+                    {
+                        "name": "purpose",
+                        "in": "query",
+                        "description": "Only return files with the given purpose.",
+                        "required": false,
+                        "schema": {
+                            "$ref": "#/components/schemas/OpenAIFilePurpose"
+                        }
+                    }
+                ],
+                "deprecated": true
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIFileObject representing the uploaded file.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIFileObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Files"
+                ],
+                "summary": "Upload file.",
+                "description": "Upload file.\nUpload a file that can be used across various endpoints.\n\nThe file upload should be a multipart form request with:\n- file: The File object (not file name) to be uploaded.\n- purpose: The intended purpose of the uploaded file.\n- expires_after: Optional form values describing expiration for the file.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "multipart/form-data": {
+                            "schema": {
+                                "type": "object",
+                                "properties": {
+                                    "file": {
+                                        "type": "string",
+                                        "format": "binary"
+                                    },
+                                    "purpose": {
+                                        "$ref": "#/components/schemas/OpenAIFilePurpose"
+                                    },
+                                    "expires_after": {
+                                        "$ref": "#/components/schemas/ExpiresAfter"
+                                    }
+                                },
+                                "required": [
+                                    "file",
+                                    "purpose"
+                                ]
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/files/{file_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIFileObject containing file information.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIFileObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Files"
+                ],
+                "summary": "Retrieve file.",
+                "description": "Retrieve file.\nReturns information about a specific file.",
+                "parameters": [
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to use for this request.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIFileDeleteResponse indicating successful deletion.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIFileDeleteResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Files"
+                ],
+                "summary": "Delete file.",
+                "description": "Delete file.",
+                "parameters": [
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to use for this request.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/files/{file_id}/content": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "The raw file content as a binary response.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Response"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Files"
+                ],
+                "summary": "Retrieve file content.",
+                "description": "Retrieve file content.\nReturns the contents of the specified file.",
+                "parameters": [
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to use for this request.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/models": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A OpenAIListModelsResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIListModelsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Models"
+                ],
+                "summary": "List models using the OpenAI API.",
+                "description": "List models using the OpenAI API.",
+                "parameters": [],
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/moderations": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A moderation object.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ModerationObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Safety"
+                ],
+                "summary": "Create moderation.",
+                "description": "Create moderation.\nClassifies if text and/or image inputs are potentially harmful.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/RunModerationRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/responses": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListOpenAIResponseObject.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListOpenAIResponseObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "List all responses.",
+                "description": "List all responses.",
+                "parameters": [
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "The ID of the last response to return.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "The number of responses to return.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "model",
+                        "in": "query",
+                        "description": "The model to filter responses by.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "The order to sort responses by when sorted by created_at ('asc' or 'desc').",
+                        "required": false,
+                        "schema": {
+                            "$ref": "#/components/schemas/Order"
+                        }
+                    }
+                ],
+                "deprecated": true
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIResponseObject.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIResponseObject"
+                                }
+                            },
+                            "text/event-stream": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIResponseObjectStream"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Create a model response.",
+                "description": "Create a model response.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/CreateOpenaiResponseRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true,
+                "x-llama-stack-extra-body-params": [
+                    {
+                        "name": "guardrails",
+                        "schema": {
+                            "type": "array",
+                            "items": {
+                                "oneOf": [
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "$ref": "#/components/schemas/ResponseGuardrailSpec"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "List of guardrails to apply during response generation. Guardrails provide safety and content moderation.",
+                        "required": false
+                    }
+                ]
+            }
+        },
+        "/v1/openai/v1/responses/{response_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIResponseObject.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIResponseObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Get a model response.",
+                "description": "Get a model response.",
+                "parameters": [
+                    {
+                        "name": "response_id",
+                        "in": "path",
+                        "description": "The ID of the OpenAI response to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIDeleteResponseObject",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIDeleteResponseObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Delete a response.",
+                "description": "Delete a response.",
+                "parameters": [
+                    {
+                        "name": "response_id",
+                        "in": "path",
+                        "description": "The ID of the OpenAI response to delete.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/responses/{response_id}/input_items": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "An ListOpenAIResponseInputItem.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListOpenAIResponseInputItem"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "List input items.",
+                "description": "List input items.",
+                "parameters": [
+                    {
+                        "name": "response_id",
+                        "in": "path",
+                        "description": "The ID of the response to retrieve input items for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "An item ID to list items after, used for pagination.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "before",
+                        "in": "query",
+                        "description": "An item ID to list items before, used for pagination.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "include",
+                        "in": "query",
+                        "description": "Additional fields to include in the response.",
+                        "required": false,
+                        "schema": {
+                            "type": "array",
+                            "items": {
+                                "type": "string"
+                            }
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "The order to return the input items in. Default is desc.",
+                        "required": false,
+                        "schema": {
+                            "$ref": "#/components/schemas/Order"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/vector_stores": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreListResponse containing the list of vector stores.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreListResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Returns a list of vector stores.",
+                "description": "Returns a list of vector stores.",
+                "parameters": [
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "A cursor for use in pagination. `after` is an object ID that defines your place in the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "before",
+                        "in": "query",
+                        "description": "A cursor for use in pagination. `before` is an object ID that defines your place in the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreObject representing the created vector store.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Creates a vector store.",
+                "description": "Creates a vector store.\nGenerate an OpenAI-compatible vector store with the given parameters.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenAICreateVectorStoreRequestWithExtraBody"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/vector_stores/{vector_store_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreObject representing the vector store.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Retrieves a vector store.",
+                "description": "Retrieves a vector store.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreObject representing the updated vector store.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Updates a vector store.",
+                "description": "Updates a vector store.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to update.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenaiUpdateVectorStoreRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreDeleteResponse indicating the deletion status.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreDeleteResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Delete a vector store.",
+                "description": "Delete a vector store.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to delete.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/vector_stores/{vector_store_id}/file_batches": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileBatchObject representing the created file batch.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileBatchObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Create a vector store file batch.",
+                "description": "Create a vector store file batch.\nGenerate an OpenAI-compatible vector store file batch for the given vector store.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to create the file batch for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenAICreateVectorStoreFileBatchRequestWithExtraBody"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/vector_stores/{vector_store_id}/file_batches/{batch_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileBatchObject representing the file batch.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileBatchObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Retrieve a vector store file batch.",
+                "description": "Retrieve a vector store file batch.",
+                "parameters": [
+                    {
+                        "name": "batch_id",
+                        "in": "path",
+                        "description": "The ID of the file batch to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file batch.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/vector_stores/{vector_store_id}/file_batches/{batch_id}/cancel": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileBatchObject representing the cancelled file batch.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileBatchObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Cancels a vector store file batch.",
+                "description": "Cancels a vector store file batch.",
+                "parameters": [
+                    {
+                        "name": "batch_id",
+                        "in": "path",
+                        "description": "The ID of the file batch to cancel.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file batch.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/vector_stores/{vector_store_id}/file_batches/{batch_id}/files": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFilesListInBatchResponse containing the list of files in the batch.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFilesListInBatchResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Returns a list of vector store files in a batch.",
+                "description": "Returns a list of vector store files in a batch.",
+                "parameters": [
+                    {
+                        "name": "batch_id",
+                        "in": "path",
+                        "description": "The ID of the file batch to list files from.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file batch.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "A cursor for use in pagination. `after` is an object ID that defines your place in the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "before",
+                        "in": "query",
+                        "description": "A cursor for use in pagination. `before` is an object ID that defines your place in the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "filter",
+                        "in": "query",
+                        "description": "Filter by file status. One of in_progress, completed, failed, cancelled.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/vector_stores/{vector_store_id}/files": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreListFilesResponse containing the list of files.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreListFilesResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "List files in a vector store.",
+                "description": "List files in a vector store.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to list files from.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "(Optional) A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "(Optional) Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "(Optional) A cursor for use in pagination. `after` is an object ID that defines your place in the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "before",
+                        "in": "query",
+                        "description": "(Optional) A cursor for use in pagination. `before` is an object ID that defines your place in the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "filter",
+                        "in": "query",
+                        "description": "(Optional) Filter by file status to only return files with the specified status.",
+                        "required": false,
+                        "schema": {
+                            "$ref": "#/components/schemas/VectorStoreFileStatus"
+                        }
+                    }
+                ],
+                "deprecated": true
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileObject representing the attached file.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Attach a file to a vector store.",
+                "description": "Attach a file to a vector store.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to attach the file to.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenaiAttachFileToVectorStoreRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/vector_stores/{vector_store_id}/files/{file_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileObject representing the file.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Retrieves a vector store file.",
+                "description": "Retrieves a vector store file.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileObject representing the updated file.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Updates a vector store file.",
+                "description": "Updates a vector store file.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file to update.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to update.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenaiUpdateVectorStoreFileRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileDeleteResponse indicating the deletion status.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileDeleteResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Delete a vector store file.",
+                "description": "Delete a vector store file.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file to delete.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to delete.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/vector_stores/{vector_store_id}/files/{file_id}/content": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A list of InterleavedContent representing the file contents.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileContentsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Retrieves the contents of a vector store file.",
+                "description": "Retrieves the contents of a vector store file.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/openai/v1/vector_stores/{vector_store_id}/search": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreSearchResponse containing the search results.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreSearchResponsePage"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Search for chunks in a vector store.",
+                "description": "Search for chunks in a vector store.\nSearches a vector store for relevant chunks based on a query and optional file attribute filters.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to search.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenaiSearchVectorStoreRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/post-training/job/artifacts": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A PostTrainingJobArtifactsResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/PostTrainingJobArtifactsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "PostTraining (Coming Soon)"
+                ],
+                "summary": "Get the artifacts of a training job.",
+                "description": "Get the artifacts of a training job.",
+                "parameters": [
+                    {
+                        "name": "job_uuid",
+                        "in": "query",
+                        "description": "The UUID of the job to get the artifacts of.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/post-training/job/cancel": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "PostTraining (Coming Soon)"
+                ],
+                "summary": "Cancel a training job.",
+                "description": "Cancel a training job.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/CancelTrainingJobRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/post-training/job/status": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A PostTrainingJobStatusResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/PostTrainingJobStatusResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "PostTraining (Coming Soon)"
+                ],
+                "summary": "Get the status of a training job.",
+                "description": "Get the status of a training job.",
+                "parameters": [
+                    {
+                        "name": "job_uuid",
+                        "in": "query",
+                        "description": "The UUID of the job to get the status of.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": true
+            }
+        },
+        "/v1/post-training/jobs": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListPostTrainingJobsResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListPostTrainingJobsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "PostTraining (Coming Soon)"
+                ],
+                "summary": "Get all training jobs.",
+                "description": "Get all training jobs.",
+                "parameters": [],
+                "deprecated": true
+            }
+        },
+        "/v1/post-training/preference-optimize": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A PostTrainingJob.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/PostTrainingJob"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "PostTraining (Coming Soon)"
+                ],
+                "summary": "Run preference optimization of a model.",
+                "description": "Run preference optimization of a model.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/PreferenceOptimizeRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        },
+        "/v1/post-training/supervised-fine-tune": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A PostTrainingJob.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/PostTrainingJob"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "PostTraining (Coming Soon)"
+                ],
+                "summary": "Run supervised fine-tuning of a model.",
+                "description": "Run supervised fine-tuning of a model.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/SupervisedFineTuneRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": true
+            }
+        }
+    },
+    "jsonSchemaDialect": "https://json-schema.org/draft/2020-12/schema",
+    "components": {
+        "schemas": {
+            "Error": {
+                "type": "object",
+                "properties": {
+                    "status": {
+                        "type": "integer",
+                        "description": "HTTP status code"
+                    },
+                    "title": {
+                        "type": "string",
+                        "description": "Error title, a short summary of the error which is invariant for an error type"
+                    },
+                    "detail": {
+                        "type": "string",
+                        "description": "Error detail, a longer human-readable description of the error"
+                    },
+                    "instance": {
+                        "type": "string",
+                        "description": "(Optional) A URL which can be used to retrieve more information about the specific occurrence of the error"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "status",
+                    "title",
+                    "detail"
+                ],
+                "title": "Error",
+                "description": "Error response from the API. Roughly follows RFC 7807."
+            },
+            "PaginatedResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "The list of items for the current page"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "description": "Whether there are more items available after this set"
+                    },
+                    "url": {
+                        "type": "string",
+                        "description": "The URL for accessing this list"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data",
+                    "has_more"
+                ],
+                "title": "PaginatedResponse",
+                "description": "A generic paginated response that follows a simple format."
+            },
+            "AgentConfig": {
+                "type": "object",
+                "properties": {
+                    "sampling_params": {
+                        "$ref": "#/components/schemas/SamplingParams"
+                    },
+                    "input_shields": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        }
+                    },
+                    "output_shields": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        }
+                    },
+                    "toolgroups": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/AgentTool"
+                        }
+                    },
+                    "client_tools": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ToolDef"
+                        }
+                    },
+                    "tool_choice": {
+                        "type": "string",
+                        "enum": [
+                            "auto",
+                            "required",
+                            "none"
+                        ],
+                        "title": "ToolChoice",
+                        "description": "Whether tool use is required or automatic. This is a hint to the model which may not be followed. It depends on the Instruction Following capabilities of the model.",
+                        "deprecated": true
+                    },
+                    "tool_prompt_format": {
+                        "type": "string",
+                        "enum": [
+                            "json",
+                            "function_tag",
+                            "python_list"
+                        ],
+                        "title": "ToolPromptFormat",
+                        "description": "Prompt format for calling custom / zero shot tools.",
+                        "deprecated": true
+                    },
+                    "tool_config": {
+                        "$ref": "#/components/schemas/ToolConfig"
+                    },
+                    "max_infer_iters": {
+                        "type": "integer",
+                        "default": 10
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model identifier to use for the agent"
+                    },
+                    "instructions": {
+                        "type": "string",
+                        "description": "The system instructions for the agent"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "Optional name for the agent, used in telemetry and identification"
+                    },
+                    "enable_session_persistence": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Optional flag indicating whether session data has to be persisted"
+                    },
+                    "response_format": {
+                        "$ref": "#/components/schemas/ResponseFormat",
+                        "description": "Optional response format configuration"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "model",
+                    "instructions"
+                ],
+                "title": "AgentConfig",
+                "description": "Configuration for an agent."
+            },
+            "AgentTool": {
+                "oneOf": [
+                    {
+                        "type": "string"
+                    },
+                    {
+                        "type": "object",
+                        "properties": {
+                            "name": {
+                                "type": "string"
+                            },
+                            "args": {
+                                "type": "object",
+                                "additionalProperties": {
+                                    "oneOf": [
+                                        {
+                                            "type": "null"
+                                        },
+                                        {
+                                            "type": "boolean"
+                                        },
+                                        {
+                                            "type": "number"
+                                        },
+                                        {
+                                            "type": "string"
+                                        },
+                                        {
+                                            "type": "array"
+                                        },
+                                        {
+                                            "type": "object"
+                                        }
+                                    ]
+                                }
+                            }
+                        },
+                        "additionalProperties": false,
+                        "required": [
+                            "name",
+                            "args"
+                        ],
+                        "title": "AgentToolGroupWithArgs"
+                    }
+                ]
+            },
+            "GrammarResponseFormat": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "enum": [
+                            "json_schema",
+                            "grammar"
+                        ],
+                        "description": "Must be \"grammar\" to identify this format type",
+                        "const": "grammar",
+                        "default": "grammar"
+                    },
+                    "bnf": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The BNF grammar specification the response should conform to"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "bnf"
+                ],
+                "title": "GrammarResponseFormat",
+                "description": "Configuration for grammar-guided response generation."
+            },
+            "GreedySamplingStrategy": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "greedy",
+                        "default": "greedy",
+                        "description": "Must be \"greedy\" to identify this sampling strategy"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "GreedySamplingStrategy",
+                "description": "Greedy sampling strategy that selects the highest probability token at each step."
+            },
+            "JsonSchemaResponseFormat": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "enum": [
+                            "json_schema",
+                            "grammar"
+                        ],
+                        "description": "Must be \"json_schema\" to identify this format type",
+                        "const": "json_schema",
+                        "default": "json_schema"
+                    },
+                    "json_schema": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The JSON schema the response should conform to. In a Python SDK, this is often a `pydantic` model."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "json_schema"
+                ],
+                "title": "JsonSchemaResponseFormat",
+                "description": "Configuration for JSON schema-guided response generation."
+            },
+            "ResponseFormat": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/JsonSchemaResponseFormat"
+                    },
+                    {
+                        "$ref": "#/components/schemas/GrammarResponseFormat"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "json_schema": "#/components/schemas/JsonSchemaResponseFormat",
+                        "grammar": "#/components/schemas/GrammarResponseFormat"
+                    }
+                }
+            },
+            "SamplingParams": {
+                "type": "object",
+                "properties": {
+                    "strategy": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/GreedySamplingStrategy"
+                            },
+                            {
+                                "$ref": "#/components/schemas/TopPSamplingStrategy"
+                            },
+                            {
+                                "$ref": "#/components/schemas/TopKSamplingStrategy"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "greedy": "#/components/schemas/GreedySamplingStrategy",
+                                "top_p": "#/components/schemas/TopPSamplingStrategy",
+                                "top_k": "#/components/schemas/TopKSamplingStrategy"
+                            }
+                        },
+                        "description": "The sampling strategy."
+                    },
+                    "max_tokens": {
+                        "type": "integer",
+                        "description": "The maximum number of tokens that can be generated in the completion. The token count of your prompt plus max_tokens cannot exceed the model's context length."
+                    },
+                    "repetition_penalty": {
+                        "type": "number",
+                        "default": 1.0,
+                        "description": "Number between -2.0 and 2.0. Positive values penalize new tokens based on whether they appear in the text so far, increasing the model's likelihood to talk about new topics."
+                    },
+                    "stop": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "Up to 4 sequences where the API will stop generating further tokens. The returned text will not contain the stop sequence."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "strategy"
+                ],
+                "title": "SamplingParams",
+                "description": "Sampling parameters."
+            },
+            "ToolConfig": {
+                "type": "object",
+                "properties": {
+                    "tool_choice": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "enum": [
+                                    "auto",
+                                    "required",
+                                    "none"
+                                ],
+                                "title": "ToolChoice",
+                                "description": "Whether tool use is required or automatic. This is a hint to the model which may not be followed. It depends on the Instruction Following capabilities of the model."
+                            },
+                            {
+                                "type": "string"
+                            }
+                        ],
+                        "default": "auto",
+                        "description": "(Optional) Whether tool use is automatic, required, or none. Can also specify a tool name to use a specific tool. Defaults to ToolChoice.auto."
+                    },
+                    "tool_prompt_format": {
+                        "type": "string",
+                        "enum": [
+                            "json",
+                            "function_tag",
+                            "python_list"
+                        ],
+                        "description": "(Optional) Instructs the model how to format tool calls. By default, Llama Stack will attempt to use a format that is best adapted to the model. - `ToolPromptFormat.json`: The tool calls are formatted as a JSON object. - `ToolPromptFormat.function_tag`: The tool calls are enclosed in a <function=function_name> tag. - `ToolPromptFormat.python_list`: The tool calls are output as Python syntax -- a list of function calls."
+                    },
+                    "system_message_behavior": {
+                        "type": "string",
+                        "enum": [
+                            "append",
+                            "replace"
+                        ],
+                        "description": "(Optional) Config for how to override the default system prompt. - `SystemMessageBehavior.append`: Appends the provided system message to the default system prompt. - `SystemMessageBehavior.replace`: Replaces the default system prompt with the provided system message. The system message can include the string '{{function_definitions}}' to indicate where the function definitions should be inserted.",
+                        "default": "append"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "ToolConfig",
+                "description": "Configuration for tool use."
+            },
+            "ToolDef": {
+                "type": "object",
+                "properties": {
+                    "toolgroup_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the tool group this tool belongs to"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "Name of the tool"
+                    },
+                    "description": {
+                        "type": "string",
+                        "description": "(Optional) Human-readable description of what the tool does"
+                    },
+                    "input_schema": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) JSON Schema for tool inputs (MCP inputSchema)"
+                    },
+                    "output_schema": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) JSON Schema for tool outputs (MCP outputSchema)"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Additional metadata about the tool"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "name"
+                ],
+                "title": "ToolDef",
+                "description": "Tool definition used in runtime contexts."
+            },
+            "TopKSamplingStrategy": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "top_k",
+                        "default": "top_k",
+                        "description": "Must be \"top_k\" to identify this sampling strategy"
+                    },
+                    "top_k": {
+                        "type": "integer",
+                        "description": "Number of top tokens to consider for sampling. Must be at least 1"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "top_k"
+                ],
+                "title": "TopKSamplingStrategy",
+                "description": "Top-k sampling strategy that restricts sampling to the k most likely tokens."
+            },
+            "TopPSamplingStrategy": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "top_p",
+                        "default": "top_p",
+                        "description": "Must be \"top_p\" to identify this sampling strategy"
+                    },
+                    "temperature": {
+                        "type": "number",
+                        "description": "Controls randomness in sampling. Higher values increase randomness"
+                    },
+                    "top_p": {
+                        "type": "number",
+                        "default": 0.95,
+                        "description": "Cumulative probability threshold for nucleus sampling. Defaults to 0.95"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "TopPSamplingStrategy",
+                "description": "Top-p (nucleus) sampling strategy that samples from the smallest set of tokens with cumulative probability >= p."
+            },
+            "CreateAgentRequest": {
+                "type": "object",
+                "properties": {
+                    "agent_config": {
+                        "$ref": "#/components/schemas/AgentConfig",
+                        "description": "The configuration for the agent."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "agent_config"
+                ],
+                "title": "CreateAgentRequest"
+            },
+            "AgentCreateResponse": {
+                "type": "object",
+                "properties": {
+                    "agent_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the created agent"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "agent_id"
+                ],
+                "title": "AgentCreateResponse",
+                "description": "Response returned when creating a new agent."
+            },
+            "Agent": {
+                "type": "object",
+                "properties": {
+                    "agent_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the agent"
+                    },
+                    "agent_config": {
+                        "$ref": "#/components/schemas/AgentConfig",
+                        "description": "Configuration settings for the agent"
+                    },
+                    "created_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "Timestamp when the agent was created"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "agent_id",
+                    "agent_config",
+                    "created_at"
+                ],
+                "title": "Agent",
+                "description": "An agent instance with configuration and metadata."
+            },
+            "CreateAgentSessionRequest": {
+                "type": "object",
+                "properties": {
+                    "session_name": {
+                        "type": "string",
+                        "description": "The name of the session to create."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "session_name"
+                ],
+                "title": "CreateAgentSessionRequest"
+            },
+            "AgentSessionCreateResponse": {
+                "type": "object",
+                "properties": {
+                    "session_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the created session"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "session_id"
+                ],
+                "title": "AgentSessionCreateResponse",
+                "description": "Response returned when creating a new agent session."
+            },
+            "CompletionMessage": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "assistant",
+                        "default": "assistant",
+                        "description": "Must be \"assistant\" to identify this as the model's response"
+                    },
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The content of the model's response"
+                    },
+                    "stop_reason": {
+                        "type": "string",
+                        "enum": [
+                            "end_of_turn",
+                            "end_of_message",
+                            "out_of_tokens"
+                        ],
+                        "description": "Reason why the model stopped generating. Options are: - `StopReason.end_of_turn`: The model finished generating the entire response. - `StopReason.end_of_message`: The model finished generating but generated a partial response -- usually, a tool call. The user may call the tool and continue the conversation with the tool's response. - `StopReason.out_of_tokens`: The model ran out of token budget."
+                    },
+                    "tool_calls": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ToolCall"
+                        },
+                        "description": "List of tool calls. Each tool call is a ToolCall object."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "content",
+                    "stop_reason"
+                ],
+                "title": "CompletionMessage",
+                "description": "A message containing the model's (assistant) response in a chat conversation."
+            },
+            "ImageContentItem": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "image",
+                        "default": "image",
+                        "description": "Discriminator type of the content item. Always \"image\""
+                    },
+                    "image": {
+                        "type": "object",
+                        "properties": {
+                            "url": {
+                                "$ref": "#/components/schemas/URL",
+                                "description": "A URL of the image or data URL in the format of data:image/{type};base64,{data}. Note that URL could have length limits."
+                            },
+                            "data": {
+                                "type": "string",
+                                "contentEncoding": "base64",
+                                "description": "base64 encoded image data as string"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "description": "Image as a base64 encoded string or an URL"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "image"
+                ],
+                "title": "ImageContentItem",
+                "description": "A image content item"
+            },
+            "InferenceStep": {
+                "type": "object",
+                "properties": {
+                    "turn_id": {
+                        "type": "string",
+                        "description": "The ID of the turn."
+                    },
+                    "step_id": {
+                        "type": "string",
+                        "description": "The ID of the step."
+                    },
+                    "started_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "The time the step started."
+                    },
+                    "completed_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "The time the step completed."
+                    },
+                    "step_type": {
+                        "type": "string",
+                        "enum": [
+                            "inference",
+                            "tool_execution",
+                            "shield_call",
+                            "memory_retrieval"
+                        ],
+                        "title": "StepType",
+                        "description": "Type of the step in an agent turn.",
+                        "const": "inference",
+                        "default": "inference"
+                    },
+                    "model_response": {
+                        "$ref": "#/components/schemas/CompletionMessage",
+                        "description": "The response from the LLM."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "turn_id",
+                    "step_id",
+                    "step_type",
+                    "model_response"
+                ],
+                "title": "InferenceStep",
+                "description": "An inference step in an agent turn."
+            },
+            "InterleavedContent": {
+                "oneOf": [
+                    {
+                        "type": "string"
+                    },
+                    {
+                        "$ref": "#/components/schemas/InterleavedContentItem"
+                    },
+                    {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/InterleavedContentItem"
+                        }
+                    }
+                ]
+            },
+            "InterleavedContentItem": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/ImageContentItem"
+                    },
+                    {
+                        "$ref": "#/components/schemas/TextContentItem"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "image": "#/components/schemas/ImageContentItem",
+                        "text": "#/components/schemas/TextContentItem"
+                    }
+                }
+            },
+            "MemoryRetrievalStep": {
+                "type": "object",
+                "properties": {
+                    "turn_id": {
+                        "type": "string",
+                        "description": "The ID of the turn."
+                    },
+                    "step_id": {
+                        "type": "string",
+                        "description": "The ID of the step."
+                    },
+                    "started_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "The time the step started."
+                    },
+                    "completed_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "The time the step completed."
+                    },
+                    "step_type": {
+                        "type": "string",
+                        "enum": [
+                            "inference",
+                            "tool_execution",
+                            "shield_call",
+                            "memory_retrieval"
+                        ],
+                        "title": "StepType",
+                        "description": "Type of the step in an agent turn.",
+                        "const": "memory_retrieval",
+                        "default": "memory_retrieval"
+                    },
+                    "vector_store_ids": {
+                        "type": "string",
+                        "description": "The IDs of the vector databases to retrieve context from."
+                    },
+                    "inserted_context": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The context retrieved from the vector databases."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "turn_id",
+                    "step_id",
+                    "step_type",
+                    "vector_store_ids",
+                    "inserted_context"
+                ],
+                "title": "MemoryRetrievalStep",
+                "description": "A memory retrieval step in an agent turn."
+            },
+            "SafetyViolation": {
+                "type": "object",
+                "properties": {
+                    "violation_level": {
+                        "$ref": "#/components/schemas/ViolationLevel",
+                        "description": "Severity level of the violation"
+                    },
+                    "user_message": {
+                        "type": "string",
+                        "description": "(Optional) Message to convey to the user about the violation"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Additional metadata including specific violation codes for debugging and telemetry"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "violation_level",
+                    "metadata"
+                ],
+                "title": "SafetyViolation",
+                "description": "Details of a safety violation detected by content moderation."
+            },
+            "Session": {
+                "type": "object",
+                "properties": {
+                    "session_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the conversation session"
+                    },
+                    "session_name": {
+                        "type": "string",
+                        "description": "Human-readable name for the session"
+                    },
+                    "turns": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Turn"
+                        },
+                        "description": "List of all turns that have occurred in this session"
+                    },
+                    "started_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "Timestamp when the session was created"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "session_id",
+                    "session_name",
+                    "turns",
+                    "started_at"
+                ],
+                "title": "Session",
+                "description": "A single session of an interaction with an Agentic System."
+            },
+            "ShieldCallStep": {
+                "type": "object",
+                "properties": {
+                    "turn_id": {
+                        "type": "string",
+                        "description": "The ID of the turn."
+                    },
+                    "step_id": {
+                        "type": "string",
+                        "description": "The ID of the step."
+                    },
+                    "started_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "The time the step started."
+                    },
+                    "completed_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "The time the step completed."
+                    },
+                    "step_type": {
+                        "type": "string",
+                        "enum": [
+                            "inference",
+                            "tool_execution",
+                            "shield_call",
+                            "memory_retrieval"
+                        ],
+                        "title": "StepType",
+                        "description": "Type of the step in an agent turn.",
+                        "const": "shield_call",
+                        "default": "shield_call"
+                    },
+                    "violation": {
+                        "$ref": "#/components/schemas/SafetyViolation",
+                        "description": "The violation from the shield call."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "turn_id",
+                    "step_id",
+                    "step_type"
+                ],
+                "title": "ShieldCallStep",
+                "description": "A shield call step in an agent turn."
+            },
+            "TextContentItem": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "text",
+                        "default": "text",
+                        "description": "Discriminator type of the content item. Always \"text\""
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "Text content"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "text"
+                ],
+                "title": "TextContentItem",
+                "description": "A text content item"
+            },
+            "ToolCall": {
+                "type": "object",
+                "properties": {
+                    "call_id": {
+                        "type": "string"
+                    },
+                    "tool_name": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "enum": [
+                                    "brave_search",
+                                    "wolfram_alpha",
+                                    "photogen",
+                                    "code_interpreter"
+                                ],
+                                "title": "BuiltinTool"
+                            },
+                            {
+                                "type": "string"
+                            }
+                        ]
+                    },
+                    "arguments": {
+                        "type": "string"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "call_id",
+                    "tool_name",
+                    "arguments"
+                ],
+                "title": "ToolCall"
+            },
+            "ToolExecutionStep": {
+                "type": "object",
+                "properties": {
+                    "turn_id": {
+                        "type": "string",
+                        "description": "The ID of the turn."
+                    },
+                    "step_id": {
+                        "type": "string",
+                        "description": "The ID of the step."
+                    },
+                    "started_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "The time the step started."
+                    },
+                    "completed_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "The time the step completed."
+                    },
+                    "step_type": {
+                        "type": "string",
+                        "enum": [
+                            "inference",
+                            "tool_execution",
+                            "shield_call",
+                            "memory_retrieval"
+                        ],
+                        "title": "StepType",
+                        "description": "Type of the step in an agent turn.",
+                        "const": "tool_execution",
+                        "default": "tool_execution"
+                    },
+                    "tool_calls": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ToolCall"
+                        },
+                        "description": "The tool calls to execute."
+                    },
+                    "tool_responses": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ToolResponse"
+                        },
+                        "description": "The tool responses from the tool calls."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "turn_id",
+                    "step_id",
+                    "step_type",
+                    "tool_calls",
+                    "tool_responses"
+                ],
+                "title": "ToolExecutionStep",
+                "description": "A tool execution step in an agent turn."
+            },
+            "ToolResponse": {
+                "type": "object",
+                "properties": {
+                    "call_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the tool call this response is for"
+                    },
+                    "tool_name": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "enum": [
+                                    "brave_search",
+                                    "wolfram_alpha",
+                                    "photogen",
+                                    "code_interpreter"
+                                ],
+                                "title": "BuiltinTool"
+                            },
+                            {
+                                "type": "string"
+                            }
+                        ],
+                        "description": "Name of the tool that was invoked"
+                    },
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The response content from the tool"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Additional metadata about the tool response"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "call_id",
+                    "tool_name",
+                    "content"
+                ],
+                "title": "ToolResponse",
+                "description": "Response from a tool invocation."
+            },
+            "ToolResponseMessage": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "tool",
+                        "default": "tool",
+                        "description": "Must be \"tool\" to identify this as a tool response"
+                    },
+                    "call_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the tool call this response is for"
+                    },
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The response content from the tool"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "call_id",
+                    "content"
+                ],
+                "title": "ToolResponseMessage",
+                "description": "A message representing the result of a tool invocation."
+            },
+            "Turn": {
+                "type": "object",
+                "properties": {
+                    "turn_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the turn within a session"
+                    },
+                    "session_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the conversation session"
+                    },
+                    "input_messages": {
+                        "type": "array",
+                        "items": {
+                            "oneOf": [
+                                {
+                                    "$ref": "#/components/schemas/UserMessage"
+                                },
+                                {
+                                    "$ref": "#/components/schemas/ToolResponseMessage"
+                                }
+                            ]
+                        },
+                        "description": "List of messages that initiated this turn"
+                    },
+                    "steps": {
+                        "type": "array",
+                        "items": {
+                            "oneOf": [
+                                {
+                                    "$ref": "#/components/schemas/InferenceStep"
+                                },
+                                {
+                                    "$ref": "#/components/schemas/ToolExecutionStep"
+                                },
+                                {
+                                    "$ref": "#/components/schemas/ShieldCallStep"
+                                },
+                                {
+                                    "$ref": "#/components/schemas/MemoryRetrievalStep"
+                                }
+                            ],
+                            "discriminator": {
+                                "propertyName": "step_type",
+                                "mapping": {
+                                    "inference": "#/components/schemas/InferenceStep",
+                                    "tool_execution": "#/components/schemas/ToolExecutionStep",
+                                    "shield_call": "#/components/schemas/ShieldCallStep",
+                                    "memory_retrieval": "#/components/schemas/MemoryRetrievalStep"
+                                }
+                            }
+                        },
+                        "description": "Ordered list of processing steps executed during this turn"
+                    },
+                    "output_message": {
+                        "$ref": "#/components/schemas/CompletionMessage",
+                        "description": "The model's generated response containing content and metadata"
+                    },
+                    "output_attachments": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "properties": {
+                                "content": {
+                                    "oneOf": [
+                                        {
+                                            "type": "string"
+                                        },
+                                        {
+                                            "$ref": "#/components/schemas/InterleavedContentItem"
+                                        },
+                                        {
+                                            "type": "array",
+                                            "items": {
+                                                "$ref": "#/components/schemas/InterleavedContentItem"
+                                            }
+                                        },
+                                        {
+                                            "$ref": "#/components/schemas/URL"
+                                        }
+                                    ],
+                                    "description": "The content of the attachment."
+                                },
+                                "mime_type": {
+                                    "type": "string",
+                                    "description": "The MIME type of the attachment."
+                                }
+                            },
+                            "additionalProperties": false,
+                            "required": [
+                                "content",
+                                "mime_type"
+                            ],
+                            "title": "Attachment",
+                            "description": "An attachment to an agent turn."
+                        },
+                        "description": "(Optional) Files or media attached to the agent's response"
+                    },
+                    "started_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "Timestamp when the turn began"
+                    },
+                    "completed_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "(Optional) Timestamp when the turn finished, if completed"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "turn_id",
+                    "session_id",
+                    "input_messages",
+                    "steps",
+                    "output_message",
+                    "started_at"
+                ],
+                "title": "Turn",
+                "description": "A single turn in an interaction with an Agentic System."
+            },
+            "URL": {
+                "type": "object",
+                "properties": {
+                    "uri": {
+                        "type": "string",
+                        "description": "The URL string pointing to the resource"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "uri"
+                ],
+                "title": "URL",
+                "description": "A URL reference to external content."
+            },
+            "UserMessage": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "user",
+                        "default": "user",
+                        "description": "Must be \"user\" to identify this as a user message"
+                    },
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The content of the message, which can include text and other media"
+                    },
+                    "context": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "(Optional) This field is used internally by Llama Stack to pass RAG context. This field may be removed in the API in the future."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "content"
+                ],
+                "title": "UserMessage",
+                "description": "A message from the user in a chat conversation."
+            },
+            "ViolationLevel": {
+                "type": "string",
+                "enum": [
+                    "info",
+                    "warn",
+                    "error"
+                ],
+                "title": "ViolationLevel",
+                "description": "Severity level of a safety violation."
+            },
+            "CreateAgentTurnRequest": {
+                "type": "object",
+                "properties": {
+                    "messages": {
+                        "type": "array",
+                        "items": {
+                            "oneOf": [
+                                {
+                                    "$ref": "#/components/schemas/UserMessage"
+                                },
+                                {
+                                    "$ref": "#/components/schemas/ToolResponseMessage"
+                                }
+                            ]
+                        },
+                        "description": "List of messages to start the turn with."
+                    },
+                    "stream": {
+                        "type": "boolean",
+                        "description": "(Optional) If True, generate an SSE event stream of the response. Defaults to False."
+                    },
+                    "documents": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "properties": {
+                                "content": {
+                                    "oneOf": [
+                                        {
+                                            "type": "string"
+                                        },
+                                        {
+                                            "$ref": "#/components/schemas/InterleavedContentItem"
+                                        },
+                                        {
+                                            "type": "array",
+                                            "items": {
+                                                "$ref": "#/components/schemas/InterleavedContentItem"
+                                            }
+                                        },
+                                        {
+                                            "$ref": "#/components/schemas/URL"
+                                        }
+                                    ],
+                                    "description": "The content of the document."
+                                },
+                                "mime_type": {
+                                    "type": "string",
+                                    "description": "The MIME type of the document."
+                                }
+                            },
+                            "additionalProperties": false,
+                            "required": [
+                                "content",
+                                "mime_type"
+                            ],
+                            "title": "Document",
+                            "description": "A document to be used by an agent."
+                        },
+                        "description": "(Optional) List of documents to create the turn with."
+                    },
+                    "toolgroups": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/AgentTool"
+                        },
+                        "description": "(Optional) List of toolgroups to create the turn with, will be used in addition to the agent's config toolgroups for the request."
+                    },
+                    "tool_config": {
+                        "$ref": "#/components/schemas/ToolConfig",
+                        "description": "(Optional) The tool configuration to create the turn with, will be used to override the agent's tool_config."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "messages"
+                ],
+                "title": "CreateAgentTurnRequest"
+            },
+            "AgentTurnResponseEvent": {
+                "type": "object",
+                "properties": {
+                    "payload": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/AgentTurnResponseStepStartPayload"
+                            },
+                            {
+                                "$ref": "#/components/schemas/AgentTurnResponseStepProgressPayload"
+                            },
+                            {
+                                "$ref": "#/components/schemas/AgentTurnResponseStepCompletePayload"
+                            },
+                            {
+                                "$ref": "#/components/schemas/AgentTurnResponseTurnStartPayload"
+                            },
+                            {
+                                "$ref": "#/components/schemas/AgentTurnResponseTurnCompletePayload"
+                            },
+                            {
+                                "$ref": "#/components/schemas/AgentTurnResponseTurnAwaitingInputPayload"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "event_type",
+                            "mapping": {
+                                "step_start": "#/components/schemas/AgentTurnResponseStepStartPayload",
+                                "step_progress": "#/components/schemas/AgentTurnResponseStepProgressPayload",
+                                "step_complete": "#/components/schemas/AgentTurnResponseStepCompletePayload",
+                                "turn_start": "#/components/schemas/AgentTurnResponseTurnStartPayload",
+                                "turn_complete": "#/components/schemas/AgentTurnResponseTurnCompletePayload",
+                                "turn_awaiting_input": "#/components/schemas/AgentTurnResponseTurnAwaitingInputPayload"
+                            }
+                        },
+                        "description": "Event-specific payload containing event data"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "payload"
+                ],
+                "title": "AgentTurnResponseEvent",
+                "description": "An event in an agent turn response stream."
+            },
+            "AgentTurnResponseStepCompletePayload": {
+                "type": "object",
+                "properties": {
+                    "event_type": {
+                        "type": "string",
+                        "enum": [
+                            "step_start",
+                            "step_complete",
+                            "step_progress",
+                            "turn_start",
+                            "turn_complete",
+                            "turn_awaiting_input"
+                        ],
+                        "const": "step_complete",
+                        "default": "step_complete",
+                        "description": "Type of event being reported"
+                    },
+                    "step_type": {
+                        "type": "string",
+                        "enum": [
+                            "inference",
+                            "tool_execution",
+                            "shield_call",
+                            "memory_retrieval"
+                        ],
+                        "description": "Type of step being executed"
+                    },
+                    "step_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the step within a turn"
+                    },
+                    "step_details": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/InferenceStep"
+                            },
+                            {
+                                "$ref": "#/components/schemas/ToolExecutionStep"
+                            },
+                            {
+                                "$ref": "#/components/schemas/ShieldCallStep"
+                            },
+                            {
+                                "$ref": "#/components/schemas/MemoryRetrievalStep"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "step_type",
+                            "mapping": {
+                                "inference": "#/components/schemas/InferenceStep",
+                                "tool_execution": "#/components/schemas/ToolExecutionStep",
+                                "shield_call": "#/components/schemas/ShieldCallStep",
+                                "memory_retrieval": "#/components/schemas/MemoryRetrievalStep"
+                            }
+                        },
+                        "description": "Complete details of the executed step"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "event_type",
+                    "step_type",
+                    "step_id",
+                    "step_details"
+                ],
+                "title": "AgentTurnResponseStepCompletePayload",
+                "description": "Payload for step completion events in agent turn responses."
+            },
+            "AgentTurnResponseStepProgressPayload": {
+                "type": "object",
+                "properties": {
+                    "event_type": {
+                        "type": "string",
+                        "enum": [
+                            "step_start",
+                            "step_complete",
+                            "step_progress",
+                            "turn_start",
+                            "turn_complete",
+                            "turn_awaiting_input"
+                        ],
+                        "const": "step_progress",
+                        "default": "step_progress",
+                        "description": "Type of event being reported"
+                    },
+                    "step_type": {
+                        "type": "string",
+                        "enum": [
+                            "inference",
+                            "tool_execution",
+                            "shield_call",
+                            "memory_retrieval"
+                        ],
+                        "description": "Type of step being executed"
+                    },
+                    "step_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the step within a turn"
+                    },
+                    "delta": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/TextDelta"
+                            },
+                            {
+                                "$ref": "#/components/schemas/ImageDelta"
+                            },
+                            {
+                                "$ref": "#/components/schemas/ToolCallDelta"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "text": "#/components/schemas/TextDelta",
+                                "image": "#/components/schemas/ImageDelta",
+                                "tool_call": "#/components/schemas/ToolCallDelta"
+                            }
+                        },
+                        "description": "Incremental content changes during step execution"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "event_type",
+                    "step_type",
+                    "step_id",
+                    "delta"
+                ],
+                "title": "AgentTurnResponseStepProgressPayload",
+                "description": "Payload for step progress events in agent turn responses."
+            },
+            "AgentTurnResponseStepStartPayload": {
+                "type": "object",
+                "properties": {
+                    "event_type": {
+                        "type": "string",
+                        "enum": [
+                            "step_start",
+                            "step_complete",
+                            "step_progress",
+                            "turn_start",
+                            "turn_complete",
+                            "turn_awaiting_input"
+                        ],
+                        "const": "step_start",
+                        "default": "step_start",
+                        "description": "Type of event being reported"
+                    },
+                    "step_type": {
+                        "type": "string",
+                        "enum": [
+                            "inference",
+                            "tool_execution",
+                            "shield_call",
+                            "memory_retrieval"
+                        ],
+                        "description": "Type of step being executed"
+                    },
+                    "step_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the step within a turn"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Additional metadata for the step"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "event_type",
+                    "step_type",
+                    "step_id"
+                ],
+                "title": "AgentTurnResponseStepStartPayload",
+                "description": "Payload for step start events in agent turn responses."
+            },
+            "AgentTurnResponseStreamChunk": {
+                "type": "object",
+                "properties": {
+                    "event": {
+                        "$ref": "#/components/schemas/AgentTurnResponseEvent",
+                        "description": "Individual event in the agent turn response stream"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "event"
+                ],
+                "title": "AgentTurnResponseStreamChunk",
+                "description": "Streamed agent turn completion response."
+            },
+            "AgentTurnResponseTurnAwaitingInputPayload": {
+                "type": "object",
+                "properties": {
+                    "event_type": {
+                        "type": "string",
+                        "enum": [
+                            "step_start",
+                            "step_complete",
+                            "step_progress",
+                            "turn_start",
+                            "turn_complete",
+                            "turn_awaiting_input"
+                        ],
+                        "const": "turn_awaiting_input",
+                        "default": "turn_awaiting_input",
+                        "description": "Type of event being reported"
+                    },
+                    "turn": {
+                        "$ref": "#/components/schemas/Turn",
+                        "description": "Turn data when waiting for external tool responses"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "event_type",
+                    "turn"
+                ],
+                "title": "AgentTurnResponseTurnAwaitingInputPayload",
+                "description": "Payload for turn awaiting input events in agent turn responses."
+            },
+            "AgentTurnResponseTurnCompletePayload": {
+                "type": "object",
+                "properties": {
+                    "event_type": {
+                        "type": "string",
+                        "enum": [
+                            "step_start",
+                            "step_complete",
+                            "step_progress",
+                            "turn_start",
+                            "turn_complete",
+                            "turn_awaiting_input"
+                        ],
+                        "const": "turn_complete",
+                        "default": "turn_complete",
+                        "description": "Type of event being reported"
+                    },
+                    "turn": {
+                        "$ref": "#/components/schemas/Turn",
+                        "description": "Complete turn data including all steps and results"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "event_type",
+                    "turn"
+                ],
+                "title": "AgentTurnResponseTurnCompletePayload",
+                "description": "Payload for turn completion events in agent turn responses."
+            },
+            "AgentTurnResponseTurnStartPayload": {
+                "type": "object",
+                "properties": {
+                    "event_type": {
+                        "type": "string",
+                        "enum": [
+                            "step_start",
+                            "step_complete",
+                            "step_progress",
+                            "turn_start",
+                            "turn_complete",
+                            "turn_awaiting_input"
+                        ],
+                        "const": "turn_start",
+                        "default": "turn_start",
+                        "description": "Type of event being reported"
+                    },
+                    "turn_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the turn within a session"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "event_type",
+                    "turn_id"
+                ],
+                "title": "AgentTurnResponseTurnStartPayload",
+                "description": "Payload for turn start events in agent turn responses."
+            },
+            "ImageDelta": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "image",
+                        "default": "image",
+                        "description": "Discriminator type of the delta. Always \"image\""
+                    },
+                    "image": {
+                        "type": "string",
+                        "contentEncoding": "base64",
+                        "description": "The incremental image data as bytes"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "image"
+                ],
+                "title": "ImageDelta",
+                "description": "An image content delta for streaming responses."
+            },
+            "TextDelta": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "text",
+                        "default": "text",
+                        "description": "Discriminator type of the delta. Always \"text\""
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "The incremental text content"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "text"
+                ],
+                "title": "TextDelta",
+                "description": "A text content delta for streaming responses."
+            },
+            "ToolCallDelta": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "tool_call",
+                        "default": "tool_call",
+                        "description": "Discriminator type of the delta. Always \"tool_call\""
+                    },
+                    "tool_call": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "$ref": "#/components/schemas/ToolCall"
+                            }
+                        ],
+                        "description": "Either an in-progress tool call string or the final parsed tool call"
+                    },
+                    "parse_status": {
+                        "type": "string",
+                        "enum": [
+                            "started",
+                            "in_progress",
+                            "failed",
+                            "succeeded"
+                        ],
+                        "description": "Current parsing status of the tool call"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "tool_call",
+                    "parse_status"
+                ],
+                "title": "ToolCallDelta",
+                "description": "A tool call content delta for streaming responses."
+            },
+            "ResumeAgentTurnRequest": {
+                "type": "object",
+                "properties": {
+                    "tool_responses": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ToolResponse"
+                        },
+                        "description": "The tool call responses to resume the turn with."
+                    },
+                    "stream": {
+                        "type": "boolean",
+                        "description": "Whether to stream the response."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "tool_responses"
+                ],
+                "title": "ResumeAgentTurnRequest"
+            },
+            "AgentStepResponse": {
+                "type": "object",
+                "properties": {
+                    "step": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/InferenceStep"
+                            },
+                            {
+                                "$ref": "#/components/schemas/ToolExecutionStep"
+                            },
+                            {
+                                "$ref": "#/components/schemas/ShieldCallStep"
+                            },
+                            {
+                                "$ref": "#/components/schemas/MemoryRetrievalStep"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "step_type",
+                            "mapping": {
+                                "inference": "#/components/schemas/InferenceStep",
+                                "tool_execution": "#/components/schemas/ToolExecutionStep",
+                                "shield_call": "#/components/schemas/ShieldCallStep",
+                                "memory_retrieval": "#/components/schemas/MemoryRetrievalStep"
+                            }
+                        },
+                        "description": "The complete step data and execution details"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "step"
+                ],
+                "title": "AgentStepResponse",
+                "description": "Response containing details of a specific agent step."
+            },
+            "AppendRowsRequest": {
+                "type": "object",
+                "properties": {
+                    "rows": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "The rows to append to the dataset."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "rows"
+                ],
+                "title": "AppendRowsRequest"
+            },
+            "Dataset": {
+                "type": "object",
+                "properties": {
+                    "identifier": {
+                        "type": "string"
+                    },
+                    "provider_resource_id": {
+                        "type": "string"
+                    },
+                    "provider_id": {
+                        "type": "string"
+                    },
+                    "type": {
+                        "type": "string",
+                        "enum": [
+                            "model",
+                            "shield",
+                            "vector_store",
+                            "dataset",
+                            "scoring_function",
+                            "benchmark",
+                            "tool",
+                            "tool_group",
+                            "prompt"
+                        ],
+                        "const": "dataset",
+                        "default": "dataset",
+                        "description": "Type of resource, always 'dataset' for datasets"
+                    },
+                    "purpose": {
+                        "type": "string",
+                        "enum": [
+                            "post-training/messages",
+                            "eval/question-answer",
+                            "eval/messages-answer"
+                        ],
+                        "description": "Purpose of the dataset indicating its intended use"
+                    },
+                    "source": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/URIDataSource"
+                            },
+                            {
+                                "$ref": "#/components/schemas/RowsDataSource"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "uri": "#/components/schemas/URIDataSource",
+                                "rows": "#/components/schemas/RowsDataSource"
+                            }
+                        },
+                        "description": "Data source configuration for the dataset"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Additional metadata for the dataset"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "identifier",
+                    "provider_id",
+                    "type",
+                    "purpose",
+                    "source",
+                    "metadata"
+                ],
+                "title": "Dataset",
+                "description": "Dataset resource for storing and accessing training or evaluation data."
+            },
+            "RowsDataSource": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "rows",
+                        "default": "rows"
+                    },
+                    "rows": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "The dataset is stored in rows. E.g. - [ {\"messages\": [{\"role\": \"user\", \"content\": \"Hello, world!\"}, {\"role\": \"assistant\", \"content\": \"Hello, world!\"}]} ]"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "rows"
+                ],
+                "title": "RowsDataSource",
+                "description": "A dataset stored in rows."
+            },
+            "URIDataSource": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "uri",
+                        "default": "uri"
+                    },
+                    "uri": {
+                        "type": "string",
+                        "description": "The dataset can be obtained from a URI. E.g. - \"https://mywebsite.com/mydata.jsonl\" - \"lsfs://mydata.jsonl\" - \"data:csv;base64,{base64_content}\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "uri"
+                ],
+                "title": "URIDataSource",
+                "description": "A dataset that can be obtained from a URI."
+            },
+            "ListDatasetsResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Dataset"
+                        },
+                        "description": "List of datasets"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListDatasetsResponse",
+                "description": "Response from listing datasets."
+            },
+            "DataSource": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/URIDataSource"
+                    },
+                    {
+                        "$ref": "#/components/schemas/RowsDataSource"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "uri": "#/components/schemas/URIDataSource",
+                        "rows": "#/components/schemas/RowsDataSource"
+                    }
+                }
+            },
+            "RegisterDatasetRequest": {
+                "type": "object",
+                "properties": {
+                    "purpose": {
+                        "type": "string",
+                        "enum": [
+                            "post-training/messages",
+                            "eval/question-answer",
+                            "eval/messages-answer"
+                        ],
+                        "description": "The purpose of the dataset. One of: - \"post-training/messages\": The dataset contains a messages column with list of messages for post-training. { \"messages\": [ {\"role\": \"user\", \"content\": \"Hello, world!\"}, {\"role\": \"assistant\", \"content\": \"Hello, world!\"}, ] } - \"eval/question-answer\": The dataset contains a question column and an answer column for evaluation. { \"question\": \"What is the capital of France?\", \"answer\": \"Paris\" } - \"eval/messages-answer\": The dataset contains a messages column with list of messages and an answer column for evaluation. { \"messages\": [ {\"role\": \"user\", \"content\": \"Hello, my name is John Doe.\"}, {\"role\": \"assistant\", \"content\": \"Hello, John Doe. How can I help you today?\"}, {\"role\": \"user\", \"content\": \"What's my name?\"}, ], \"answer\": \"John Doe\" }"
+                    },
+                    "source": {
+                        "$ref": "#/components/schemas/DataSource",
+                        "description": "The data source of the dataset. Ensure that the data source schema is compatible with the purpose of the dataset. Examples: - { \"type\": \"uri\", \"uri\": \"https://mywebsite.com/mydata.jsonl\" } - { \"type\": \"uri\", \"uri\": \"lsfs://mydata.jsonl\" } - { \"type\": \"uri\", \"uri\": \"data:csv;base64,{base64_content}\" } - { \"type\": \"uri\", \"uri\": \"huggingface://llamastack/simpleqa?split=train\" } - { \"type\": \"rows\", \"rows\": [ { \"messages\": [ {\"role\": \"user\", \"content\": \"Hello, world!\"}, {\"role\": \"assistant\", \"content\": \"Hello, world!\"}, ] } ] }"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The metadata for the dataset. - E.g. {\"description\": \"My dataset\"}."
+                    },
+                    "dataset_id": {
+                        "type": "string",
+                        "description": "The ID of the dataset. If not provided, an ID will be generated."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "purpose",
+                    "source"
+                ],
+                "title": "RegisterDatasetRequest"
+            },
+            "Benchmark": {
+                "type": "object",
+                "properties": {
+                    "identifier": {
+                        "type": "string"
+                    },
+                    "provider_resource_id": {
+                        "type": "string"
+                    },
+                    "provider_id": {
+                        "type": "string"
+                    },
+                    "type": {
+                        "type": "string",
+                        "enum": [
+                            "model",
+                            "shield",
+                            "vector_store",
+                            "dataset",
+                            "scoring_function",
+                            "benchmark",
+                            "tool",
+                            "tool_group",
+                            "prompt"
+                        ],
+                        "const": "benchmark",
+                        "default": "benchmark",
+                        "description": "The resource type, always benchmark"
+                    },
+                    "dataset_id": {
+                        "type": "string",
+                        "description": "Identifier of the dataset to use for the benchmark evaluation"
+                    },
+                    "scoring_functions": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of scoring function identifiers to apply during evaluation"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Metadata for this evaluation task"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "identifier",
+                    "provider_id",
+                    "type",
+                    "dataset_id",
+                    "scoring_functions",
+                    "metadata"
+                ],
+                "title": "Benchmark",
+                "description": "A benchmark resource for evaluating model performance."
+            },
+            "ListBenchmarksResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Benchmark"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListBenchmarksResponse"
+            },
+            "RegisterBenchmarkRequest": {
+                "type": "object",
+                "properties": {
+                    "benchmark_id": {
+                        "type": "string",
+                        "description": "The ID of the benchmark to register."
+                    },
+                    "dataset_id": {
+                        "type": "string",
+                        "description": "The ID of the dataset to use for the benchmark."
+                    },
+                    "scoring_functions": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "The scoring functions to use for the benchmark."
+                    },
+                    "provider_benchmark_id": {
+                        "type": "string",
+                        "description": "The ID of the provider benchmark to use for the benchmark."
+                    },
+                    "provider_id": {
+                        "type": "string",
+                        "description": "The ID of the provider to use for the benchmark."
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The metadata to use for the benchmark."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "benchmark_id",
+                    "dataset_id",
+                    "scoring_functions"
+                ],
+                "title": "RegisterBenchmarkRequest"
+            },
+            "AgentCandidate": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "agent",
+                        "default": "agent"
+                    },
+                    "config": {
+                        "$ref": "#/components/schemas/AgentConfig",
+                        "description": "The configuration for the agent candidate."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "config"
+                ],
+                "title": "AgentCandidate",
+                "description": "An agent candidate for evaluation."
+            },
+            "AggregationFunctionType": {
+                "type": "string",
+                "enum": [
+                    "average",
+                    "weighted_average",
+                    "median",
+                    "categorical_count",
+                    "accuracy"
+                ],
+                "title": "AggregationFunctionType",
+                "description": "Types of aggregation functions for scoring results."
+            },
+            "BasicScoringFnParams": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "$ref": "#/components/schemas/ScoringFnParamsType",
+                        "const": "basic",
+                        "default": "basic",
+                        "description": "The type of scoring function parameters, always basic"
+                    },
+                    "aggregation_functions": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/AggregationFunctionType"
+                        },
+                        "description": "Aggregation functions to apply to the scores of each row"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "aggregation_functions"
+                ],
+                "title": "BasicScoringFnParams",
+                "description": "Parameters for basic scoring function configuration."
+            },
+            "BenchmarkConfig": {
+                "type": "object",
+                "properties": {
+                    "eval_candidate": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/ModelCandidate"
+                            },
+                            {
+                                "$ref": "#/components/schemas/AgentCandidate"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "model": "#/components/schemas/ModelCandidate",
+                                "agent": "#/components/schemas/AgentCandidate"
+                            }
+                        },
+                        "description": "The candidate to evaluate."
+                    },
+                    "scoring_params": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "$ref": "#/components/schemas/ScoringFnParams"
+                        },
+                        "description": "Map between scoring function id and parameters for each scoring function you want to run"
+                    },
+                    "num_examples": {
+                        "type": "integer",
+                        "description": "(Optional) The number of examples to evaluate. If not provided, all examples in the dataset will be evaluated"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "eval_candidate",
+                    "scoring_params"
+                ],
+                "title": "BenchmarkConfig",
+                "description": "A benchmark configuration for evaluation."
+            },
+            "LLMAsJudgeScoringFnParams": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "$ref": "#/components/schemas/ScoringFnParamsType",
+                        "const": "llm_as_judge",
+                        "default": "llm_as_judge",
+                        "description": "The type of scoring function parameters, always llm_as_judge"
+                    },
+                    "judge_model": {
+                        "type": "string",
+                        "description": "Identifier of the LLM model to use as a judge for scoring"
+                    },
+                    "prompt_template": {
+                        "type": "string",
+                        "description": "(Optional) Custom prompt template for the judge model"
+                    },
+                    "judge_score_regexes": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "Regexes to extract the answer from generated response"
+                    },
+                    "aggregation_functions": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/AggregationFunctionType"
+                        },
+                        "description": "Aggregation functions to apply to the scores of each row"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "judge_model",
+                    "judge_score_regexes",
+                    "aggregation_functions"
+                ],
+                "title": "LLMAsJudgeScoringFnParams",
+                "description": "Parameters for LLM-as-judge scoring function configuration."
+            },
+            "ModelCandidate": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "model",
+                        "default": "model"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model ID to evaluate."
+                    },
+                    "sampling_params": {
+                        "$ref": "#/components/schemas/SamplingParams",
+                        "description": "The sampling parameters for the model."
+                    },
+                    "system_message": {
+                        "$ref": "#/components/schemas/SystemMessage",
+                        "description": "(Optional) The system message providing instructions or context to the model."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "model",
+                    "sampling_params"
+                ],
+                "title": "ModelCandidate",
+                "description": "A model candidate for evaluation."
+            },
+            "RegexParserScoringFnParams": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "$ref": "#/components/schemas/ScoringFnParamsType",
+                        "const": "regex_parser",
+                        "default": "regex_parser",
+                        "description": "The type of scoring function parameters, always regex_parser"
+                    },
+                    "parsing_regexes": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "Regex to extract the answer from generated response"
+                    },
+                    "aggregation_functions": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/AggregationFunctionType"
+                        },
+                        "description": "Aggregation functions to apply to the scores of each row"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "parsing_regexes",
+                    "aggregation_functions"
+                ],
+                "title": "RegexParserScoringFnParams",
+                "description": "Parameters for regex parser scoring function configuration."
+            },
+            "ScoringFnParams": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/LLMAsJudgeScoringFnParams"
+                    },
+                    {
+                        "$ref": "#/components/schemas/RegexParserScoringFnParams"
+                    },
+                    {
+                        "$ref": "#/components/schemas/BasicScoringFnParams"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "llm_as_judge": "#/components/schemas/LLMAsJudgeScoringFnParams",
+                        "regex_parser": "#/components/schemas/RegexParserScoringFnParams",
+                        "basic": "#/components/schemas/BasicScoringFnParams"
+                    }
+                }
+            },
+            "ScoringFnParamsType": {
+                "type": "string",
+                "enum": [
+                    "llm_as_judge",
+                    "regex_parser",
+                    "basic"
+                ],
+                "title": "ScoringFnParamsType",
+                "description": "Types of scoring function parameter configurations."
+            },
+            "SystemMessage": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "system",
+                        "default": "system",
+                        "description": "Must be \"system\" to identify this as a system message"
+                    },
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The content of the \"system prompt\". If multiple system messages are provided, they are concatenated. The underlying Llama Stack code may also add other system messages (for example, for formatting tool definitions)."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "content"
+                ],
+                "title": "SystemMessage",
+                "description": "A system message providing instructions or context to the model."
+            },
+            "EvaluateRowsRequest": {
+                "type": "object",
+                "properties": {
+                    "input_rows": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "The rows to evaluate."
+                    },
+                    "scoring_functions": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "The scoring functions to use for the evaluation."
+                    },
+                    "benchmark_config": {
+                        "$ref": "#/components/schemas/BenchmarkConfig",
+                        "description": "The configuration for the benchmark."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "input_rows",
+                    "scoring_functions",
+                    "benchmark_config"
+                ],
+                "title": "EvaluateRowsRequest"
+            },
+            "EvaluateResponse": {
+                "type": "object",
+                "properties": {
+                    "generations": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "The generations from the evaluation."
+                    },
+                    "scores": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "$ref": "#/components/schemas/ScoringResult"
+                        },
+                        "description": "The scores from the evaluation."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "generations",
+                    "scores"
+                ],
+                "title": "EvaluateResponse",
+                "description": "The response from an evaluation."
+            },
+            "ScoringResult": {
+                "type": "object",
+                "properties": {
+                    "score_rows": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "The scoring result for each row. Each row is a map of column name to value."
+                    },
+                    "aggregated_results": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Map of metric name to aggregated value"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "score_rows",
+                    "aggregated_results"
+                ],
+                "title": "ScoringResult",
+                "description": "A scoring result for a single row."
+            },
+            "RunEvalRequest": {
+                "type": "object",
+                "properties": {
+                    "benchmark_config": {
+                        "$ref": "#/components/schemas/BenchmarkConfig",
+                        "description": "The configuration for the benchmark."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "benchmark_config"
+                ],
+                "title": "RunEvalRequest"
+            },
+            "Job": {
+                "type": "object",
+                "properties": {
+                    "job_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the job"
+                    },
+                    "status": {
+                        "type": "string",
+                        "enum": [
+                            "completed",
+                            "in_progress",
+                            "failed",
+                            "scheduled",
+                            "cancelled"
+                        ],
+                        "description": "Current execution status of the job"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "job_id",
+                    "status"
+                ],
+                "title": "Job",
+                "description": "A job execution instance with status tracking."
+            },
+            "ListBatchesResponse": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "const": "list",
+                        "default": "list"
+                    },
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "properties": {
+                                "id": {
+                                    "type": "string"
+                                },
+                                "completion_window": {
+                                    "type": "string"
+                                },
+                                "created_at": {
+                                    "type": "integer"
+                                },
+                                "endpoint": {
+                                    "type": "string"
+                                },
+                                "input_file_id": {
+                                    "type": "string"
+                                },
+                                "object": {
+                                    "type": "string",
+                                    "const": "batch"
+                                },
+                                "status": {
+                                    "type": "string",
+                                    "enum": [
+                                        "validating",
+                                        "failed",
+                                        "in_progress",
+                                        "finalizing",
+                                        "completed",
+                                        "expired",
+                                        "cancelling",
+                                        "cancelled"
+                                    ]
+                                },
+                                "cancelled_at": {
+                                    "type": "integer"
+                                },
+                                "cancelling_at": {
+                                    "type": "integer"
+                                },
+                                "completed_at": {
+                                    "type": "integer"
+                                },
+                                "error_file_id": {
+                                    "type": "string"
+                                },
+                                "errors": {
+                                    "type": "object",
+                                    "properties": {
+                                        "data": {
+                                            "type": "array",
+                                            "items": {
+                                                "type": "object",
+                                                "properties": {
+                                                    "code": {
+                                                        "type": "string"
+                                                    },
+                                                    "line": {
+                                                        "type": "integer"
+                                                    },
+                                                    "message": {
+                                                        "type": "string"
+                                                    },
+                                                    "param": {
+                                                        "type": "string"
+                                                    }
+                                                },
+                                                "additionalProperties": false,
+                                                "title": "BatchError"
+                                            }
+                                        },
+                                        "object": {
+                                            "type": "string"
+                                        }
+                                    },
+                                    "additionalProperties": false,
+                                    "title": "Errors"
+                                },
+                                "expired_at": {
+                                    "type": "integer"
+                                },
+                                "expires_at": {
+                                    "type": "integer"
+                                },
+                                "failed_at": {
+                                    "type": "integer"
+                                },
+                                "finalizing_at": {
+                                    "type": "integer"
+                                },
+                                "in_progress_at": {
+                                    "type": "integer"
+                                },
+                                "metadata": {
+                                    "type": "object",
+                                    "additionalProperties": {
+                                        "type": "string"
+                                    }
+                                },
+                                "model": {
+                                    "type": "string"
+                                },
+                                "output_file_id": {
+                                    "type": "string"
+                                },
+                                "request_counts": {
+                                    "type": "object",
+                                    "properties": {
+                                        "completed": {
+                                            "type": "integer"
+                                        },
+                                        "failed": {
+                                            "type": "integer"
+                                        },
+                                        "total": {
+                                            "type": "integer"
+                                        }
+                                    },
+                                    "additionalProperties": false,
+                                    "required": [
+                                        "completed",
+                                        "failed",
+                                        "total"
+                                    ],
+                                    "title": "BatchRequestCounts"
+                                },
+                                "usage": {
+                                    "type": "object",
+                                    "properties": {
+                                        "input_tokens": {
+                                            "type": "integer"
+                                        },
+                                        "input_tokens_details": {
+                                            "type": "object",
+                                            "properties": {
+                                                "cached_tokens": {
+                                                    "type": "integer"
+                                                }
+                                            },
+                                            "additionalProperties": false,
+                                            "required": [
+                                                "cached_tokens"
+                                            ],
+                                            "title": "InputTokensDetails"
+                                        },
+                                        "output_tokens": {
+                                            "type": "integer"
+                                        },
+                                        "output_tokens_details": {
+                                            "type": "object",
+                                            "properties": {
+                                                "reasoning_tokens": {
+                                                    "type": "integer"
+                                                }
+                                            },
+                                            "additionalProperties": false,
+                                            "required": [
+                                                "reasoning_tokens"
+                                            ],
+                                            "title": "OutputTokensDetails"
+                                        },
+                                        "total_tokens": {
+                                            "type": "integer"
+                                        }
+                                    },
+                                    "additionalProperties": false,
+                                    "required": [
+                                        "input_tokens",
+                                        "input_tokens_details",
+                                        "output_tokens",
+                                        "output_tokens_details",
+                                        "total_tokens"
+                                    ],
+                                    "title": "BatchUsage"
+                                }
+                            },
+                            "additionalProperties": false,
+                            "required": [
+                                "id",
+                                "completion_window",
+                                "created_at",
+                                "endpoint",
+                                "input_file_id",
+                                "object",
+                                "status"
+                            ],
+                            "title": "Batch"
+                        }
+                    },
+                    "first_id": {
+                        "type": "string"
+                    },
+                    "last_id": {
+                        "type": "string"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "default": false
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "data",
+                    "has_more"
+                ],
+                "title": "ListBatchesResponse",
+                "description": "Response containing a list of batch objects."
+            },
+            "CreateBatchRequest": {
+                "type": "object",
+                "properties": {
+                    "input_file_id": {
+                        "type": "string",
+                        "description": "The ID of an uploaded file containing requests for the batch."
+                    },
+                    "endpoint": {
+                        "type": "string",
+                        "description": "The endpoint to be used for all requests in the batch."
+                    },
+                    "completion_window": {
+                        "type": "string",
+                        "const": "24h",
+                        "description": "The time window within which the batch should be processed."
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "string"
+                        },
+                        "description": "Optional metadata for the batch."
+                    },
+                    "idempotency_key": {
+                        "type": "string",
+                        "description": "Optional idempotency key. When provided, enables idempotent behavior."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "input_file_id",
+                    "endpoint",
+                    "completion_window"
+                ],
+                "title": "CreateBatchRequest"
+            },
+            "Batch": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string"
+                    },
+                    "completion_window": {
+                        "type": "string"
+                    },
+                    "created_at": {
+                        "type": "integer"
+                    },
+                    "endpoint": {
+                        "type": "string"
+                    },
+                    "input_file_id": {
+                        "type": "string"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "batch"
+                    },
+                    "status": {
+                        "type": "string",
+                        "enum": [
+                            "validating",
+                            "failed",
+                            "in_progress",
+                            "finalizing",
+                            "completed",
+                            "expired",
+                            "cancelling",
+                            "cancelled"
+                        ]
+                    },
+                    "cancelled_at": {
+                        "type": "integer"
+                    },
+                    "cancelling_at": {
+                        "type": "integer"
+                    },
+                    "completed_at": {
+                        "type": "integer"
+                    },
+                    "error_file_id": {
+                        "type": "string"
+                    },
+                    "errors": {
+                        "type": "object",
+                        "properties": {
+                            "data": {
+                                "type": "array",
+                                "items": {
+                                    "type": "object",
+                                    "properties": {
+                                        "code": {
+                                            "type": "string"
+                                        },
+                                        "line": {
+                                            "type": "integer"
+                                        },
+                                        "message": {
+                                            "type": "string"
+                                        },
+                                        "param": {
+                                            "type": "string"
+                                        }
+                                    },
+                                    "additionalProperties": false,
+                                    "title": "BatchError"
+                                }
+                            },
+                            "object": {
+                                "type": "string"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "title": "Errors"
+                    },
+                    "expired_at": {
+                        "type": "integer"
+                    },
+                    "expires_at": {
+                        "type": "integer"
+                    },
+                    "failed_at": {
+                        "type": "integer"
+                    },
+                    "finalizing_at": {
+                        "type": "integer"
+                    },
+                    "in_progress_at": {
+                        "type": "integer"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "string"
+                        }
+                    },
+                    "model": {
+                        "type": "string"
+                    },
+                    "output_file_id": {
+                        "type": "string"
+                    },
+                    "request_counts": {
+                        "type": "object",
+                        "properties": {
+                            "completed": {
+                                "type": "integer"
+                            },
+                            "failed": {
+                                "type": "integer"
+                            },
+                            "total": {
+                                "type": "integer"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "required": [
+                            "completed",
+                            "failed",
+                            "total"
+                        ],
+                        "title": "BatchRequestCounts"
+                    },
+                    "usage": {
+                        "type": "object",
+                        "properties": {
+                            "input_tokens": {
+                                "type": "integer"
+                            },
+                            "input_tokens_details": {
+                                "type": "object",
+                                "properties": {
+                                    "cached_tokens": {
+                                        "type": "integer"
+                                    }
+                                },
+                                "additionalProperties": false,
+                                "required": [
+                                    "cached_tokens"
+                                ],
+                                "title": "InputTokensDetails"
+                            },
+                            "output_tokens": {
+                                "type": "integer"
+                            },
+                            "output_tokens_details": {
+                                "type": "object",
+                                "properties": {
+                                    "reasoning_tokens": {
+                                        "type": "integer"
+                                    }
+                                },
+                                "additionalProperties": false,
+                                "required": [
+                                    "reasoning_tokens"
+                                ],
+                                "title": "OutputTokensDetails"
+                            },
+                            "total_tokens": {
+                                "type": "integer"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "required": [
+                            "input_tokens",
+                            "input_tokens_details",
+                            "output_tokens",
+                            "output_tokens_details",
+                            "total_tokens"
+                        ],
+                        "title": "BatchUsage"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "completion_window",
+                    "created_at",
+                    "endpoint",
+                    "input_file_id",
+                    "object",
+                    "status"
+                ],
+                "title": "Batch"
+            },
+            "Order": {
+                "type": "string",
+                "enum": [
+                    "asc",
+                    "desc"
+                ],
+                "title": "Order",
+                "description": "Sort order for paginated responses."
+            },
+            "ListOpenAIChatCompletionResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "properties": {
+                                "id": {
+                                    "type": "string",
+                                    "description": "The ID of the chat completion"
+                                },
+                                "choices": {
+                                    "type": "array",
+                                    "items": {
+                                        "$ref": "#/components/schemas/OpenAIChoice"
+                                    },
+                                    "description": "List of choices"
+                                },
+                                "object": {
+                                    "type": "string",
+                                    "const": "chat.completion",
+                                    "default": "chat.completion",
+                                    "description": "The object type, which will be \"chat.completion\""
+                                },
+                                "created": {
+                                    "type": "integer",
+                                    "description": "The Unix timestamp in seconds when the chat completion was created"
+                                },
+                                "model": {
+                                    "type": "string",
+                                    "description": "The model that was used to generate the chat completion"
+                                },
+                                "usage": {
+                                    "$ref": "#/components/schemas/OpenAIChatCompletionUsage",
+                                    "description": "Token usage information for the completion"
+                                },
+                                "input_messages": {
+                                    "type": "array",
+                                    "items": {
+                                        "$ref": "#/components/schemas/OpenAIMessageParam"
+                                    }
+                                }
+                            },
+                            "additionalProperties": false,
+                            "required": [
+                                "id",
+                                "choices",
+                                "object",
+                                "created",
+                                "model",
+                                "input_messages"
+                            ],
+                            "title": "OpenAICompletionWithInputMessages"
+                        },
+                        "description": "List of chat completion objects with their input messages"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "description": "Whether there are more completions available beyond this list"
+                    },
+                    "first_id": {
+                        "type": "string",
+                        "description": "ID of the first completion in this list"
+                    },
+                    "last_id": {
+                        "type": "string",
+                        "description": "ID of the last completion in this list"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "list",
+                        "default": "list",
+                        "description": "Must be \"list\" to identify this as a list response"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data",
+                    "has_more",
+                    "first_id",
+                    "last_id",
+                    "object"
+                ],
+                "title": "ListOpenAIChatCompletionResponse",
+                "description": "Response from listing OpenAI-compatible chat completions."
+            },
+            "OpenAIAssistantMessageParam": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "assistant",
+                        "default": "assistant",
+                        "description": "Must be \"assistant\" to identify this as the model's response"
+                    },
+                    "content": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIChatCompletionContentPartTextParam"
+                                }
+                            }
+                        ],
+                        "description": "The content of the model's response"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) The name of the assistant message participant."
+                    },
+                    "tool_calls": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIChatCompletionToolCall"
+                        },
+                        "description": "List of tool calls. Each tool call is an OpenAIChatCompletionToolCall object."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role"
+                ],
+                "title": "OpenAIAssistantMessageParam",
+                "description": "A message containing the model's (assistant) response in an OpenAI-compatible chat completion request."
+            },
+            "OpenAIChatCompletionContentPartImageParam": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "image_url",
+                        "default": "image_url",
+                        "description": "Must be \"image_url\" to identify this as image content"
+                    },
+                    "image_url": {
+                        "$ref": "#/components/schemas/OpenAIImageURL",
+                        "description": "Image URL specification and processing details"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "image_url"
+                ],
+                "title": "OpenAIChatCompletionContentPartImageParam",
+                "description": "Image content part for OpenAI-compatible chat completion messages."
+            },
+            "OpenAIChatCompletionContentPartParam": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIChatCompletionContentPartTextParam"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIChatCompletionContentPartImageParam"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIFile"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "text": "#/components/schemas/OpenAIChatCompletionContentPartTextParam",
+                        "image_url": "#/components/schemas/OpenAIChatCompletionContentPartImageParam",
+                        "file": "#/components/schemas/OpenAIFile"
+                    }
+                }
+            },
+            "OpenAIChatCompletionContentPartTextParam": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "text",
+                        "default": "text",
+                        "description": "Must be \"text\" to identify this as text content"
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "The text content of the message"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "text"
+                ],
+                "title": "OpenAIChatCompletionContentPartTextParam",
+                "description": "Text content part for OpenAI-compatible chat completion messages."
+            },
+            "OpenAIChatCompletionToolCall": {
+                "type": "object",
+                "properties": {
+                    "index": {
+                        "type": "integer",
+                        "description": "(Optional) Index of the tool call in the list"
+                    },
+                    "id": {
+                        "type": "string",
+                        "description": "(Optional) Unique identifier for the tool call"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "function",
+                        "default": "function",
+                        "description": "Must be \"function\" to identify this as a function call"
+                    },
+                    "function": {
+                        "$ref": "#/components/schemas/OpenAIChatCompletionToolCallFunction",
+                        "description": "(Optional) Function call details"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIChatCompletionToolCall",
+                "description": "Tool call specification for OpenAI-compatible chat completion responses."
+            },
+            "OpenAIChatCompletionToolCallFunction": {
+                "type": "object",
+                "properties": {
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) Name of the function to call"
+                    },
+                    "arguments": {
+                        "type": "string",
+                        "description": "(Optional) Arguments to pass to the function as a JSON string"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenAIChatCompletionToolCallFunction",
+                "description": "Function call details for OpenAI-compatible tool calls."
+            },
+            "OpenAIChatCompletionUsage": {
+                "type": "object",
+                "properties": {
+                    "prompt_tokens": {
+                        "type": "integer",
+                        "description": "Number of tokens in the prompt"
+                    },
+                    "completion_tokens": {
+                        "type": "integer",
+                        "description": "Number of tokens in the completion"
+                    },
+                    "total_tokens": {
+                        "type": "integer",
+                        "description": "Total tokens used (prompt + completion)"
+                    },
+                    "prompt_tokens_details": {
+                        "type": "object",
+                        "properties": {
+                            "cached_tokens": {
+                                "type": "integer",
+                                "description": "Number of tokens retrieved from cache"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "title": "OpenAIChatCompletionUsagePromptTokensDetails",
+                        "description": "Token details for prompt tokens in OpenAI chat completion usage."
+                    },
+                    "completion_tokens_details": {
+                        "type": "object",
+                        "properties": {
+                            "reasoning_tokens": {
+                                "type": "integer",
+                                "description": "Number of tokens used for reasoning (o1/o3 models)"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "title": "OpenAIChatCompletionUsageCompletionTokensDetails",
+                        "description": "Token details for output tokens in OpenAI chat completion usage."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "prompt_tokens",
+                    "completion_tokens",
+                    "total_tokens"
+                ],
+                "title": "OpenAIChatCompletionUsage",
+                "description": "Usage information for OpenAI chat completion."
+            },
+            "OpenAIChoice": {
+                "type": "object",
+                "properties": {
+                    "message": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIUserMessageParam"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAISystemMessageParam"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIAssistantMessageParam"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIToolMessageParam"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIDeveloperMessageParam"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "role",
+                            "mapping": {
+                                "user": "#/components/schemas/OpenAIUserMessageParam",
+                                "system": "#/components/schemas/OpenAISystemMessageParam",
+                                "assistant": "#/components/schemas/OpenAIAssistantMessageParam",
+                                "tool": "#/components/schemas/OpenAIToolMessageParam",
+                                "developer": "#/components/schemas/OpenAIDeveloperMessageParam"
+                            }
+                        },
+                        "description": "The message from the model"
+                    },
+                    "finish_reason": {
+                        "type": "string",
+                        "description": "The reason the model stopped generating"
+                    },
+                    "index": {
+                        "type": "integer",
+                        "description": "The index of the choice"
+                    },
+                    "logprobs": {
+                        "$ref": "#/components/schemas/OpenAIChoiceLogprobs",
+                        "description": "(Optional) The log probabilities for the tokens in the message"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "message",
+                    "finish_reason",
+                    "index"
+                ],
+                "title": "OpenAIChoice",
+                "description": "A choice from an OpenAI-compatible chat completion response."
+            },
+            "OpenAIChoiceLogprobs": {
+                "type": "object",
+                "properties": {
+                    "content": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAITokenLogProb"
+                        },
+                        "description": "(Optional) The log probabilities for the tokens in the message"
+                    },
+                    "refusal": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAITokenLogProb"
+                        },
+                        "description": "(Optional) The log probabilities for the tokens in the message"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenAIChoiceLogprobs",
+                "description": "The log probabilities for the tokens in the message from an OpenAI-compatible chat completion response."
+            },
+            "OpenAIDeveloperMessageParam": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "developer",
+                        "default": "developer",
+                        "description": "Must be \"developer\" to identify this as a developer message"
+                    },
+                    "content": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIChatCompletionContentPartTextParam"
+                                }
+                            }
+                        ],
+                        "description": "The content of the developer message"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) The name of the developer message participant."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "content"
+                ],
+                "title": "OpenAIDeveloperMessageParam",
+                "description": "A message from the developer in an OpenAI-compatible chat completion request."
+            },
+            "OpenAIFile": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "file",
+                        "default": "file"
+                    },
+                    "file": {
+                        "$ref": "#/components/schemas/OpenAIFileFile"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "file"
+                ],
+                "title": "OpenAIFile"
+            },
+            "OpenAIFileFile": {
+                "type": "object",
+                "properties": {
+                    "file_data": {
+                        "type": "string"
+                    },
+                    "file_id": {
+                        "type": "string"
+                    },
+                    "filename": {
+                        "type": "string"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenAIFileFile"
+            },
+            "OpenAIImageURL": {
+                "type": "object",
+                "properties": {
+                    "url": {
+                        "type": "string",
+                        "description": "URL of the image to include in the message"
+                    },
+                    "detail": {
+                        "type": "string",
+                        "description": "(Optional) Level of detail for image processing. Can be \"low\", \"high\", or \"auto\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "url"
+                ],
+                "title": "OpenAIImageURL",
+                "description": "Image URL specification for OpenAI-compatible chat completion messages."
+            },
+            "OpenAIMessageParam": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIUserMessageParam"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAISystemMessageParam"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIAssistantMessageParam"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIToolMessageParam"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIDeveloperMessageParam"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "role",
+                    "mapping": {
+                        "user": "#/components/schemas/OpenAIUserMessageParam",
+                        "system": "#/components/schemas/OpenAISystemMessageParam",
+                        "assistant": "#/components/schemas/OpenAIAssistantMessageParam",
+                        "tool": "#/components/schemas/OpenAIToolMessageParam",
+                        "developer": "#/components/schemas/OpenAIDeveloperMessageParam"
+                    }
+                }
+            },
+            "OpenAISystemMessageParam": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "system",
+                        "default": "system",
+                        "description": "Must be \"system\" to identify this as a system message"
+                    },
+                    "content": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIChatCompletionContentPartTextParam"
+                                }
+                            }
+                        ],
+                        "description": "The content of the \"system prompt\". If multiple system messages are provided, they are concatenated. The underlying Llama Stack code may also add other system messages (for example, for formatting tool definitions)."
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) The name of the system message participant."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "content"
+                ],
+                "title": "OpenAISystemMessageParam",
+                "description": "A system message providing instructions or context to the model."
+            },
+            "OpenAITokenLogProb": {
+                "type": "object",
+                "properties": {
+                    "token": {
+                        "type": "string"
+                    },
+                    "bytes": {
+                        "type": "array",
+                        "items": {
+                            "type": "integer"
+                        }
+                    },
+                    "logprob": {
+                        "type": "number"
+                    },
+                    "top_logprobs": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAITopLogProb"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "token",
+                    "logprob",
+                    "top_logprobs"
+                ],
+                "title": "OpenAITokenLogProb",
+                "description": "The log probability for a token from an OpenAI-compatible chat completion response."
+            },
+            "OpenAIToolMessageParam": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "tool",
+                        "default": "tool",
+                        "description": "Must be \"tool\" to identify this as a tool response"
+                    },
+                    "tool_call_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the tool call this response is for"
+                    },
+                    "content": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIChatCompletionContentPartTextParam"
+                                }
+                            }
+                        ],
+                        "description": "The response content from the tool"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "tool_call_id",
+                    "content"
+                ],
+                "title": "OpenAIToolMessageParam",
+                "description": "A message representing the result of a tool invocation in an OpenAI-compatible chat completion request."
+            },
+            "OpenAITopLogProb": {
+                "type": "object",
+                "properties": {
+                    "token": {
+                        "type": "string"
+                    },
+                    "bytes": {
+                        "type": "array",
+                        "items": {
+                            "type": "integer"
+                        }
+                    },
+                    "logprob": {
+                        "type": "number"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "token",
+                    "logprob"
+                ],
+                "title": "OpenAITopLogProb",
+                "description": "The top log probability for a token from an OpenAI-compatible chat completion response."
+            },
+            "OpenAIUserMessageParam": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "user",
+                        "default": "user",
+                        "description": "Must be \"user\" to identify this as a user message"
+                    },
+                    "content": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIChatCompletionContentPartParam"
+                                }
+                            }
+                        ],
+                        "description": "The content of the message, which can include text and other media"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) The name of the user message participant."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "content"
+                ],
+                "title": "OpenAIUserMessageParam",
+                "description": "A message from the user in an OpenAI-compatible chat completion request."
+            },
+            "OpenAIJSONSchema": {
+                "type": "object",
+                "properties": {
+                    "name": {
+                        "type": "string",
+                        "description": "Name of the schema"
+                    },
+                    "description": {
+                        "type": "string",
+                        "description": "(Optional) Description of the schema"
+                    },
+                    "strict": {
+                        "type": "boolean",
+                        "description": "(Optional) Whether to enforce strict adherence to the schema"
+                    },
+                    "schema": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) The JSON schema definition"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "name"
+                ],
+                "title": "OpenAIJSONSchema",
+                "description": "JSON schema specification for OpenAI-compatible structured response format."
+            },
+            "OpenAIResponseFormatJSONObject": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "json_object",
+                        "default": "json_object",
+                        "description": "Must be \"json_object\" to indicate generic JSON object response format"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIResponseFormatJSONObject",
+                "description": "JSON object response format for OpenAI-compatible chat completion requests."
+            },
+            "OpenAIResponseFormatJSONSchema": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "json_schema",
+                        "default": "json_schema",
+                        "description": "Must be \"json_schema\" to indicate structured JSON response format"
+                    },
+                    "json_schema": {
+                        "$ref": "#/components/schemas/OpenAIJSONSchema",
+                        "description": "The JSON schema specification for the response"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "json_schema"
+                ],
+                "title": "OpenAIResponseFormatJSONSchema",
+                "description": "JSON schema response format for OpenAI-compatible chat completion requests."
+            },
+            "OpenAIResponseFormatParam": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseFormatText"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseFormatJSONSchema"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseFormatJSONObject"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "text": "#/components/schemas/OpenAIResponseFormatText",
+                        "json_schema": "#/components/schemas/OpenAIResponseFormatJSONSchema",
+                        "json_object": "#/components/schemas/OpenAIResponseFormatJSONObject"
+                    }
+                }
+            },
+            "OpenAIResponseFormatText": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "text",
+                        "default": "text",
+                        "description": "Must be \"text\" to indicate plain text response format"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIResponseFormatText",
+                "description": "Text response format for OpenAI-compatible chat completion requests."
+            },
+            "OpenAIChatCompletionRequestWithExtraBody": {
+                "type": "object",
+                "properties": {
+                    "model": {
+                        "type": "string",
+                        "description": "The identifier of the model to use. The model must be registered with Llama Stack and available via the /models endpoint."
+                    },
+                    "messages": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIMessageParam"
+                        },
+                        "description": "List of messages in the conversation."
+                    },
+                    "frequency_penalty": {
+                        "type": "number",
+                        "description": "(Optional) The penalty for repeated tokens."
+                    },
+                    "function_call": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "object",
+                                "additionalProperties": {
+                                    "oneOf": [
+                                        {
+                                            "type": "null"
+                                        },
+                                        {
+                                            "type": "boolean"
+                                        },
+                                        {
+                                            "type": "number"
+                                        },
+                                        {
+                                            "type": "string"
+                                        },
+                                        {
+                                            "type": "array"
+                                        },
+                                        {
+                                            "type": "object"
+                                        }
+                                    ]
+                                }
+                            }
+                        ],
+                        "description": "(Optional) The function call to use."
+                    },
+                    "functions": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "(Optional) List of functions to use."
+                    },
+                    "logit_bias": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "number"
+                        },
+                        "description": "(Optional) The logit bias to use."
+                    },
+                    "logprobs": {
+                        "type": "boolean",
+                        "description": "(Optional) The log probabilities to use."
+                    },
+                    "max_completion_tokens": {
+                        "type": "integer",
+                        "description": "(Optional) The maximum number of tokens to generate."
+                    },
+                    "max_tokens": {
+                        "type": "integer",
+                        "description": "(Optional) The maximum number of tokens to generate."
+                    },
+                    "n": {
+                        "type": "integer",
+                        "description": "(Optional) The number of completions to generate."
+                    },
+                    "parallel_tool_calls": {
+                        "type": "boolean",
+                        "description": "(Optional) Whether to parallelize tool calls."
+                    },
+                    "presence_penalty": {
+                        "type": "number",
+                        "description": "(Optional) The penalty for repeated tokens."
+                    },
+                    "response_format": {
+                        "$ref": "#/components/schemas/OpenAIResponseFormatParam",
+                        "description": "(Optional) The response format to use."
+                    },
+                    "seed": {
+                        "type": "integer",
+                        "description": "(Optional) The seed to use."
+                    },
+                    "stop": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            }
+                        ],
+                        "description": "(Optional) The stop tokens to use."
+                    },
+                    "stream": {
+                        "type": "boolean",
+                        "description": "(Optional) Whether to stream the response."
+                    },
+                    "stream_options": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) The stream options to use."
+                    },
+                    "temperature": {
+                        "type": "number",
+                        "description": "(Optional) The temperature to use."
+                    },
+                    "tool_choice": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "object",
+                                "additionalProperties": {
+                                    "oneOf": [
+                                        {
+                                            "type": "null"
+                                        },
+                                        {
+                                            "type": "boolean"
+                                        },
+                                        {
+                                            "type": "number"
+                                        },
+                                        {
+                                            "type": "string"
+                                        },
+                                        {
+                                            "type": "array"
+                                        },
+                                        {
+                                            "type": "object"
+                                        }
+                                    ]
+                                }
+                            }
+                        ],
+                        "description": "(Optional) The tool choice to use."
+                    },
+                    "tools": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "(Optional) The tools to use."
+                    },
+                    "top_logprobs": {
+                        "type": "integer",
+                        "description": "(Optional) The top log probabilities to use."
+                    },
+                    "top_p": {
+                        "type": "number",
+                        "description": "(Optional) The top p to use."
+                    },
+                    "user": {
+                        "type": "string",
+                        "description": "(Optional) The user to use."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "model",
+                    "messages"
+                ],
+                "title": "OpenAIChatCompletionRequestWithExtraBody",
+                "description": "Request parameters for OpenAI-compatible chat completion endpoint."
+            },
+            "OpenAIChatCompletion": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "The ID of the chat completion"
+                    },
+                    "choices": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIChoice"
+                        },
+                        "description": "List of choices"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "chat.completion",
+                        "default": "chat.completion",
+                        "description": "The object type, which will be \"chat.completion\""
+                    },
+                    "created": {
+                        "type": "integer",
+                        "description": "The Unix timestamp in seconds when the chat completion was created"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model that was used to generate the chat completion"
+                    },
+                    "usage": {
+                        "$ref": "#/components/schemas/OpenAIChatCompletionUsage",
+                        "description": "Token usage information for the completion"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "choices",
+                    "object",
+                    "created",
+                    "model"
+                ],
+                "title": "OpenAIChatCompletion",
+                "description": "Response from an OpenAI-compatible chat completion request."
+            },
+            "OpenAIChatCompletionChunk": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "The ID of the chat completion"
+                    },
+                    "choices": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIChunkChoice"
+                        },
+                        "description": "List of choices"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "chat.completion.chunk",
+                        "default": "chat.completion.chunk",
+                        "description": "The object type, which will be \"chat.completion.chunk\""
+                    },
+                    "created": {
+                        "type": "integer",
+                        "description": "The Unix timestamp in seconds when the chat completion was created"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model that was used to generate the chat completion"
+                    },
+                    "usage": {
+                        "$ref": "#/components/schemas/OpenAIChatCompletionUsage",
+                        "description": "Token usage information (typically included in final chunk with stream_options)"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "choices",
+                    "object",
+                    "created",
+                    "model"
+                ],
+                "title": "OpenAIChatCompletionChunk",
+                "description": "Chunk from a streaming response to an OpenAI-compatible chat completion request."
+            },
+            "OpenAIChoiceDelta": {
+                "type": "object",
+                "properties": {
+                    "content": {
+                        "type": "string",
+                        "description": "(Optional) The content of the delta"
+                    },
+                    "refusal": {
+                        "type": "string",
+                        "description": "(Optional) The refusal of the delta"
+                    },
+                    "role": {
+                        "type": "string",
+                        "description": "(Optional) The role of the delta"
+                    },
+                    "tool_calls": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIChatCompletionToolCall"
+                        },
+                        "description": "(Optional) The tool calls of the delta"
+                    },
+                    "reasoning_content": {
+                        "type": "string",
+                        "description": "(Optional) The reasoning content from the model (non-standard, for o1/o3 models)"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenAIChoiceDelta",
+                "description": "A delta from an OpenAI-compatible chat completion streaming response."
+            },
+            "OpenAIChunkChoice": {
+                "type": "object",
+                "properties": {
+                    "delta": {
+                        "$ref": "#/components/schemas/OpenAIChoiceDelta",
+                        "description": "The delta from the chunk"
+                    },
+                    "finish_reason": {
+                        "type": "string",
+                        "description": "The reason the model stopped generating"
+                    },
+                    "index": {
+                        "type": "integer",
+                        "description": "The index of the choice"
+                    },
+                    "logprobs": {
+                        "$ref": "#/components/schemas/OpenAIChoiceLogprobs",
+                        "description": "(Optional) The log probabilities for the tokens in the message"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "delta",
+                    "finish_reason",
+                    "index"
+                ],
+                "title": "OpenAIChunkChoice",
+                "description": "A chunk choice from an OpenAI-compatible chat completion streaming response."
+            },
+            "OpenAICompletionWithInputMessages": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "The ID of the chat completion"
+                    },
+                    "choices": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIChoice"
+                        },
+                        "description": "List of choices"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "chat.completion",
+                        "default": "chat.completion",
+                        "description": "The object type, which will be \"chat.completion\""
+                    },
+                    "created": {
+                        "type": "integer",
+                        "description": "The Unix timestamp in seconds when the chat completion was created"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model that was used to generate the chat completion"
+                    },
+                    "usage": {
+                        "$ref": "#/components/schemas/OpenAIChatCompletionUsage",
+                        "description": "Token usage information for the completion"
+                    },
+                    "input_messages": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIMessageParam"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "choices",
+                    "object",
+                    "created",
+                    "model",
+                    "input_messages"
+                ],
+                "title": "OpenAICompletionWithInputMessages"
+            },
+            "OpenAICompletionRequestWithExtraBody": {
+                "type": "object",
+                "properties": {
+                    "model": {
+                        "type": "string",
+                        "description": "The identifier of the model to use. The model must be registered with Llama Stack and available via the /models endpoint."
+                    },
+                    "prompt": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "integer"
+                                }
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "array",
+                                    "items": {
+                                        "type": "integer"
+                                    }
+                                }
+                            }
+                        ],
+                        "description": "The prompt to generate a completion for."
+                    },
+                    "best_of": {
+                        "type": "integer",
+                        "description": "(Optional) The number of completions to generate."
+                    },
+                    "echo": {
+                        "type": "boolean",
+                        "description": "(Optional) Whether to echo the prompt."
+                    },
+                    "frequency_penalty": {
+                        "type": "number",
+                        "description": "(Optional) The penalty for repeated tokens."
+                    },
+                    "logit_bias": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "number"
+                        },
+                        "description": "(Optional) The logit bias to use."
+                    },
+                    "logprobs": {
+                        "type": "boolean",
+                        "description": "(Optional) The log probabilities to use."
+                    },
+                    "max_tokens": {
+                        "type": "integer",
+                        "description": "(Optional) The maximum number of tokens to generate."
+                    },
+                    "n": {
+                        "type": "integer",
+                        "description": "(Optional) The number of completions to generate."
+                    },
+                    "presence_penalty": {
+                        "type": "number",
+                        "description": "(Optional) The penalty for repeated tokens."
+                    },
+                    "seed": {
+                        "type": "integer",
+                        "description": "(Optional) The seed to use."
+                    },
+                    "stop": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            }
+                        ],
+                        "description": "(Optional) The stop tokens to use."
+                    },
+                    "stream": {
+                        "type": "boolean",
+                        "description": "(Optional) Whether to stream the response."
+                    },
+                    "stream_options": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) The stream options to use."
+                    },
+                    "temperature": {
+                        "type": "number",
+                        "description": "(Optional) The temperature to use."
+                    },
+                    "top_p": {
+                        "type": "number",
+                        "description": "(Optional) The top p to use."
+                    },
+                    "user": {
+                        "type": "string",
+                        "description": "(Optional) The user to use."
+                    },
+                    "suffix": {
+                        "type": "string",
+                        "description": "(Optional) The suffix that should be appended to the completion."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "model",
+                    "prompt"
+                ],
+                "title": "OpenAICompletionRequestWithExtraBody",
+                "description": "Request parameters for OpenAI-compatible completion endpoint."
+            },
+            "OpenAICompletion": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string"
+                    },
+                    "choices": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAICompletionChoice"
+                        }
+                    },
+                    "created": {
+                        "type": "integer"
+                    },
+                    "model": {
+                        "type": "string"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "text_completion",
+                        "default": "text_completion"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "choices",
+                    "created",
+                    "model",
+                    "object"
+                ],
+                "title": "OpenAICompletion",
+                "description": "Response from an OpenAI-compatible completion request."
+            },
+            "OpenAICompletionChoice": {
+                "type": "object",
+                "properties": {
+                    "finish_reason": {
+                        "type": "string"
+                    },
+                    "text": {
+                        "type": "string"
+                    },
+                    "index": {
+                        "type": "integer"
+                    },
+                    "logprobs": {
+                        "$ref": "#/components/schemas/OpenAIChoiceLogprobs"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "finish_reason",
+                    "text",
+                    "index"
+                ],
+                "title": "OpenAICompletionChoice",
+                "description": "A choice from an OpenAI-compatible completion response."
+            },
+            "OpenAIEmbeddingsRequestWithExtraBody": {
+                "type": "object",
+                "properties": {
+                    "model": {
+                        "type": "string",
+                        "description": "The identifier of the model to use. The model must be an embedding model registered with Llama Stack and available via the /models endpoint."
+                    },
+                    "input": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            }
+                        ],
+                        "description": "Input text to embed, encoded as a string or array of strings. To embed multiple inputs in a single request, pass an array of strings."
+                    },
+                    "encoding_format": {
+                        "type": "string",
+                        "default": "float",
+                        "description": "(Optional) The format to return the embeddings in. Can be either \"float\" or \"base64\". Defaults to \"float\"."
+                    },
+                    "dimensions": {
+                        "type": "integer",
+                        "description": "(Optional) The number of dimensions the resulting output embeddings should have. Only supported in text-embedding-3 and later models."
+                    },
+                    "user": {
+                        "type": "string",
+                        "description": "(Optional) A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "model",
+                    "input"
+                ],
+                "title": "OpenAIEmbeddingsRequestWithExtraBody",
+                "description": "Request parameters for OpenAI-compatible embeddings endpoint."
+            },
+            "OpenAIEmbeddingData": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "const": "embedding",
+                        "default": "embedding",
+                        "description": "The object type, which will be \"embedding\""
+                    },
+                    "embedding": {
+                        "oneOf": [
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "number"
+                                }
+                            },
+                            {
+                                "type": "string"
+                            }
+                        ],
+                        "description": "The embedding vector as a list of floats (when encoding_format=\"float\") or as a base64-encoded string (when encoding_format=\"base64\")"
+                    },
+                    "index": {
+                        "type": "integer",
+                        "description": "The index of the embedding in the input list"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "embedding",
+                    "index"
+                ],
+                "title": "OpenAIEmbeddingData",
+                "description": "A single embedding data object from an OpenAI-compatible embeddings response."
+            },
+            "OpenAIEmbeddingUsage": {
+                "type": "object",
+                "properties": {
+                    "prompt_tokens": {
+                        "type": "integer",
+                        "description": "The number of tokens in the input"
+                    },
+                    "total_tokens": {
+                        "type": "integer",
+                        "description": "The total number of tokens used"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "prompt_tokens",
+                    "total_tokens"
+                ],
+                "title": "OpenAIEmbeddingUsage",
+                "description": "Usage information for an OpenAI-compatible embeddings response."
+            },
+            "OpenAIEmbeddingsResponse": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "const": "list",
+                        "default": "list",
+                        "description": "The object type, which will be \"list\""
+                    },
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIEmbeddingData"
+                        },
+                        "description": "List of embedding data objects"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model that was used to generate the embeddings"
+                    },
+                    "usage": {
+                        "$ref": "#/components/schemas/OpenAIEmbeddingUsage",
+                        "description": "Usage information"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "data",
+                    "model",
+                    "usage"
+                ],
+                "title": "OpenAIEmbeddingsResponse",
+                "description": "Response from an OpenAI-compatible embeddings request."
+            },
+            "OpenAIFilePurpose": {
+                "type": "string",
+                "enum": [
+                    "assistants",
+                    "batch"
+                ],
+                "title": "OpenAIFilePurpose",
+                "description": "Valid purpose values for OpenAI Files API."
+            },
+            "ListOpenAIFileResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIFileObject"
+                        },
+                        "description": "List of file objects"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "description": "Whether there are more files available beyond this page"
+                    },
+                    "first_id": {
+                        "type": "string",
+                        "description": "ID of the first file in the list for pagination"
+                    },
+                    "last_id": {
+                        "type": "string",
+                        "description": "ID of the last file in the list for pagination"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "list",
+                        "default": "list",
+                        "description": "The object type, which is always \"list\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data",
+                    "has_more",
+                    "first_id",
+                    "last_id",
+                    "object"
+                ],
+                "title": "ListOpenAIFileResponse",
+                "description": "Response for listing files in OpenAI Files API."
+            },
+            "OpenAIFileObject": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "const": "file",
+                        "default": "file",
+                        "description": "The object type, which is always \"file\""
+                    },
+                    "id": {
+                        "type": "string",
+                        "description": "The file identifier, which can be referenced in the API endpoints"
+                    },
+                    "bytes": {
+                        "type": "integer",
+                        "description": "The size of the file, in bytes"
+                    },
+                    "created_at": {
+                        "type": "integer",
+                        "description": "The Unix timestamp (in seconds) for when the file was created"
+                    },
+                    "expires_at": {
+                        "type": "integer",
+                        "description": "The Unix timestamp (in seconds) for when the file expires"
+                    },
+                    "filename": {
+                        "type": "string",
+                        "description": "The name of the file"
+                    },
+                    "purpose": {
+                        "type": "string",
+                        "enum": [
+                            "assistants",
+                            "batch"
+                        ],
+                        "description": "The intended purpose of the file"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "id",
+                    "bytes",
+                    "created_at",
+                    "expires_at",
+                    "filename",
+                    "purpose"
+                ],
+                "title": "OpenAIFileObject",
+                "description": "OpenAI File object as defined in the OpenAI Files API."
+            },
+            "ExpiresAfter": {
+                "type": "object",
+                "properties": {
+                    "anchor": {
+                        "type": "string",
+                        "const": "created_at"
+                    },
+                    "seconds": {
+                        "type": "integer"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "anchor",
+                    "seconds"
+                ],
+                "title": "ExpiresAfter",
+                "description": "Control expiration of uploaded files.\nParams:\n - anchor, must be \"created_at\"\n - seconds, must be int between 3600 and 2592000 (1 hour to 30 days)"
+            },
+            "OpenAIFileDeleteResponse": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "The file identifier that was deleted"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "file",
+                        "default": "file",
+                        "description": "The object type, which is always \"file\""
+                    },
+                    "deleted": {
+                        "type": "boolean",
+                        "description": "Whether the file was successfully deleted"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "deleted"
+                ],
+                "title": "OpenAIFileDeleteResponse",
+                "description": "Response for deleting a file in OpenAI Files API."
+            },
+            "Response": {
+                "type": "object",
+                "title": "Response"
+            },
+            "OpenAIModel": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "model",
+                        "default": "model"
+                    },
+                    "created": {
+                        "type": "integer"
+                    },
+                    "owned_by": {
+                        "type": "string"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "created",
+                    "owned_by"
+                ],
+                "title": "OpenAIModel",
+                "description": "A model from OpenAI."
+            },
+            "OpenAIListModelsResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIModel"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "OpenAIListModelsResponse"
+            },
+            "RunModerationRequest": {
+                "type": "object",
+                "properties": {
+                    "input": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            }
+                        ],
+                        "description": "Input (or inputs) to classify. Can be a single string, an array of strings, or an array of multi-modal input objects similar to other models."
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "(Optional) The content moderation model you would like to use."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "input"
+                ],
+                "title": "RunModerationRequest"
+            },
+            "ModerationObject": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "The unique identifier for the moderation request."
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model used to generate the moderation results."
+                    },
+                    "results": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ModerationObjectResults"
+                        },
+                        "description": "A list of moderation objects"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "model",
+                    "results"
+                ],
+                "title": "ModerationObject",
+                "description": "A moderation object."
+            },
+            "ModerationObjectResults": {
+                "type": "object",
+                "properties": {
+                    "flagged": {
+                        "type": "boolean",
+                        "description": "Whether any of the below categories are flagged."
+                    },
+                    "categories": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "boolean"
+                        },
+                        "description": "A list of the categories, and whether they are flagged or not."
+                    },
+                    "category_applied_input_types": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "array",
+                            "items": {
+                                "type": "string"
+                            }
+                        },
+                        "description": "A list of the categories along with the input type(s) that the score applies to."
+                    },
+                    "category_scores": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "number"
+                        },
+                        "description": "A list of the categories along with their scores as predicted by model."
+                    },
+                    "user_message": {
+                        "type": "string"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "flagged",
+                    "metadata"
+                ],
+                "title": "ModerationObjectResults",
+                "description": "A moderation object."
+            },
+            "ListOpenAIResponseObject": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseObjectWithInput"
+                        },
+                        "description": "List of response objects with their input context"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "description": "Whether there are more results available beyond this page"
+                    },
+                    "first_id": {
+                        "type": "string",
+                        "description": "Identifier of the first item in this page"
+                    },
+                    "last_id": {
+                        "type": "string",
+                        "description": "Identifier of the last item in this page"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "list",
+                        "default": "list",
+                        "description": "Object type identifier, always \"list\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data",
+                    "has_more",
+                    "first_id",
+                    "last_id",
+                    "object"
+                ],
+                "title": "ListOpenAIResponseObject",
+                "description": "Paginated list of OpenAI response objects with navigation metadata."
+            },
+            "OpenAIResponseAnnotationCitation": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "url_citation",
+                        "default": "url_citation",
+                        "description": "Annotation type identifier, always \"url_citation\""
+                    },
+                    "end_index": {
+                        "type": "integer",
+                        "description": "End position of the citation span in the content"
+                    },
+                    "start_index": {
+                        "type": "integer",
+                        "description": "Start position of the citation span in the content"
+                    },
+                    "title": {
+                        "type": "string",
+                        "description": "Title of the referenced web resource"
+                    },
+                    "url": {
+                        "type": "string",
+                        "description": "URL of the referenced web resource"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "end_index",
+                    "start_index",
+                    "title",
+                    "url"
+                ],
+                "title": "OpenAIResponseAnnotationCitation",
+                "description": "URL citation annotation for referencing external web resources."
+            },
+            "OpenAIResponseAnnotationContainerFileCitation": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "container_file_citation",
+                        "default": "container_file_citation"
+                    },
+                    "container_id": {
+                        "type": "string"
+                    },
+                    "end_index": {
+                        "type": "integer"
+                    },
+                    "file_id": {
+                        "type": "string"
+                    },
+                    "filename": {
+                        "type": "string"
+                    },
+                    "start_index": {
+                        "type": "integer"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "container_id",
+                    "end_index",
+                    "file_id",
+                    "filename",
+                    "start_index"
+                ],
+                "title": "OpenAIResponseAnnotationContainerFileCitation"
+            },
+            "OpenAIResponseAnnotationFileCitation": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "file_citation",
+                        "default": "file_citation",
+                        "description": "Annotation type identifier, always \"file_citation\""
+                    },
+                    "file_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the referenced file"
+                    },
+                    "filename": {
+                        "type": "string",
+                        "description": "Name of the referenced file"
+                    },
+                    "index": {
+                        "type": "integer",
+                        "description": "Position index of the citation within the content"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "file_id",
+                    "filename",
+                    "index"
+                ],
+                "title": "OpenAIResponseAnnotationFileCitation",
+                "description": "File citation annotation for referencing specific files in response content."
+            },
+            "OpenAIResponseAnnotationFilePath": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "file_path",
+                        "default": "file_path"
+                    },
+                    "file_id": {
+                        "type": "string"
+                    },
+                    "index": {
+                        "type": "integer"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "file_id",
+                    "index"
+                ],
+                "title": "OpenAIResponseAnnotationFilePath"
+            },
+            "OpenAIResponseAnnotations": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseAnnotationFileCitation"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseAnnotationCitation"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseAnnotationContainerFileCitation"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseAnnotationFilePath"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "file_citation": "#/components/schemas/OpenAIResponseAnnotationFileCitation",
+                        "url_citation": "#/components/schemas/OpenAIResponseAnnotationCitation",
+                        "container_file_citation": "#/components/schemas/OpenAIResponseAnnotationContainerFileCitation",
+                        "file_path": "#/components/schemas/OpenAIResponseAnnotationFilePath"
+                    }
+                }
+            },
+            "OpenAIResponseContentPartRefusal": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "refusal",
+                        "default": "refusal",
+                        "description": "Content part type identifier, always \"refusal\""
+                    },
+                    "refusal": {
+                        "type": "string",
+                        "description": "Refusal text supplied by the model"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "refusal"
+                ],
+                "title": "OpenAIResponseContentPartRefusal",
+                "description": "Refusal content within a streamed response part."
+            },
+            "OpenAIResponseError": {
+                "type": "object",
+                "properties": {
+                    "code": {
+                        "type": "string",
+                        "description": "Error code identifying the type of failure"
+                    },
+                    "message": {
+                        "type": "string",
+                        "description": "Human-readable error message describing the failure"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "code",
+                    "message"
+                ],
+                "title": "OpenAIResponseError",
+                "description": "Error details for failed OpenAI response requests."
+            },
+            "OpenAIResponseInput": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutput"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputFunctionToolCallOutput"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseMCPApprovalResponse"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseMessage"
+                    }
+                ]
+            },
+            "OpenAIResponseInputFunctionToolCallOutput": {
+                "type": "object",
+                "properties": {
+                    "call_id": {
+                        "type": "string"
+                    },
+                    "output": {
+                        "type": "string"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "function_call_output",
+                        "default": "function_call_output"
+                    },
+                    "id": {
+                        "type": "string"
+                    },
+                    "status": {
+                        "type": "string"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "call_id",
+                    "output",
+                    "type"
+                ],
+                "title": "OpenAIResponseInputFunctionToolCallOutput",
+                "description": "This represents the output of a function call that gets passed back to the model."
+            },
+            "OpenAIResponseInputMessageContent": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputMessageContentText"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputMessageContentImage"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputMessageContentFile"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "input_text": "#/components/schemas/OpenAIResponseInputMessageContentText",
+                        "input_image": "#/components/schemas/OpenAIResponseInputMessageContentImage",
+                        "input_file": "#/components/schemas/OpenAIResponseInputMessageContentFile"
+                    }
+                }
+            },
+            "OpenAIResponseInputMessageContentFile": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "input_file",
+                        "default": "input_file",
+                        "description": "The type of the input item. Always `input_file`."
+                    },
+                    "file_data": {
+                        "type": "string",
+                        "description": "The data of the file to be sent to the model."
+                    },
+                    "file_id": {
+                        "type": "string",
+                        "description": "(Optional) The ID of the file to be sent to the model."
+                    },
+                    "file_url": {
+                        "type": "string",
+                        "description": "The URL of the file to be sent to the model."
+                    },
+                    "filename": {
+                        "type": "string",
+                        "description": "The name of the file to be sent to the model."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIResponseInputMessageContentFile",
+                "description": "File content for input messages in OpenAI response format."
+            },
+            "OpenAIResponseInputMessageContentImage": {
+                "type": "object",
+                "properties": {
+                    "detail": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "const": "low"
+                            },
+                            {
+                                "type": "string",
+                                "const": "high"
+                            },
+                            {
+                                "type": "string",
+                                "const": "auto"
+                            }
+                        ],
+                        "default": "auto",
+                        "description": "Level of detail for image processing, can be \"low\", \"high\", or \"auto\""
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "input_image",
+                        "default": "input_image",
+                        "description": "Content type identifier, always \"input_image\""
+                    },
+                    "file_id": {
+                        "type": "string",
+                        "description": "(Optional) The ID of the file to be sent to the model."
+                    },
+                    "image_url": {
+                        "type": "string",
+                        "description": "(Optional) URL of the image content"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "detail",
+                    "type"
+                ],
+                "title": "OpenAIResponseInputMessageContentImage",
+                "description": "Image content for input messages in OpenAI response format."
+            },
+            "OpenAIResponseInputMessageContentText": {
+                "type": "object",
+                "properties": {
+                    "text": {
+                        "type": "string",
+                        "description": "The text content of the input message"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "input_text",
+                        "default": "input_text",
+                        "description": "Content type identifier, always \"input_text\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "text",
+                    "type"
+                ],
+                "title": "OpenAIResponseInputMessageContentText",
+                "description": "Text content for input messages in OpenAI response format."
+            },
+            "OpenAIResponseInputToolChoice": {
+                "oneOf": [
+                    {
+                        "type": "string",
+                        "enum": [
+                            "auto",
+                            "required",
+                            "none"
+                        ],
+                        "title": "OpenAIResponseInputToolChoiceMode"
+                    },
+                    {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseInputToolChoiceFileSearch"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseInputToolChoiceWebSearch"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseInputToolChoiceMCPTool"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseInputToolChoiceCustomTool"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "allowed_tools": "#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools",
+                                "file_search": "#/components/schemas/OpenAIResponseInputToolChoiceFileSearch",
+                                "web_search_preview": "#/components/schemas/OpenAIResponseInputToolChoiceWebSearch",
+                                "function": "#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool",
+                                "mcp": "#/components/schemas/OpenAIResponseInputToolChoiceMCPTool",
+                                "custom": "#/components/schemas/OpenAIResponseInputToolChoiceCustomTool"
+                            }
+                        }
+                    }
+                ]
+            },
+            "OpenAIResponseInputToolChoiceAllowedTools": {
+                "type": "object",
+                "properties": {
+                    "mode": {
+                        "type": "string",
+                        "enum": [
+                            "auto",
+                            "required"
+                        ],
+                        "default": "auto",
+                        "description": "Constrains the tools available to the model to a pre-defined set"
+                    },
+                    "tools": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "type": "string"
+                            }
+                        },
+                        "description": "A list of tool definitions that the model should be allowed to call"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "allowed_tools",
+                        "default": "allowed_tools",
+                        "description": "Tool choice type identifier, always \"allowed_tools\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "mode",
+                    "tools",
+                    "type"
+                ],
+                "title": "OpenAIResponseInputToolChoiceAllowedTools",
+                "description": "Constrains the tools available to the model to a pre-defined set."
+            },
+            "OpenAIResponseInputToolChoiceCustomTool": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "custom",
+                        "default": "custom",
+                        "description": "Tool choice type identifier, always \"custom\""
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "The name of the custom tool to call."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "name"
+                ],
+                "title": "OpenAIResponseInputToolChoiceCustomTool",
+                "description": "Forces the model to call a custom tool."
+            },
+            "OpenAIResponseInputToolChoiceFileSearch": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "file_search",
+                        "default": "file_search",
+                        "description": "Tool choice type identifier, always \"file_search\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIResponseInputToolChoiceFileSearch",
+                "description": "Indicates that the model should use file search to generate a response."
+            },
+            "OpenAIResponseInputToolChoiceFunctionTool": {
+                "type": "object",
+                "properties": {
+                    "name": {
+                        "type": "string",
+                        "description": "The name of the function to call"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "function",
+                        "default": "function",
+                        "description": "Tool choice type identifier, always \"function\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "name",
+                    "type"
+                ],
+                "title": "OpenAIResponseInputToolChoiceFunctionTool",
+                "description": "Forces the model to call a specific function."
+            },
+            "OpenAIResponseInputToolChoiceMCPTool": {
+                "type": "object",
+                "properties": {
+                    "server_label": {
+                        "type": "string",
+                        "description": "The label of the MCP server to use."
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "mcp",
+                        "default": "mcp",
+                        "description": "Tool choice type identifier, always \"mcp\""
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) The name of the tool to call on the server."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "server_label",
+                    "type"
+                ],
+                "title": "OpenAIResponseInputToolChoiceMCPTool",
+                "description": "Forces the model to call a specific tool on a remote MCP server"
+            },
+            "OpenAIResponseInputToolChoiceWebSearch": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "web_search_preview",
+                        "default": "web_search_preview",
+                        "description": "Tool choice type identifier, always \"web_search_preview\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIResponseInputToolChoiceWebSearch",
+                "description": "Indicates that the model should use web search to generate a response."
+            },
+            "OpenAIResponseInputToolFileSearch": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "file_search",
+                        "default": "file_search",
+                        "description": "Tool type identifier, always \"file_search\""
+                    },
+                    "vector_store_ids": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of vector store identifiers to search within"
+                    },
+                    "filters": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Additional filters to apply to the search"
+                    },
+                    "max_num_results": {
+                        "type": "integer",
+                        "default": 10,
+                        "description": "(Optional) Maximum number of search results to return (1-50)"
+                    },
+                    "ranking_options": {
+                        "type": "object",
+                        "properties": {
+                            "ranker": {
+                                "type": "string",
+                                "description": "(Optional) Name of the ranking algorithm to use"
+                            },
+                            "score_threshold": {
+                                "type": "number",
+                                "default": 0.0,
+                                "description": "(Optional) Minimum relevance score threshold for results"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "description": "(Optional) Options for ranking and scoring search results"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "vector_store_ids"
+                ],
+                "title": "OpenAIResponseInputToolFileSearch",
+                "description": "File search tool configuration for OpenAI response inputs."
+            },
+            "OpenAIResponseInputToolFunction": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "function",
+                        "default": "function",
+                        "description": "Tool type identifier, always \"function\""
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "Name of the function that can be called"
+                    },
+                    "description": {
+                        "type": "string",
+                        "description": "(Optional) Description of what the function does"
+                    },
+                    "parameters": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) JSON schema defining the function's parameters"
+                    },
+                    "strict": {
+                        "type": "boolean",
+                        "description": "(Optional) Whether to enforce strict parameter validation"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "name"
+                ],
+                "title": "OpenAIResponseInputToolFunction",
+                "description": "Function tool configuration for OpenAI response inputs."
+            },
+            "OpenAIResponseInputToolWebSearch": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "const": "web_search"
+                            },
+                            {
+                                "type": "string",
+                                "const": "web_search_preview"
+                            },
+                            {
+                                "type": "string",
+                                "const": "web_search_preview_2025_03_11"
+                            }
+                        ],
+                        "default": "web_search",
+                        "description": "Web search tool type variant to use"
+                    },
+                    "search_context_size": {
+                        "type": "string",
+                        "default": "medium",
+                        "description": "(Optional) Size of search context, must be \"low\", \"medium\", or \"high\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIResponseInputToolWebSearch",
+                "description": "Web search tool configuration for OpenAI response inputs."
+            },
+            "OpenAIResponseMCPApprovalRequest": {
+                "type": "object",
+                "properties": {
+                    "arguments": {
+                        "type": "string"
+                    },
+                    "id": {
+                        "type": "string"
+                    },
+                    "name": {
+                        "type": "string"
+                    },
+                    "server_label": {
+                        "type": "string"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "mcp_approval_request",
+                        "default": "mcp_approval_request"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "arguments",
+                    "id",
+                    "name",
+                    "server_label",
+                    "type"
+                ],
+                "title": "OpenAIResponseMCPApprovalRequest",
+                "description": "A request for human approval of a tool invocation."
+            },
+            "OpenAIResponseMCPApprovalResponse": {
+                "type": "object",
+                "properties": {
+                    "approval_request_id": {
+                        "type": "string"
+                    },
+                    "approve": {
+                        "type": "boolean"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "mcp_approval_response",
+                        "default": "mcp_approval_response"
+                    },
+                    "id": {
+                        "type": "string"
+                    },
+                    "reason": {
+                        "type": "string"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "approval_request_id",
+                    "approve",
+                    "type"
+                ],
+                "title": "OpenAIResponseMCPApprovalResponse",
+                "description": "A response to an MCP approval request."
+            },
+            "OpenAIResponseMessage": {
+                "type": "object",
+                "properties": {
+                    "content": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIResponseInputMessageContent"
+                                }
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIResponseOutputMessageContent"
+                                }
+                            }
+                        ]
+                    },
+                    "role": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "const": "system"
+                            },
+                            {
+                                "type": "string",
+                                "const": "developer"
+                            },
+                            {
+                                "type": "string",
+                                "const": "user"
+                            },
+                            {
+                                "type": "string",
+                                "const": "assistant"
+                            }
+                        ]
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "message",
+                        "default": "message"
+                    },
+                    "id": {
+                        "type": "string"
+                    },
+                    "status": {
+                        "type": "string"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content",
+                    "role",
+                    "type"
+                ],
+                "title": "OpenAIResponseMessage",
+                "description": "Corresponds to the various Message types in the Responses API. They are all under one type because the Responses API gives them all the same \"type\" value, and there is no way to tell them apart in certain scenarios."
+            },
+            "OpenAIResponseObjectWithInput": {
+                "type": "object",
+                "properties": {
+                    "created_at": {
+                        "type": "integer",
+                        "description": "Unix timestamp when the response was created"
+                    },
+                    "error": {
+                        "$ref": "#/components/schemas/OpenAIResponseError",
+                        "description": "(Optional) Error details if the response generation failed"
+                    },
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for this response"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "Model identifier used for generation"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "response",
+                        "default": "response",
+                        "description": "Object type identifier, always \"response\""
+                    },
+                    "output": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseOutput"
+                        },
+                        "description": "List of generated output items (messages, tool calls, etc.)"
+                    },
+                    "parallel_tool_calls": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Whether tool calls can be executed in parallel"
+                    },
+                    "previous_response_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the previous response in a conversation"
+                    },
+                    "prompt": {
+                        "$ref": "#/components/schemas/OpenAIResponsePrompt",
+                        "description": "(Optional) Reference to a prompt template and its variables."
+                    },
+                    "status": {
+                        "type": "string",
+                        "description": "Current status of the response generation"
+                    },
+                    "temperature": {
+                        "type": "number",
+                        "description": "(Optional) Sampling temperature used for generation"
+                    },
+                    "text": {
+                        "$ref": "#/components/schemas/OpenAIResponseText",
+                        "description": "Text formatting configuration for the response"
+                    },
+                    "top_p": {
+                        "type": "number",
+                        "description": "(Optional) Nucleus sampling parameter used for generation"
+                    },
+                    "tools": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseTool"
+                        },
+                        "description": "(Optional) An array of tools the model may call while generating a response."
+                    },
+                    "tool_choice": {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolChoice",
+                        "description": "(Optional) Tool choice configuration for the response."
+                    },
+                    "truncation": {
+                        "type": "string",
+                        "description": "(Optional) Truncation strategy applied to the response"
+                    },
+                    "usage": {
+                        "$ref": "#/components/schemas/OpenAIResponseUsage",
+                        "description": "(Optional) Token usage information for the response"
+                    },
+                    "instructions": {
+                        "type": "string",
+                        "description": "(Optional) System message inserted into the model's context"
+                    },
+                    "input": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseInput"
+                        },
+                        "description": "List of input items that led to this response"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "created_at",
+                    "id",
+                    "model",
+                    "object",
+                    "output",
+                    "parallel_tool_calls",
+                    "status",
+                    "text",
+                    "input"
+                ],
+                "title": "OpenAIResponseObjectWithInput",
+                "description": "OpenAI response object extended with input context information."
+            },
+            "OpenAIResponseOutput": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseMessage"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPCall"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "message": "#/components/schemas/OpenAIResponseMessage",
+                        "web_search_call": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall",
+                        "file_search_call": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall",
+                        "function_call": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall",
+                        "mcp_call": "#/components/schemas/OpenAIResponseOutputMessageMCPCall",
+                        "mcp_list_tools": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools",
+                        "mcp_approval_request": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
+                    }
+                }
+            },
+            "OpenAIResponseOutputMessageContent": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageContentOutputText"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseContentPartRefusal"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "output_text": "#/components/schemas/OpenAIResponseOutputMessageContentOutputText",
+                        "refusal": "#/components/schemas/OpenAIResponseContentPartRefusal"
+                    }
+                }
+            },
+            "OpenAIResponseOutputMessageContentOutputText": {
+                "type": "object",
+                "properties": {
+                    "text": {
+                        "type": "string"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "output_text",
+                        "default": "output_text"
+                    },
+                    "annotations": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseAnnotations"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "text",
+                    "type",
+                    "annotations"
+                ],
+                "title": "OpenAIResponseOutputMessageContentOutputText"
+            },
+            "OpenAIResponseOutputMessageFileSearchToolCall": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for this tool call"
+                    },
+                    "queries": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of search queries executed"
+                    },
+                    "status": {
+                        "type": "string",
+                        "description": "Current status of the file search operation"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "file_search_call",
+                        "default": "file_search_call",
+                        "description": "Tool call type identifier, always \"file_search_call\""
+                    },
+                    "results": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "properties": {
+                                "attributes": {
+                                    "type": "object",
+                                    "additionalProperties": {
+                                        "oneOf": [
+                                            {
+                                                "type": "null"
+                                            },
+                                            {
+                                                "type": "boolean"
+                                            },
+                                            {
+                                                "type": "number"
+                                            },
+                                            {
+                                                "type": "string"
+                                            },
+                                            {
+                                                "type": "array"
+                                            },
+                                            {
+                                                "type": "object"
+                                            }
+                                        ]
+                                    },
+                                    "description": "(Optional) Key-value attributes associated with the file"
+                                },
+                                "file_id": {
+                                    "type": "string",
+                                    "description": "Unique identifier of the file containing the result"
+                                },
+                                "filename": {
+                                    "type": "string",
+                                    "description": "Name of the file containing the result"
+                                },
+                                "score": {
+                                    "type": "number",
+                                    "description": "Relevance score for this search result (between 0 and 1)"
+                                },
+                                "text": {
+                                    "type": "string",
+                                    "description": "Text content of the search result"
+                                }
+                            },
+                            "additionalProperties": false,
+                            "required": [
+                                "attributes",
+                                "file_id",
+                                "filename",
+                                "score",
+                                "text"
+                            ],
+                            "title": "OpenAIResponseOutputMessageFileSearchToolCallResults",
+                            "description": "Search results returned by the file search operation."
+                        },
+                        "description": "(Optional) Search results returned by the file search operation"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "queries",
+                    "status",
+                    "type"
+                ],
+                "title": "OpenAIResponseOutputMessageFileSearchToolCall",
+                "description": "File search tool call output message for OpenAI responses."
+            },
+            "OpenAIResponseOutputMessageFunctionToolCall": {
+                "type": "object",
+                "properties": {
+                    "call_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the function call"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "Name of the function being called"
+                    },
+                    "arguments": {
+                        "type": "string",
+                        "description": "JSON string containing the function arguments"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "function_call",
+                        "default": "function_call",
+                        "description": "Tool call type identifier, always \"function_call\""
+                    },
+                    "id": {
+                        "type": "string",
+                        "description": "(Optional) Additional identifier for the tool call"
+                    },
+                    "status": {
+                        "type": "string",
+                        "description": "(Optional) Current status of the function call execution"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "call_id",
+                    "name",
+                    "arguments",
+                    "type"
+                ],
+                "title": "OpenAIResponseOutputMessageFunctionToolCall",
+                "description": "Function tool call output message for OpenAI responses."
+            },
+            "OpenAIResponseOutputMessageMCPCall": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for this MCP call"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "mcp_call",
+                        "default": "mcp_call",
+                        "description": "Tool call type identifier, always \"mcp_call\""
+                    },
+                    "arguments": {
+                        "type": "string",
+                        "description": "JSON string containing the MCP call arguments"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "Name of the MCP method being called"
+                    },
+                    "server_label": {
+                        "type": "string",
+                        "description": "Label identifying the MCP server handling the call"
+                    },
+                    "error": {
+                        "type": "string",
+                        "description": "(Optional) Error message if the MCP call failed"
+                    },
+                    "output": {
+                        "type": "string",
+                        "description": "(Optional) Output result from the successful MCP call"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "type",
+                    "arguments",
+                    "name",
+                    "server_label"
+                ],
+                "title": "OpenAIResponseOutputMessageMCPCall",
+                "description": "Model Context Protocol (MCP) call output message for OpenAI responses."
+            },
+            "OpenAIResponseOutputMessageMCPListTools": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for this MCP list tools operation"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "mcp_list_tools",
+                        "default": "mcp_list_tools",
+                        "description": "Tool call type identifier, always \"mcp_list_tools\""
+                    },
+                    "server_label": {
+                        "type": "string",
+                        "description": "Label identifying the MCP server providing the tools"
+                    },
+                    "tools": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "properties": {
+                                "input_schema": {
+                                    "type": "object",
+                                    "additionalProperties": {
+                                        "oneOf": [
+                                            {
+                                                "type": "null"
+                                            },
+                                            {
+                                                "type": "boolean"
+                                            },
+                                            {
+                                                "type": "number"
+                                            },
+                                            {
+                                                "type": "string"
+                                            },
+                                            {
+                                                "type": "array"
+                                            },
+                                            {
+                                                "type": "object"
+                                            }
+                                        ]
+                                    },
+                                    "description": "JSON schema defining the tool's input parameters"
+                                },
+                                "name": {
+                                    "type": "string",
+                                    "description": "Name of the tool"
+                                },
+                                "description": {
+                                    "type": "string",
+                                    "description": "(Optional) Description of what the tool does"
+                                }
+                            },
+                            "additionalProperties": false,
+                            "required": [
+                                "input_schema",
+                                "name"
+                            ],
+                            "title": "MCPListToolsTool",
+                            "description": "Tool definition returned by MCP list tools operation."
+                        },
+                        "description": "List of available tools provided by the MCP server"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "type",
+                    "server_label",
+                    "tools"
+                ],
+                "title": "OpenAIResponseOutputMessageMCPListTools",
+                "description": "MCP list tools output message containing available tools from an MCP server."
+            },
+            "OpenAIResponseOutputMessageWebSearchToolCall": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for this tool call"
+                    },
+                    "status": {
+                        "type": "string",
+                        "description": "Current status of the web search operation"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "web_search_call",
+                        "default": "web_search_call",
+                        "description": "Tool call type identifier, always \"web_search_call\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "status",
+                    "type"
+                ],
+                "title": "OpenAIResponseOutputMessageWebSearchToolCall",
+                "description": "Web search tool call output message for OpenAI responses."
+            },
+            "OpenAIResponsePrompt": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier of the prompt template"
+                    },
+                    "variables": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "$ref": "#/components/schemas/OpenAIResponseInputMessageContent"
+                        },
+                        "description": "Dictionary of variable names to OpenAIResponseInputMessageContent structure for template substitution. The substitution values can either be strings, or other Response input types like images or files."
+                    },
+                    "version": {
+                        "type": "string",
+                        "description": "Version number of the prompt to use (defaults to latest if not specified)"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id"
+                ],
+                "title": "OpenAIResponsePrompt",
+                "description": "OpenAI compatible Prompt object that is used in OpenAI responses."
+            },
+            "OpenAIResponseText": {
+                "type": "object",
+                "properties": {
+                    "format": {
+                        "type": "object",
+                        "properties": {
+                            "type": {
+                                "oneOf": [
+                                    {
+                                        "type": "string",
+                                        "const": "text"
+                                    },
+                                    {
+                                        "type": "string",
+                                        "const": "json_schema"
+                                    },
+                                    {
+                                        "type": "string",
+                                        "const": "json_object"
+                                    }
+                                ],
+                                "description": "Must be \"text\", \"json_schema\", or \"json_object\" to identify the format type"
+                            },
+                            "name": {
+                                "type": "string",
+                                "description": "The name of the response format. Only used for json_schema."
+                            },
+                            "schema": {
+                                "type": "object",
+                                "additionalProperties": {
+                                    "oneOf": [
+                                        {
+                                            "type": "null"
+                                        },
+                                        {
+                                            "type": "boolean"
+                                        },
+                                        {
+                                            "type": "number"
+                                        },
+                                        {
+                                            "type": "string"
+                                        },
+                                        {
+                                            "type": "array"
+                                        },
+                                        {
+                                            "type": "object"
+                                        }
+                                    ]
+                                },
+                                "description": "The JSON schema the response should conform to. In a Python SDK, this is often a `pydantic` model. Only used for json_schema."
+                            },
+                            "description": {
+                                "type": "string",
+                                "description": "(Optional) A description of the response format. Only used for json_schema."
+                            },
+                            "strict": {
+                                "type": "boolean",
+                                "description": "(Optional) Whether to strictly enforce the JSON schema. If true, the response must match the schema exactly. Only used for json_schema."
+                            }
+                        },
+                        "additionalProperties": false,
+                        "required": [
+                            "type"
+                        ],
+                        "description": "(Optional) Text format configuration specifying output format requirements"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenAIResponseText",
+                "description": "Text response configuration for OpenAI responses."
+            },
+            "OpenAIResponseTool": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolWebSearch"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolFileSearch"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolFunction"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseToolMCP"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "web_search": "#/components/schemas/OpenAIResponseInputToolWebSearch",
+                        "file_search": "#/components/schemas/OpenAIResponseInputToolFileSearch",
+                        "function": "#/components/schemas/OpenAIResponseInputToolFunction",
+                        "mcp": "#/components/schemas/OpenAIResponseToolMCP"
+                    }
+                }
+            },
+            "OpenAIResponseToolMCP": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "mcp",
+                        "default": "mcp",
+                        "description": "Tool type identifier, always \"mcp\""
+                    },
+                    "server_label": {
+                        "type": "string",
+                        "description": "Label to identify this MCP server"
+                    },
+                    "allowed_tools": {
+                        "oneOf": [
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            },
+                            {
+                                "type": "object",
+                                "properties": {
+                                    "tool_names": {
+                                        "type": "array",
+                                        "items": {
+                                            "type": "string"
+                                        },
+                                        "description": "(Optional) List of specific tool names that are allowed"
+                                    }
+                                },
+                                "additionalProperties": false,
+                                "title": "AllowedToolsFilter",
+                                "description": "Filter configuration for restricting which MCP tools can be used."
+                            }
+                        ],
+                        "description": "(Optional) Restriction on which tools can be used from this server"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "server_label"
+                ],
+                "title": "OpenAIResponseToolMCP",
+                "description": "Model Context Protocol (MCP) tool configuration for OpenAI response object."
+            },
+            "OpenAIResponseUsage": {
+                "type": "object",
+                "properties": {
+                    "input_tokens": {
+                        "type": "integer",
+                        "description": "Number of tokens in the input"
+                    },
+                    "output_tokens": {
+                        "type": "integer",
+                        "description": "Number of tokens in the output"
+                    },
+                    "total_tokens": {
+                        "type": "integer",
+                        "description": "Total tokens used (input + output)"
+                    },
+                    "input_tokens_details": {
+                        "type": "object",
+                        "properties": {
+                            "cached_tokens": {
+                                "type": "integer",
+                                "description": "Number of tokens retrieved from cache"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "description": "Detailed breakdown of input token usage"
+                    },
+                    "output_tokens_details": {
+                        "type": "object",
+                        "properties": {
+                            "reasoning_tokens": {
+                                "type": "integer",
+                                "description": "Number of tokens used for reasoning (o1/o3 models)"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "description": "Detailed breakdown of output token usage"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "input_tokens",
+                    "output_tokens",
+                    "total_tokens"
+                ],
+                "title": "OpenAIResponseUsage",
+                "description": "Usage information for OpenAI response."
+            },
+            "ResponseGuardrailSpec": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "description": "The type/identifier of the guardrail."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "ResponseGuardrailSpec",
+                "description": "Specification for a guardrail to apply during response generation."
+            },
+            "OpenAIResponseInputTool": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolWebSearch"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolFileSearch"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolFunction"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolMCP"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "web_search": "#/components/schemas/OpenAIResponseInputToolWebSearch",
+                        "file_search": "#/components/schemas/OpenAIResponseInputToolFileSearch",
+                        "function": "#/components/schemas/OpenAIResponseInputToolFunction",
+                        "mcp": "#/components/schemas/OpenAIResponseInputToolMCP"
+                    }
+                }
+            },
+            "OpenAIResponseInputToolMCP": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "mcp",
+                        "default": "mcp",
+                        "description": "Tool type identifier, always \"mcp\""
+                    },
+                    "server_label": {
+                        "type": "string",
+                        "description": "Label to identify this MCP server"
+                    },
+                    "server_url": {
+                        "type": "string",
+                        "description": "URL endpoint of the MCP server"
+                    },
+                    "headers": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) HTTP headers to include when connecting to the server"
+                    },
+                    "require_approval": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "const": "always"
+                            },
+                            {
+                                "type": "string",
+                                "const": "never"
+                            },
+                            {
+                                "type": "object",
+                                "properties": {
+                                    "always": {
+                                        "type": "array",
+                                        "items": {
+                                            "type": "string"
+                                        },
+                                        "description": "(Optional) List of tool names that always require approval"
+                                    },
+                                    "never": {
+                                        "type": "array",
+                                        "items": {
+                                            "type": "string"
+                                        },
+                                        "description": "(Optional) List of tool names that never require approval"
+                                    }
+                                },
+                                "additionalProperties": false,
+                                "title": "ApprovalFilter",
+                                "description": "Filter configuration for MCP tool approval requirements."
+                            }
+                        ],
+                        "default": "never",
+                        "description": "Approval requirement for tool calls (\"always\", \"never\", or filter)"
+                    },
+                    "allowed_tools": {
+                        "oneOf": [
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            },
+                            {
+                                "type": "object",
+                                "properties": {
+                                    "tool_names": {
+                                        "type": "array",
+                                        "items": {
+                                            "type": "string"
+                                        },
+                                        "description": "(Optional) List of specific tool names that are allowed"
+                                    }
+                                },
+                                "additionalProperties": false,
+                                "title": "AllowedToolsFilter",
+                                "description": "Filter configuration for restricting which MCP tools can be used."
+                            }
+                        ],
+                        "description": "(Optional) Restriction on which tools can be used from this server"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "server_label",
+                    "server_url",
+                    "require_approval"
+                ],
+                "title": "OpenAIResponseInputToolMCP",
+                "description": "Model Context Protocol (MCP) tool configuration for OpenAI response inputs."
+            },
+            "CreateOpenaiResponseRequest": {
+                "type": "object",
+                "properties": {
+                    "input": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIResponseInput"
+                                }
+                            }
+                        ],
+                        "description": "Input message(s) to create the response."
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The underlying LLM used for completions."
+                    },
+                    "prompt": {
+                        "$ref": "#/components/schemas/OpenAIResponsePrompt",
+                        "description": "(Optional) Prompt object with ID, version, and variables."
+                    },
+                    "instructions": {
+                        "type": "string"
+                    },
+                    "previous_response_id": {
+                        "type": "string",
+                        "description": "(Optional) if specified, the new response will be a continuation of the previous response. This can be used to easily fork-off new responses from existing responses."
+                    },
+                    "conversation": {
+                        "type": "string",
+                        "description": "(Optional) The ID of a conversation to add the response to. Must begin with 'conv_'. Input and output messages will be automatically added to the conversation."
+                    },
+                    "store": {
+                        "type": "boolean"
+                    },
+                    "stream": {
+                        "type": "boolean"
+                    },
+                    "temperature": {
+                        "type": "number"
+                    },
+                    "text": {
+                        "$ref": "#/components/schemas/OpenAIResponseText"
+                    },
+                    "tool_choice": {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolChoice"
+                    },
+                    "tools": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseInputTool"
+                        }
+                    },
+                    "include": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "(Optional) Additional fields to include in the response."
+                    },
+                    "max_infer_iters": {
+                        "type": "integer"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "input",
+                    "model"
+                ],
+                "title": "CreateOpenaiResponseRequest"
+            },
+            "OpenAIResponseObject": {
+                "type": "object",
+                "properties": {
+                    "created_at": {
+                        "type": "integer",
+                        "description": "Unix timestamp when the response was created"
+                    },
+                    "error": {
+                        "$ref": "#/components/schemas/OpenAIResponseError",
+                        "description": "(Optional) Error details if the response generation failed"
+                    },
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for this response"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "Model identifier used for generation"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "response",
+                        "default": "response",
+                        "description": "Object type identifier, always \"response\""
+                    },
+                    "output": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseOutput"
+                        },
+                        "description": "List of generated output items (messages, tool calls, etc.)"
+                    },
+                    "parallel_tool_calls": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Whether tool calls can be executed in parallel"
+                    },
+                    "previous_response_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the previous response in a conversation"
+                    },
+                    "prompt": {
+                        "$ref": "#/components/schemas/OpenAIResponsePrompt",
+                        "description": "(Optional) Reference to a prompt template and its variables."
+                    },
+                    "status": {
+                        "type": "string",
+                        "description": "Current status of the response generation"
+                    },
+                    "temperature": {
+                        "type": "number",
+                        "description": "(Optional) Sampling temperature used for generation"
+                    },
+                    "text": {
+                        "$ref": "#/components/schemas/OpenAIResponseText",
+                        "description": "Text formatting configuration for the response"
+                    },
+                    "top_p": {
+                        "type": "number",
+                        "description": "(Optional) Nucleus sampling parameter used for generation"
+                    },
+                    "tools": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseTool"
+                        },
+                        "description": "(Optional) An array of tools the model may call while generating a response."
+                    },
+                    "tool_choice": {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolChoice",
+                        "description": "(Optional) Tool choice configuration for the response."
+                    },
+                    "truncation": {
+                        "type": "string",
+                        "description": "(Optional) Truncation strategy applied to the response"
+                    },
+                    "usage": {
+                        "$ref": "#/components/schemas/OpenAIResponseUsage",
+                        "description": "(Optional) Token usage information for the response"
+                    },
+                    "instructions": {
+                        "type": "string",
+                        "description": "(Optional) System message inserted into the model's context"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "created_at",
+                    "id",
+                    "model",
+                    "object",
+                    "output",
+                    "parallel_tool_calls",
+                    "status",
+                    "text"
+                ],
+                "title": "OpenAIResponseObject",
+                "description": "Complete OpenAI response object containing generation results and metadata."
+            },
+            "OpenAIResponseContentPartOutputText": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "output_text",
+                        "default": "output_text",
+                        "description": "Content part type identifier, always \"output_text\""
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "Text emitted for this content part"
+                    },
+                    "annotations": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseAnnotations"
+                        },
+                        "description": "Structured annotations associated with the text"
+                    },
+                    "logprobs": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "(Optional) Token log probability details"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "text",
+                    "annotations"
+                ],
+                "title": "OpenAIResponseContentPartOutputText",
+                "description": "Text content within a streamed response part."
+            },
+            "OpenAIResponseContentPartReasoningSummary": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "summary_text",
+                        "default": "summary_text",
+                        "description": "Content part type identifier, always \"summary_text\""
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "Summary text"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "text"
+                ],
+                "title": "OpenAIResponseContentPartReasoningSummary",
+                "description": "Reasoning summary part in a streamed response."
+            },
+            "OpenAIResponseContentPartReasoningText": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "reasoning_text",
+                        "default": "reasoning_text",
+                        "description": "Content part type identifier, always \"reasoning_text\""
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "Reasoning text supplied by the model"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "text"
+                ],
+                "title": "OpenAIResponseContentPartReasoningText",
+                "description": "Reasoning text emitted as part of a streamed response."
+            },
+            "OpenAIResponseObjectStream": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseCreated"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseInProgress"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputItemAdded"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputItemDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextDelta"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseFunctionCallArgumentsDelta"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseFunctionCallArgumentsDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallInProgress"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallSearching"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallCompleted"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsInProgress"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsFailed"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsCompleted"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallArgumentsDelta"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallArgumentsDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallInProgress"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallFailed"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallCompleted"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseContentPartAdded"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseContentPartDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningTextDelta"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningTextDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryPartAdded"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryPartDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryTextDelta"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryTextDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseRefusalDelta"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseRefusalDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextAnnotationAdded"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallInProgress"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallSearching"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallCompleted"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseIncomplete"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseFailed"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseCompleted"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "response.created": "#/components/schemas/OpenAIResponseObjectStreamResponseCreated",
+                        "response.in_progress": "#/components/schemas/OpenAIResponseObjectStreamResponseInProgress",
+                        "response.output_item.added": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputItemAdded",
+                        "response.output_item.done": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputItemDone",
+                        "response.output_text.delta": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextDelta",
+                        "response.output_text.done": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextDone",
+                        "response.function_call_arguments.delta": "#/components/schemas/OpenAIResponseObjectStreamResponseFunctionCallArgumentsDelta",
+                        "response.function_call_arguments.done": "#/components/schemas/OpenAIResponseObjectStreamResponseFunctionCallArgumentsDone",
+                        "response.web_search_call.in_progress": "#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallInProgress",
+                        "response.web_search_call.searching": "#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallSearching",
+                        "response.web_search_call.completed": "#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallCompleted",
+                        "response.mcp_list_tools.in_progress": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsInProgress",
+                        "response.mcp_list_tools.failed": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsFailed",
+                        "response.mcp_list_tools.completed": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsCompleted",
+                        "response.mcp_call.arguments.delta": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallArgumentsDelta",
+                        "response.mcp_call.arguments.done": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallArgumentsDone",
+                        "response.mcp_call.in_progress": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallInProgress",
+                        "response.mcp_call.failed": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallFailed",
+                        "response.mcp_call.completed": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallCompleted",
+                        "response.content_part.added": "#/components/schemas/OpenAIResponseObjectStreamResponseContentPartAdded",
+                        "response.content_part.done": "#/components/schemas/OpenAIResponseObjectStreamResponseContentPartDone",
+                        "response.reasoning_text.delta": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningTextDelta",
+                        "response.reasoning_text.done": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningTextDone",
+                        "response.reasoning_summary_part.added": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryPartAdded",
+                        "response.reasoning_summary_part.done": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryPartDone",
+                        "response.reasoning_summary_text.delta": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryTextDelta",
+                        "response.reasoning_summary_text.done": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryTextDone",
+                        "response.refusal.delta": "#/components/schemas/OpenAIResponseObjectStreamResponseRefusalDelta",
+                        "response.refusal.done": "#/components/schemas/OpenAIResponseObjectStreamResponseRefusalDone",
+                        "response.output_text.annotation.added": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextAnnotationAdded",
+                        "response.file_search_call.in_progress": "#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallInProgress",
+                        "response.file_search_call.searching": "#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallSearching",
+                        "response.file_search_call.completed": "#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallCompleted",
+                        "response.incomplete": "#/components/schemas/OpenAIResponseObjectStreamResponseIncomplete",
+                        "response.failed": "#/components/schemas/OpenAIResponseObjectStreamResponseFailed",
+                        "response.completed": "#/components/schemas/OpenAIResponseObjectStreamResponseCompleted"
+                    }
+                }
+            },
+            "OpenAIResponseObjectStreamResponseCompleted": {
+                "type": "object",
+                "properties": {
+                    "response": {
+                        "$ref": "#/components/schemas/OpenAIResponseObject",
+                        "description": "Completed response object"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.completed",
+                        "default": "response.completed",
+                        "description": "Event type identifier, always \"response.completed\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseCompleted",
+                "description": "Streaming event indicating a response has been completed."
+            },
+            "OpenAIResponseObjectStreamResponseContentPartAdded": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the part within the content array"
+                    },
+                    "response_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the response containing this content"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item containing this content part"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item in the response"
+                    },
+                    "part": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseContentPartOutputText"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseContentPartRefusal"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseContentPartReasoningText"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "output_text": "#/components/schemas/OpenAIResponseContentPartOutputText",
+                                "refusal": "#/components/schemas/OpenAIResponseContentPartRefusal",
+                                "reasoning_text": "#/components/schemas/OpenAIResponseContentPartReasoningText"
+                            }
+                        },
+                        "description": "The content part that was added"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.content_part.added",
+                        "default": "response.content_part.added",
+                        "description": "Event type identifier, always \"response.content_part.added\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "response_id",
+                    "item_id",
+                    "output_index",
+                    "part",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseContentPartAdded",
+                "description": "Streaming event for when a new content part is added to a response item."
+            },
+            "OpenAIResponseObjectStreamResponseContentPartDone": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the part within the content array"
+                    },
+                    "response_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the response containing this content"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item containing this content part"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item in the response"
+                    },
+                    "part": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseContentPartOutputText"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseContentPartRefusal"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseContentPartReasoningText"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "output_text": "#/components/schemas/OpenAIResponseContentPartOutputText",
+                                "refusal": "#/components/schemas/OpenAIResponseContentPartRefusal",
+                                "reasoning_text": "#/components/schemas/OpenAIResponseContentPartReasoningText"
+                            }
+                        },
+                        "description": "The completed content part"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.content_part.done",
+                        "default": "response.content_part.done",
+                        "description": "Event type identifier, always \"response.content_part.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "response_id",
+                    "item_id",
+                    "output_index",
+                    "part",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseContentPartDone",
+                "description": "Streaming event for when a content part is completed."
+            },
+            "OpenAIResponseObjectStreamResponseCreated": {
+                "type": "object",
+                "properties": {
+                    "response": {
+                        "$ref": "#/components/schemas/OpenAIResponseObject",
+                        "description": "The response object that was created"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.created",
+                        "default": "response.created",
+                        "description": "Event type identifier, always \"response.created\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseCreated",
+                "description": "Streaming event indicating a new response has been created."
+            },
+            "OpenAIResponseObjectStreamResponseFailed": {
+                "type": "object",
+                "properties": {
+                    "response": {
+                        "$ref": "#/components/schemas/OpenAIResponseObject",
+                        "description": "Response object describing the failure"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.failed",
+                        "default": "response.failed",
+                        "description": "Event type identifier, always \"response.failed\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseFailed",
+                "description": "Streaming event emitted when a response fails."
+            },
+            "OpenAIResponseObjectStreamResponseFileSearchCallCompleted": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the completed file search call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.file_search_call.completed",
+                        "default": "response.file_search_call.completed",
+                        "description": "Event type identifier, always \"response.file_search_call.completed\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseFileSearchCallCompleted",
+                "description": "Streaming event for completed file search calls."
+            },
+            "OpenAIResponseObjectStreamResponseFileSearchCallInProgress": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the file search call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.file_search_call.in_progress",
+                        "default": "response.file_search_call.in_progress",
+                        "description": "Event type identifier, always \"response.file_search_call.in_progress\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseFileSearchCallInProgress",
+                "description": "Streaming event for file search calls in progress."
+            },
+            "OpenAIResponseObjectStreamResponseFileSearchCallSearching": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the file search call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.file_search_call.searching",
+                        "default": "response.file_search_call.searching",
+                        "description": "Event type identifier, always \"response.file_search_call.searching\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseFileSearchCallSearching",
+                "description": "Streaming event for file search currently searching."
+            },
+            "OpenAIResponseObjectStreamResponseFunctionCallArgumentsDelta": {
+                "type": "object",
+                "properties": {
+                    "delta": {
+                        "type": "string",
+                        "description": "Incremental function call arguments being added"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the function call being updated"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.function_call_arguments.delta",
+                        "default": "response.function_call_arguments.delta",
+                        "description": "Event type identifier, always \"response.function_call_arguments.delta\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "delta",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseFunctionCallArgumentsDelta",
+                "description": "Streaming event for incremental function call argument updates."
+            },
+            "OpenAIResponseObjectStreamResponseFunctionCallArgumentsDone": {
+                "type": "object",
+                "properties": {
+                    "arguments": {
+                        "type": "string",
+                        "description": "Final complete arguments JSON string for the function call"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the completed function call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.function_call_arguments.done",
+                        "default": "response.function_call_arguments.done",
+                        "description": "Event type identifier, always \"response.function_call_arguments.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "arguments",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseFunctionCallArgumentsDone",
+                "description": "Streaming event for when function call arguments are completed."
+            },
+            "OpenAIResponseObjectStreamResponseInProgress": {
+                "type": "object",
+                "properties": {
+                    "response": {
+                        "$ref": "#/components/schemas/OpenAIResponseObject",
+                        "description": "Current response state while in progress"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.in_progress",
+                        "default": "response.in_progress",
+                        "description": "Event type identifier, always \"response.in_progress\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseInProgress",
+                "description": "Streaming event indicating the response remains in progress."
+            },
+            "OpenAIResponseObjectStreamResponseIncomplete": {
+                "type": "object",
+                "properties": {
+                    "response": {
+                        "$ref": "#/components/schemas/OpenAIResponseObject",
+                        "description": "Response object describing the incomplete state"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.incomplete",
+                        "default": "response.incomplete",
+                        "description": "Event type identifier, always \"response.incomplete\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseIncomplete",
+                "description": "Streaming event emitted when a response ends in an incomplete state."
+            },
+            "OpenAIResponseObjectStreamResponseMcpCallArgumentsDelta": {
+                "type": "object",
+                "properties": {
+                    "delta": {
+                        "type": "string"
+                    },
+                    "item_id": {
+                        "type": "string"
+                    },
+                    "output_index": {
+                        "type": "integer"
+                    },
+                    "sequence_number": {
+                        "type": "integer"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_call.arguments.delta",
+                        "default": "response.mcp_call.arguments.delta"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "delta",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpCallArgumentsDelta"
+            },
+            "OpenAIResponseObjectStreamResponseMcpCallArgumentsDone": {
+                "type": "object",
+                "properties": {
+                    "arguments": {
+                        "type": "string"
+                    },
+                    "item_id": {
+                        "type": "string"
+                    },
+                    "output_index": {
+                        "type": "integer"
+                    },
+                    "sequence_number": {
+                        "type": "integer"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_call.arguments.done",
+                        "default": "response.mcp_call.arguments.done"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "arguments",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpCallArgumentsDone"
+            },
+            "OpenAIResponseObjectStreamResponseMcpCallCompleted": {
+                "type": "object",
+                "properties": {
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_call.completed",
+                        "default": "response.mcp_call.completed",
+                        "description": "Event type identifier, always \"response.mcp_call.completed\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpCallCompleted",
+                "description": "Streaming event for completed MCP calls."
+            },
+            "OpenAIResponseObjectStreamResponseMcpCallFailed": {
+                "type": "object",
+                "properties": {
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_call.failed",
+                        "default": "response.mcp_call.failed",
+                        "description": "Event type identifier, always \"response.mcp_call.failed\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpCallFailed",
+                "description": "Streaming event for failed MCP calls."
+            },
+            "OpenAIResponseObjectStreamResponseMcpCallInProgress": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the MCP call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_call.in_progress",
+                        "default": "response.mcp_call.in_progress",
+                        "description": "Event type identifier, always \"response.mcp_call.in_progress\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpCallInProgress",
+                "description": "Streaming event for MCP calls in progress."
+            },
+            "OpenAIResponseObjectStreamResponseMcpListToolsCompleted": {
+                "type": "object",
+                "properties": {
+                    "sequence_number": {
+                        "type": "integer"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_list_tools.completed",
+                        "default": "response.mcp_list_tools.completed"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpListToolsCompleted"
+            },
+            "OpenAIResponseObjectStreamResponseMcpListToolsFailed": {
+                "type": "object",
+                "properties": {
+                    "sequence_number": {
+                        "type": "integer"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_list_tools.failed",
+                        "default": "response.mcp_list_tools.failed"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpListToolsFailed"
+            },
+            "OpenAIResponseObjectStreamResponseMcpListToolsInProgress": {
+                "type": "object",
+                "properties": {
+                    "sequence_number": {
+                        "type": "integer"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_list_tools.in_progress",
+                        "default": "response.mcp_list_tools.in_progress"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpListToolsInProgress"
+            },
+            "OpenAIResponseObjectStreamResponseOutputItemAdded": {
+                "type": "object",
+                "properties": {
+                    "response_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the response containing this output"
+                    },
+                    "item": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseMessage"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "message": "#/components/schemas/OpenAIResponseMessage",
+                                "web_search_call": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall",
+                                "file_search_call": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall",
+                                "function_call": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall",
+                                "mcp_call": "#/components/schemas/OpenAIResponseOutputMessageMCPCall",
+                                "mcp_list_tools": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools",
+                                "mcp_approval_request": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
+                            }
+                        },
+                        "description": "The output item that was added (message, tool call, etc.)"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of this item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.output_item.added",
+                        "default": "response.output_item.added",
+                        "description": "Event type identifier, always \"response.output_item.added\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response_id",
+                    "item",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseOutputItemAdded",
+                "description": "Streaming event for when a new output item is added to the response."
+            },
+            "OpenAIResponseObjectStreamResponseOutputItemDone": {
+                "type": "object",
+                "properties": {
+                    "response_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the response containing this output"
+                    },
+                    "item": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseMessage"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "message": "#/components/schemas/OpenAIResponseMessage",
+                                "web_search_call": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall",
+                                "file_search_call": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall",
+                                "function_call": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall",
+                                "mcp_call": "#/components/schemas/OpenAIResponseOutputMessageMCPCall",
+                                "mcp_list_tools": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools",
+                                "mcp_approval_request": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
+                            }
+                        },
+                        "description": "The completed output item (message, tool call, etc.)"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of this item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.output_item.done",
+                        "default": "response.output_item.done",
+                        "description": "Event type identifier, always \"response.output_item.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response_id",
+                    "item",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseOutputItemDone",
+                "description": "Streaming event for when an output item is completed."
+            },
+            "OpenAIResponseObjectStreamResponseOutputTextAnnotationAdded": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the item to which the annotation is being added"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item in the response's output array"
+                    },
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the content part within the output item"
+                    },
+                    "annotation_index": {
+                        "type": "integer",
+                        "description": "Index of the annotation within the content part"
+                    },
+                    "annotation": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseAnnotationFileCitation"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseAnnotationCitation"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseAnnotationContainerFileCitation"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseAnnotationFilePath"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "file_citation": "#/components/schemas/OpenAIResponseAnnotationFileCitation",
+                                "url_citation": "#/components/schemas/OpenAIResponseAnnotationCitation",
+                                "container_file_citation": "#/components/schemas/OpenAIResponseAnnotationContainerFileCitation",
+                                "file_path": "#/components/schemas/OpenAIResponseAnnotationFilePath"
+                            }
+                        },
+                        "description": "The annotation object being added"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.output_text.annotation.added",
+                        "default": "response.output_text.annotation.added",
+                        "description": "Event type identifier, always \"response.output_text.annotation.added\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "content_index",
+                    "annotation_index",
+                    "annotation",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseOutputTextAnnotationAdded",
+                "description": "Streaming event for when an annotation is added to output text."
+            },
+            "OpenAIResponseObjectStreamResponseOutputTextDelta": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position within the text content"
+                    },
+                    "delta": {
+                        "type": "string",
+                        "description": "Incremental text content being added"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item being updated"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.output_text.delta",
+                        "default": "response.output_text.delta",
+                        "description": "Event type identifier, always \"response.output_text.delta\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "delta",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseOutputTextDelta",
+                "description": "Streaming event for incremental text content updates."
+            },
+            "OpenAIResponseObjectStreamResponseOutputTextDone": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position within the text content"
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "Final complete text content of the output item"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the completed output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.output_text.done",
+                        "default": "response.output_text.done",
+                        "description": "Event type identifier, always \"response.output_text.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "text",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseOutputTextDone",
+                "description": "Streaming event for when text output is completed."
+            },
+            "OpenAIResponseObjectStreamResponseReasoningSummaryPartAdded": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item"
+                    },
+                    "part": {
+                        "$ref": "#/components/schemas/OpenAIResponseContentPartReasoningSummary",
+                        "description": "The summary part that was added"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "summary_index": {
+                        "type": "integer",
+                        "description": "Index of the summary part within the reasoning summary"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.reasoning_summary_part.added",
+                        "default": "response.reasoning_summary_part.added",
+                        "description": "Event type identifier, always \"response.reasoning_summary_part.added\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "part",
+                    "sequence_number",
+                    "summary_index",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseReasoningSummaryPartAdded",
+                "description": "Streaming event for when a new reasoning summary part is added."
+            },
+            "OpenAIResponseObjectStreamResponseReasoningSummaryPartDone": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item"
+                    },
+                    "part": {
+                        "$ref": "#/components/schemas/OpenAIResponseContentPartReasoningSummary",
+                        "description": "The completed summary part"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "summary_index": {
+                        "type": "integer",
+                        "description": "Index of the summary part within the reasoning summary"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.reasoning_summary_part.done",
+                        "default": "response.reasoning_summary_part.done",
+                        "description": "Event type identifier, always \"response.reasoning_summary_part.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "part",
+                    "sequence_number",
+                    "summary_index",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseReasoningSummaryPartDone",
+                "description": "Streaming event for when a reasoning summary part is completed."
+            },
+            "OpenAIResponseObjectStreamResponseReasoningSummaryTextDelta": {
+                "type": "object",
+                "properties": {
+                    "delta": {
+                        "type": "string",
+                        "description": "Incremental summary text being added"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "summary_index": {
+                        "type": "integer",
+                        "description": "Index of the summary part within the reasoning summary"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.reasoning_summary_text.delta",
+                        "default": "response.reasoning_summary_text.delta",
+                        "description": "Event type identifier, always \"response.reasoning_summary_text.delta\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "delta",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "summary_index",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseReasoningSummaryTextDelta",
+                "description": "Streaming event for incremental reasoning summary text updates."
+            },
+            "OpenAIResponseObjectStreamResponseReasoningSummaryTextDone": {
+                "type": "object",
+                "properties": {
+                    "text": {
+                        "type": "string",
+                        "description": "Final complete summary text"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "summary_index": {
+                        "type": "integer",
+                        "description": "Index of the summary part within the reasoning summary"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.reasoning_summary_text.done",
+                        "default": "response.reasoning_summary_text.done",
+                        "description": "Event type identifier, always \"response.reasoning_summary_text.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "text",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "summary_index",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseReasoningSummaryTextDone",
+                "description": "Streaming event for when reasoning summary text is completed."
+            },
+            "OpenAIResponseObjectStreamResponseReasoningTextDelta": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the reasoning content part"
+                    },
+                    "delta": {
+                        "type": "string",
+                        "description": "Incremental reasoning text being added"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item being updated"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.reasoning_text.delta",
+                        "default": "response.reasoning_text.delta",
+                        "description": "Event type identifier, always \"response.reasoning_text.delta\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "delta",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseReasoningTextDelta",
+                "description": "Streaming event for incremental reasoning text updates."
+            },
+            "OpenAIResponseObjectStreamResponseReasoningTextDone": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the reasoning content part"
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "Final complete reasoning text"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the completed output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.reasoning_text.done",
+                        "default": "response.reasoning_text.done",
+                        "description": "Event type identifier, always \"response.reasoning_text.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "text",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseReasoningTextDone",
+                "description": "Streaming event for when reasoning text is completed."
+            },
+            "OpenAIResponseObjectStreamResponseRefusalDelta": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the content part"
+                    },
+                    "delta": {
+                        "type": "string",
+                        "description": "Incremental refusal text being added"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.refusal.delta",
+                        "default": "response.refusal.delta",
+                        "description": "Event type identifier, always \"response.refusal.delta\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "delta",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseRefusalDelta",
+                "description": "Streaming event for incremental refusal text updates."
+            },
+            "OpenAIResponseObjectStreamResponseRefusalDone": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the content part"
+                    },
+                    "refusal": {
+                        "type": "string",
+                        "description": "Final complete refusal text"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.refusal.done",
+                        "default": "response.refusal.done",
+                        "description": "Event type identifier, always \"response.refusal.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "refusal",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseRefusalDone",
+                "description": "Streaming event for when refusal text is completed."
+            },
+            "OpenAIResponseObjectStreamResponseWebSearchCallCompleted": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the completed web search call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.web_search_call.completed",
+                        "default": "response.web_search_call.completed",
+                        "description": "Event type identifier, always \"response.web_search_call.completed\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseWebSearchCallCompleted",
+                "description": "Streaming event for completed web search calls."
+            },
+            "OpenAIResponseObjectStreamResponseWebSearchCallInProgress": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the web search call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.web_search_call.in_progress",
+                        "default": "response.web_search_call.in_progress",
+                        "description": "Event type identifier, always \"response.web_search_call.in_progress\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseWebSearchCallInProgress",
+                "description": "Streaming event for web search calls in progress."
+            },
+            "OpenAIResponseObjectStreamResponseWebSearchCallSearching": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string"
+                    },
+                    "output_index": {
+                        "type": "integer"
+                    },
+                    "sequence_number": {
+                        "type": "integer"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.web_search_call.searching",
+                        "default": "response.web_search_call.searching"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseWebSearchCallSearching"
+            },
+            "OpenAIDeleteResponseObject": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier of the deleted response"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "response",
+                        "default": "response",
+                        "description": "Object type identifier, always \"response\""
+                    },
+                    "deleted": {
+                        "type": "boolean",
+                        "default": true,
+                        "description": "Deletion confirmation flag, always True"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "deleted"
+                ],
+                "title": "OpenAIDeleteResponseObject",
+                "description": "Response object confirming deletion of an OpenAI response."
+            },
+            "ListOpenAIResponseInputItem": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseInput"
+                        },
+                        "description": "List of input items"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "list",
+                        "default": "list",
+                        "description": "Object type identifier, always \"list\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data",
+                    "object"
+                ],
+                "title": "ListOpenAIResponseInputItem",
+                "description": "List container for OpenAI response input items."
+            },
+            "VectorStoreFileCounts": {
+                "type": "object",
+                "properties": {
+                    "completed": {
+                        "type": "integer",
+                        "description": "Number of files that have been successfully processed"
+                    },
+                    "cancelled": {
+                        "type": "integer",
+                        "description": "Number of files that had their processing cancelled"
+                    },
+                    "failed": {
+                        "type": "integer",
+                        "description": "Number of files that failed to process"
+                    },
+                    "in_progress": {
+                        "type": "integer",
+                        "description": "Number of files currently being processed"
+                    },
+                    "total": {
+                        "type": "integer",
+                        "description": "Total number of files in the vector store"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "completed",
+                    "cancelled",
+                    "failed",
+                    "in_progress",
+                    "total"
+                ],
+                "title": "VectorStoreFileCounts",
+                "description": "File processing status counts for a vector store."
+            },
+            "VectorStoreListResponse": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "default": "list",
+                        "description": "Object type identifier, always \"list\""
+                    },
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/VectorStoreObject"
+                        },
+                        "description": "List of vector store objects"
+                    },
+                    "first_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the first vector store in the list for pagination"
+                    },
+                    "last_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the last vector store in the list for pagination"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Whether there are more vector stores available beyond this page"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "data",
+                    "has_more"
+                ],
+                "title": "VectorStoreListResponse",
+                "description": "Response from listing vector stores."
+            },
+            "VectorStoreObject": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for the vector store"
+                    },
+                    "object": {
+                        "type": "string",
+                        "default": "vector_store",
+                        "description": "Object type identifier, always \"vector_store\""
+                    },
+                    "created_at": {
+                        "type": "integer",
+                        "description": "Timestamp when the vector store was created"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) Name of the vector store"
+                    },
+                    "usage_bytes": {
+                        "type": "integer",
+                        "default": 0,
+                        "description": "Storage space used by the vector store in bytes"
+                    },
+                    "file_counts": {
+                        "$ref": "#/components/schemas/VectorStoreFileCounts",
+                        "description": "File processing status counts for the vector store"
+                    },
+                    "status": {
+                        "type": "string",
+                        "default": "completed",
+                        "description": "Current status of the vector store"
+                    },
+                    "expires_after": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Expiration policy for the vector store"
+                    },
+                    "expires_at": {
+                        "type": "integer",
+                        "description": "(Optional) Timestamp when the vector store will expire"
+                    },
+                    "last_active_at": {
+                        "type": "integer",
+                        "description": "(Optional) Timestamp of last activity on the vector store"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Set of key-value pairs that can be attached to the vector store"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "created_at",
+                    "usage_bytes",
+                    "file_counts",
+                    "status",
+                    "metadata"
+                ],
+                "title": "VectorStoreObject",
+                "description": "OpenAI Vector Store object."
+            },
+            "OpenAICreateVectorStoreRequestWithExtraBody": {
+                "type": "object",
+                "properties": {
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) A name for the vector store"
+                    },
+                    "file_ids": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of file IDs to include in the vector store"
+                    },
+                    "expires_after": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Expiration policy for the vector store"
+                    },
+                    "chunking_strategy": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Strategy for splitting files into chunks"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Set of key-value pairs that can be attached to the vector store"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenAICreateVectorStoreRequestWithExtraBody",
+                "description": "Request to create a vector store with extra_body support."
+            },
+            "OpenaiUpdateVectorStoreRequest": {
+                "type": "object",
+                "properties": {
+                    "name": {
+                        "type": "string",
+                        "description": "The name of the vector store."
+                    },
+                    "expires_after": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The expiration policy for a vector store."
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Set of 16 key-value pairs that can be attached to an object."
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenaiUpdateVectorStoreRequest"
+            },
+            "VectorStoreDeleteResponse": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier of the deleted vector store"
+                    },
+                    "object": {
+                        "type": "string",
+                        "default": "vector_store.deleted",
+                        "description": "Object type identifier for the deletion response"
+                    },
+                    "deleted": {
+                        "type": "boolean",
+                        "default": true,
+                        "description": "Whether the deletion operation was successful"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "deleted"
+                ],
+                "title": "VectorStoreDeleteResponse",
+                "description": "Response from deleting a vector store."
+            },
+            "VectorStoreChunkingStrategy": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/VectorStoreChunkingStrategyAuto"
+                    },
+                    {
+                        "$ref": "#/components/schemas/VectorStoreChunkingStrategyStatic"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "auto": "#/components/schemas/VectorStoreChunkingStrategyAuto",
+                        "static": "#/components/schemas/VectorStoreChunkingStrategyStatic"
+                    }
+                }
+            },
+            "VectorStoreChunkingStrategyAuto": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "auto",
+                        "default": "auto",
+                        "description": "Strategy type, always \"auto\" for automatic chunking"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "VectorStoreChunkingStrategyAuto",
+                "description": "Automatic chunking strategy for vector store files."
+            },
+            "VectorStoreChunkingStrategyStatic": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "static",
+                        "default": "static",
+                        "description": "Strategy type, always \"static\" for static chunking"
+                    },
+                    "static": {
+                        "$ref": "#/components/schemas/VectorStoreChunkingStrategyStaticConfig",
+                        "description": "Configuration parameters for the static chunking strategy"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "static"
+                ],
+                "title": "VectorStoreChunkingStrategyStatic",
+                "description": "Static chunking strategy with configurable parameters."
+            },
+            "VectorStoreChunkingStrategyStaticConfig": {
+                "type": "object",
+                "properties": {
+                    "chunk_overlap_tokens": {
+                        "type": "integer",
+                        "default": 400,
+                        "description": "Number of tokens to overlap between adjacent chunks"
+                    },
+                    "max_chunk_size_tokens": {
+                        "type": "integer",
+                        "default": 800,
+                        "description": "Maximum number of tokens per chunk, must be between 100 and 4096"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "chunk_overlap_tokens",
+                    "max_chunk_size_tokens"
+                ],
+                "title": "VectorStoreChunkingStrategyStaticConfig",
+                "description": "Configuration for static chunking strategy."
+            },
+            "OpenAICreateVectorStoreFileBatchRequestWithExtraBody": {
+                "type": "object",
+                "properties": {
+                    "file_ids": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "A list of File IDs that the vector store should use"
+                    },
+                    "attributes": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Key-value attributes to store with the files"
+                    },
+                    "chunking_strategy": {
+                        "$ref": "#/components/schemas/VectorStoreChunkingStrategy",
+                        "description": "(Optional) The chunking strategy used to chunk the file(s). Defaults to auto"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "file_ids"
+                ],
+                "title": "OpenAICreateVectorStoreFileBatchRequestWithExtraBody",
+                "description": "Request to create a vector store file batch with extra_body support."
+            },
+            "VectorStoreFileBatchObject": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for the file batch"
+                    },
+                    "object": {
+                        "type": "string",
+                        "default": "vector_store.file_batch",
+                        "description": "Object type identifier, always \"vector_store.file_batch\""
+                    },
+                    "created_at": {
+                        "type": "integer",
+                        "description": "Timestamp when the file batch was created"
+                    },
+                    "vector_store_id": {
+                        "type": "string",
+                        "description": "ID of the vector store containing the file batch"
+                    },
+                    "status": {
+                        "$ref": "#/components/schemas/VectorStoreFileStatus",
+                        "description": "Current processing status of the file batch"
+                    },
+                    "file_counts": {
+                        "$ref": "#/components/schemas/VectorStoreFileCounts",
+                        "description": "File processing status counts for the batch"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "created_at",
+                    "vector_store_id",
+                    "status",
+                    "file_counts"
+                ],
+                "title": "VectorStoreFileBatchObject",
+                "description": "OpenAI Vector Store File Batch object."
+            },
+            "VectorStoreFileStatus": {
+                "oneOf": [
+                    {
+                        "type": "string",
+                        "const": "completed"
+                    },
+                    {
+                        "type": "string",
+                        "const": "in_progress"
+                    },
+                    {
+                        "type": "string",
+                        "const": "cancelled"
+                    },
+                    {
+                        "type": "string",
+                        "const": "failed"
+                    }
+                ]
+            },
+            "VectorStoreFileLastError": {
+                "type": "object",
+                "properties": {
+                    "code": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "const": "server_error"
+                            },
+                            {
+                                "type": "string",
+                                "const": "rate_limit_exceeded"
+                            }
+                        ],
+                        "description": "Error code indicating the type of failure"
+                    },
+                    "message": {
+                        "type": "string",
+                        "description": "Human-readable error message describing the failure"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "code",
+                    "message"
+                ],
+                "title": "VectorStoreFileLastError",
+                "description": "Error information for failed vector store file processing."
+            },
+            "VectorStoreFileObject": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for the file"
+                    },
+                    "object": {
+                        "type": "string",
+                        "default": "vector_store.file",
+                        "description": "Object type identifier, always \"vector_store.file\""
+                    },
+                    "attributes": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Key-value attributes associated with the file"
+                    },
+                    "chunking_strategy": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/VectorStoreChunkingStrategyAuto"
+                            },
+                            {
+                                "$ref": "#/components/schemas/VectorStoreChunkingStrategyStatic"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "auto": "#/components/schemas/VectorStoreChunkingStrategyAuto",
+                                "static": "#/components/schemas/VectorStoreChunkingStrategyStatic"
+                            }
+                        },
+                        "description": "Strategy used for splitting the file into chunks"
+                    },
+                    "created_at": {
+                        "type": "integer",
+                        "description": "Timestamp when the file was added to the vector store"
+                    },
+                    "last_error": {
+                        "$ref": "#/components/schemas/VectorStoreFileLastError",
+                        "description": "(Optional) Error information if file processing failed"
+                    },
+                    "status": {
+                        "$ref": "#/components/schemas/VectorStoreFileStatus",
+                        "description": "Current processing status of the file"
+                    },
+                    "usage_bytes": {
+                        "type": "integer",
+                        "default": 0,
+                        "description": "Storage space used by this file in bytes"
+                    },
+                    "vector_store_id": {
+                        "type": "string",
+                        "description": "ID of the vector store containing this file"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "attributes",
+                    "chunking_strategy",
+                    "created_at",
+                    "status",
+                    "usage_bytes",
+                    "vector_store_id"
+                ],
+                "title": "VectorStoreFileObject",
+                "description": "OpenAI Vector Store File object."
+            },
+            "VectorStoreFilesListInBatchResponse": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "default": "list",
+                        "description": "Object type identifier, always \"list\""
+                    },
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/VectorStoreFileObject"
+                        },
+                        "description": "List of vector store file objects in the batch"
+                    },
+                    "first_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the first file in the list for pagination"
+                    },
+                    "last_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the last file in the list for pagination"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Whether there are more files available beyond this page"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "data",
+                    "has_more"
+                ],
+                "title": "VectorStoreFilesListInBatchResponse",
+                "description": "Response from listing files in a vector store file batch."
+            },
+            "VectorStoreListFilesResponse": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "default": "list",
+                        "description": "Object type identifier, always \"list\""
+                    },
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/VectorStoreFileObject"
+                        },
+                        "description": "List of vector store file objects"
+                    },
+                    "first_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the first file in the list for pagination"
+                    },
+                    "last_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the last file in the list for pagination"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Whether there are more files available beyond this page"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "data",
+                    "has_more"
+                ],
+                "title": "VectorStoreListFilesResponse",
+                "description": "Response from listing files in a vector store."
+            },
+            "OpenaiAttachFileToVectorStoreRequest": {
+                "type": "object",
+                "properties": {
+                    "file_id": {
+                        "type": "string",
+                        "description": "The ID of the file to attach to the vector store."
+                    },
+                    "attributes": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The key-value attributes stored with the file, which can be used for filtering."
+                    },
+                    "chunking_strategy": {
+                        "$ref": "#/components/schemas/VectorStoreChunkingStrategy",
+                        "description": "The chunking strategy to use for the file."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "file_id"
+                ],
+                "title": "OpenaiAttachFileToVectorStoreRequest"
+            },
+            "OpenaiUpdateVectorStoreFileRequest": {
+                "type": "object",
+                "properties": {
+                    "attributes": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The updated key-value attributes to store with the file."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "attributes"
+                ],
+                "title": "OpenaiUpdateVectorStoreFileRequest"
+            },
+            "VectorStoreFileDeleteResponse": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier of the deleted file"
+                    },
+                    "object": {
+                        "type": "string",
+                        "default": "vector_store.file.deleted",
+                        "description": "Object type identifier for the deletion response"
+                    },
+                    "deleted": {
+                        "type": "boolean",
+                        "default": true,
+                        "description": "Whether the deletion operation was successful"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "deleted"
+                ],
+                "title": "VectorStoreFileDeleteResponse",
+                "description": "Response from deleting a vector store file."
+            },
+            "VectorStoreContent": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "text",
+                        "description": "Content type, currently only \"text\" is supported"
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "The actual text content"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "text"
+                ],
+                "title": "VectorStoreContent",
+                "description": "Content item from a vector store file or search result."
+            },
+            "VectorStoreFileContentsResponse": {
+                "type": "object",
+                "properties": {
+                    "file_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the file"
+                    },
+                    "filename": {
+                        "type": "string",
+                        "description": "Name of the file"
+                    },
+                    "attributes": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Key-value attributes associated with the file"
+                    },
+                    "content": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/VectorStoreContent"
+                        },
+                        "description": "List of content items from the file"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "file_id",
+                    "filename",
+                    "attributes",
+                    "content"
+                ],
+                "title": "VectorStoreFileContentsResponse",
+                "description": "Response from retrieving the contents of a vector store file."
+            },
+            "OpenaiSearchVectorStoreRequest": {
+                "type": "object",
+                "properties": {
+                    "query": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            }
+                        ],
+                        "description": "The query string or array for performing the search."
+                    },
+                    "filters": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Filters based on file attributes to narrow the search results."
+                    },
+                    "max_num_results": {
+                        "type": "integer",
+                        "description": "Maximum number of results to return (1 to 50 inclusive, default 10)."
+                    },
+                    "ranking_options": {
+                        "type": "object",
+                        "properties": {
+                            "ranker": {
+                                "type": "string",
+                                "description": "(Optional) Name of the ranking algorithm to use"
+                            },
+                            "score_threshold": {
+                                "type": "number",
+                                "default": 0.0,
+                                "description": "(Optional) Minimum relevance score threshold for results"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "description": "Ranking options for fine-tuning the search results."
+                    },
+                    "rewrite_query": {
+                        "type": "boolean",
+                        "description": "Whether to rewrite the natural language query for vector search (default false)"
+                    },
+                    "search_mode": {
+                        "type": "string",
+                        "description": "The search mode to use - \"keyword\", \"vector\", or \"hybrid\" (default \"vector\")"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "query"
+                ],
+                "title": "OpenaiSearchVectorStoreRequest"
+            },
+            "VectorStoreSearchResponse": {
+                "type": "object",
+                "properties": {
+                    "file_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the file containing the result"
+                    },
+                    "filename": {
+                        "type": "string",
+                        "description": "Name of the file containing the result"
+                    },
+                    "score": {
+                        "type": "number",
+                        "description": "Relevance score for this search result"
+                    },
+                    "attributes": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "boolean"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Key-value attributes associated with the file"
+                    },
+                    "content": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/VectorStoreContent"
+                        },
+                        "description": "List of content items matching the search query"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "file_id",
+                    "filename",
+                    "score",
+                    "content"
+                ],
+                "title": "VectorStoreSearchResponse",
+                "description": "Response from searching a vector store."
+            },
+            "VectorStoreSearchResponsePage": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "default": "vector_store.search_results.page",
+                        "description": "Object type identifier for the search results page"
+                    },
+                    "search_query": {
+                        "type": "string",
+                        "description": "The original search query that was executed"
+                    },
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/VectorStoreSearchResponse"
+                        },
+                        "description": "List of search result objects"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Whether there are more results available beyond this page"
+                    },
+                    "next_page": {
+                        "type": "string",
+                        "description": "(Optional) Token for retrieving the next page of results"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "search_query",
+                    "data",
+                    "has_more"
+                ],
+                "title": "VectorStoreSearchResponsePage",
+                "description": "Paginated response from searching a vector store."
+            },
+            "Checkpoint": {
+                "type": "object",
+                "properties": {
+                    "identifier": {
+                        "type": "string",
+                        "description": "Unique identifier for the checkpoint"
+                    },
+                    "created_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "Timestamp when the checkpoint was created"
+                    },
+                    "epoch": {
+                        "type": "integer",
+                        "description": "Training epoch when the checkpoint was saved"
+                    },
+                    "post_training_job_id": {
+                        "type": "string",
+                        "description": "Identifier of the training job that created this checkpoint"
+                    },
+                    "path": {
+                        "type": "string",
+                        "description": "File system path where the checkpoint is stored"
+                    },
+                    "training_metrics": {
+                        "$ref": "#/components/schemas/PostTrainingMetric",
+                        "description": "(Optional) Training metrics associated with this checkpoint"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "identifier",
+                    "created_at",
+                    "epoch",
+                    "post_training_job_id",
+                    "path"
+                ],
+                "title": "Checkpoint",
+                "description": "Checkpoint created during training runs."
+            },
+            "PostTrainingJobArtifactsResponse": {
+                "type": "object",
+                "properties": {
+                    "job_uuid": {
+                        "type": "string",
+                        "description": "Unique identifier for the training job"
+                    },
+                    "checkpoints": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Checkpoint"
+                        },
+                        "description": "List of model checkpoints created during training"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "job_uuid",
+                    "checkpoints"
+                ],
+                "title": "PostTrainingJobArtifactsResponse",
+                "description": "Artifacts of a finetuning job."
+            },
+            "PostTrainingMetric": {
+                "type": "object",
+                "properties": {
+                    "epoch": {
+                        "type": "integer",
+                        "description": "Training epoch number"
+                    },
+                    "train_loss": {
+                        "type": "number",
+                        "description": "Loss value on the training dataset"
+                    },
+                    "validation_loss": {
+                        "type": "number",
+                        "description": "Loss value on the validation dataset"
+                    },
+                    "perplexity": {
+                        "type": "number",
+                        "description": "Perplexity metric indicating model confidence"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "epoch",
+                    "train_loss",
+                    "validation_loss",
+                    "perplexity"
+                ],
+                "title": "PostTrainingMetric",
+                "description": "Training metrics captured during post-training jobs."
+            },
+            "CancelTrainingJobRequest": {
+                "type": "object",
+                "properties": {
+                    "job_uuid": {
+                        "type": "string",
+                        "description": "The UUID of the job to cancel."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "job_uuid"
+                ],
+                "title": "CancelTrainingJobRequest"
+            },
+            "PostTrainingJobStatusResponse": {
+                "type": "object",
+                "properties": {
+                    "job_uuid": {
+                        "type": "string",
+                        "description": "Unique identifier for the training job"
+                    },
+                    "status": {
+                        "type": "string",
+                        "enum": [
+                            "completed",
+                            "in_progress",
+                            "failed",
+                            "scheduled",
+                            "cancelled"
+                        ],
+                        "description": "Current status of the training job"
+                    },
+                    "scheduled_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "(Optional) Timestamp when the job was scheduled"
+                    },
+                    "started_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "(Optional) Timestamp when the job execution began"
+                    },
+                    "completed_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "(Optional) Timestamp when the job finished, if completed"
+                    },
+                    "resources_allocated": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Information about computational resources allocated to the job"
+                    },
+                    "checkpoints": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Checkpoint"
+                        },
+                        "description": "List of model checkpoints created during training"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "job_uuid",
+                    "status",
+                    "checkpoints"
+                ],
+                "title": "PostTrainingJobStatusResponse",
+                "description": "Status of a finetuning job."
+            },
+            "ListPostTrainingJobsResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "properties": {
+                                "job_uuid": {
+                                    "type": "string"
+                                }
+                            },
+                            "additionalProperties": false,
+                            "required": [
+                                "job_uuid"
+                            ],
+                            "title": "PostTrainingJob"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListPostTrainingJobsResponse"
+            },
+            "DPOAlignmentConfig": {
+                "type": "object",
+                "properties": {
+                    "beta": {
+                        "type": "number",
+                        "description": "Temperature parameter for the DPO loss"
+                    },
+                    "loss_type": {
+                        "$ref": "#/components/schemas/DPOLossType",
+                        "default": "sigmoid",
+                        "description": "The type of loss function to use for DPO"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "beta",
+                    "loss_type"
+                ],
+                "title": "DPOAlignmentConfig",
+                "description": "Configuration for Direct Preference Optimization (DPO) alignment."
+            },
+            "DPOLossType": {
+                "type": "string",
+                "enum": [
+                    "sigmoid",
+                    "hinge",
+                    "ipo",
+                    "kto_pair"
+                ],
+                "title": "DPOLossType"
+            },
+            "DataConfig": {
+                "type": "object",
+                "properties": {
+                    "dataset_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the training dataset"
+                    },
+                    "batch_size": {
+                        "type": "integer",
+                        "description": "Number of samples per training batch"
+                    },
+                    "shuffle": {
+                        "type": "boolean",
+                        "description": "Whether to shuffle the dataset during training"
+                    },
+                    "data_format": {
+                        "$ref": "#/components/schemas/DatasetFormat",
+                        "description": "Format of the dataset (instruct or dialog)"
+                    },
+                    "validation_dataset_id": {
+                        "type": "string",
+                        "description": "(Optional) Unique identifier for the validation dataset"
+                    },
+                    "packed": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "(Optional) Whether to pack multiple samples into a single sequence for efficiency"
+                    },
+                    "train_on_input": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "(Optional) Whether to compute loss on input tokens as well as output tokens"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "dataset_id",
+                    "batch_size",
+                    "shuffle",
+                    "data_format"
+                ],
+                "title": "DataConfig",
+                "description": "Configuration for training data and data loading."
+            },
+            "DatasetFormat": {
+                "type": "string",
+                "enum": [
+                    "instruct",
+                    "dialog"
+                ],
+                "title": "DatasetFormat",
+                "description": "Format of the training dataset."
+            },
+            "EfficiencyConfig": {
+                "type": "object",
+                "properties": {
+                    "enable_activation_checkpointing": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "(Optional) Whether to use activation checkpointing to reduce memory usage"
+                    },
+                    "enable_activation_offloading": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "(Optional) Whether to offload activations to CPU to save GPU memory"
+                    },
+                    "memory_efficient_fsdp_wrap": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "(Optional) Whether to use memory-efficient FSDP wrapping"
+                    },
+                    "fsdp_cpu_offload": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "(Optional) Whether to offload FSDP parameters to CPU"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "EfficiencyConfig",
+                "description": "Configuration for memory and compute efficiency optimizations."
+            },
+            "OptimizerConfig": {
+                "type": "object",
+                "properties": {
+                    "optimizer_type": {
+                        "$ref": "#/components/schemas/OptimizerType",
+                        "description": "Type of optimizer to use (adam, adamw, or sgd)"
+                    },
+                    "lr": {
+                        "type": "number",
+                        "description": "Learning rate for the optimizer"
+                    },
+                    "weight_decay": {
+                        "type": "number",
+                        "description": "Weight decay coefficient for regularization"
+                    },
+                    "num_warmup_steps": {
+                        "type": "integer",
+                        "description": "Number of steps for learning rate warmup"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "optimizer_type",
+                    "lr",
+                    "weight_decay",
+                    "num_warmup_steps"
+                ],
+                "title": "OptimizerConfig",
+                "description": "Configuration parameters for the optimization algorithm."
+            },
+            "OptimizerType": {
+                "type": "string",
+                "enum": [
+                    "adam",
+                    "adamw",
+                    "sgd"
+                ],
+                "title": "OptimizerType",
+                "description": "Available optimizer algorithms for training."
+            },
+            "TrainingConfig": {
+                "type": "object",
+                "properties": {
+                    "n_epochs": {
+                        "type": "integer",
+                        "description": "Number of training epochs to run"
+                    },
+                    "max_steps_per_epoch": {
+                        "type": "integer",
+                        "default": 1,
+                        "description": "Maximum number of steps to run per epoch"
+                    },
+                    "gradient_accumulation_steps": {
+                        "type": "integer",
+                        "default": 1,
+                        "description": "Number of steps to accumulate gradients before updating"
+                    },
+                    "max_validation_steps": {
+                        "type": "integer",
+                        "default": 1,
+                        "description": "(Optional) Maximum number of validation steps per epoch"
+                    },
+                    "data_config": {
+                        "$ref": "#/components/schemas/DataConfig",
+                        "description": "(Optional) Configuration for data loading and formatting"
+                    },
+                    "optimizer_config": {
+                        "$ref": "#/components/schemas/OptimizerConfig",
+                        "description": "(Optional) Configuration for the optimization algorithm"
+                    },
+                    "efficiency_config": {
+                        "$ref": "#/components/schemas/EfficiencyConfig",
+                        "description": "(Optional) Configuration for memory and compute optimizations"
+                    },
+                    "dtype": {
+                        "type": "string",
+                        "default": "bf16",
+                        "description": "(Optional) Data type for model parameters (bf16, fp16, fp32)"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "n_epochs",
+                    "max_steps_per_epoch",
+                    "gradient_accumulation_steps"
+                ],
+                "title": "TrainingConfig",
+                "description": "Comprehensive configuration for the training process."
+            },
+            "PreferenceOptimizeRequest": {
+                "type": "object",
+                "properties": {
+                    "job_uuid": {
+                        "type": "string",
+                        "description": "The UUID of the job to create."
+                    },
+                    "finetuned_model": {
+                        "type": "string",
+                        "description": "The model to fine-tune."
+                    },
+                    "algorithm_config": {
+                        "$ref": "#/components/schemas/DPOAlignmentConfig",
+                        "description": "The algorithm configuration."
+                    },
+                    "training_config": {
+                        "$ref": "#/components/schemas/TrainingConfig",
+                        "description": "The training configuration."
+                    },
+                    "hyperparam_search_config": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The hyperparam search configuration."
+                    },
+                    "logger_config": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The logger configuration."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "job_uuid",
+                    "finetuned_model",
+                    "algorithm_config",
+                    "training_config",
+                    "hyperparam_search_config",
+                    "logger_config"
+                ],
+                "title": "PreferenceOptimizeRequest"
+            },
+            "PostTrainingJob": {
+                "type": "object",
+                "properties": {
+                    "job_uuid": {
+                        "type": "string"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "job_uuid"
+                ],
+                "title": "PostTrainingJob"
+            },
+            "AlgorithmConfig": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/LoraFinetuningConfig"
+                    },
+                    {
+                        "$ref": "#/components/schemas/QATFinetuningConfig"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "LoRA": "#/components/schemas/LoraFinetuningConfig",
+                        "QAT": "#/components/schemas/QATFinetuningConfig"
+                    }
+                }
+            },
+            "LoraFinetuningConfig": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "LoRA",
+                        "default": "LoRA",
+                        "description": "Algorithm type identifier, always \"LoRA\""
+                    },
+                    "lora_attn_modules": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of attention module names to apply LoRA to"
+                    },
+                    "apply_lora_to_mlp": {
+                        "type": "boolean",
+                        "description": "Whether to apply LoRA to MLP layers"
+                    },
+                    "apply_lora_to_output": {
+                        "type": "boolean",
+                        "description": "Whether to apply LoRA to output projection layers"
+                    },
+                    "rank": {
+                        "type": "integer",
+                        "description": "Rank of the LoRA adaptation (lower rank = fewer parameters)"
+                    },
+                    "alpha": {
+                        "type": "integer",
+                        "description": "LoRA scaling parameter that controls adaptation strength"
+                    },
+                    "use_dora": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "(Optional) Whether to use DoRA (Weight-Decomposed Low-Rank Adaptation)"
+                    },
+                    "quantize_base": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "(Optional) Whether to quantize the base model weights"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "lora_attn_modules",
+                    "apply_lora_to_mlp",
+                    "apply_lora_to_output",
+                    "rank",
+                    "alpha"
+                ],
+                "title": "LoraFinetuningConfig",
+                "description": "Configuration for Low-Rank Adaptation (LoRA) fine-tuning."
+            },
+            "QATFinetuningConfig": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "QAT",
+                        "default": "QAT",
+                        "description": "Algorithm type identifier, always \"QAT\""
+                    },
+                    "quantizer_name": {
+                        "type": "string",
+                        "description": "Name of the quantization algorithm to use"
+                    },
+                    "group_size": {
+                        "type": "integer",
+                        "description": "Size of groups for grouped quantization"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "quantizer_name",
+                    "group_size"
+                ],
+                "title": "QATFinetuningConfig",
+                "description": "Configuration for Quantization-Aware Training (QAT) fine-tuning."
+            },
+            "SupervisedFineTuneRequest": {
+                "type": "object",
+                "properties": {
+                    "job_uuid": {
+                        "type": "string",
+                        "description": "The UUID of the job to create."
+                    },
+                    "training_config": {
+                        "$ref": "#/components/schemas/TrainingConfig",
+                        "description": "The training configuration."
+                    },
+                    "hyperparam_search_config": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The hyperparam search configuration."
+                    },
+                    "logger_config": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The logger configuration."
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model to fine-tune."
+                    },
+                    "checkpoint_dir": {
+                        "type": "string",
+                        "description": "The directory to save checkpoint(s) to."
+                    },
+                    "algorithm_config": {
+                        "$ref": "#/components/schemas/AlgorithmConfig",
+                        "description": "The algorithm configuration."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "job_uuid",
+                    "training_config",
+                    "hyperparam_search_config",
+                    "logger_config"
+                ],
+                "title": "SupervisedFineTuneRequest"
+            }
+        },
+        "responses": {
+            "BadRequest400": {
+                "description": "The request was invalid or malformed",
+                "content": {
+                    "application/json": {
+                        "schema": {
+                            "$ref": "#/components/schemas/Error"
+                        },
+                        "example": {
+                            "status": 400,
+                            "title": "Bad Request",
+                            "detail": "The request was invalid or malformed"
+                        }
+                    }
+                }
+            },
+            "TooManyRequests429": {
+                "description": "The client has sent too many requests in a given amount of time",
+                "content": {
+                    "application/json": {
+                        "schema": {
+                            "$ref": "#/components/schemas/Error"
+                        },
+                        "example": {
+                            "status": 429,
+                            "title": "Too Many Requests",
+                            "detail": "You have exceeded the rate limit. Please try again later."
+                        }
+                    }
+                }
+            },
+            "InternalServerError500": {
+                "description": "The server encountered an unexpected error",
+                "content": {
+                    "application/json": {
+                        "schema": {
+                            "$ref": "#/components/schemas/Error"
+                        },
+                        "example": {
+                            "status": 500,
+                            "title": "Internal Server Error",
+                            "detail": "An unexpected error occurred. Our team has been notified."
+                        }
+                    }
+                }
+            },
+            "DefaultError": {
+                "description": "An unexpected error occurred",
+                "content": {
+                    "application/json": {
+                        "schema": {
+                            "$ref": "#/components/schemas/Error"
+                        },
+                        "example": {
+                            "status": 0,
+                            "title": "Error",
+                            "detail": "An unexpected error occurred"
+                        }
+                    }
+                }
+            }
+        }
+    },
+    "security": [
+        {
+            "Default": []
+        }
+    ],
+    "tags": [
+        {
+            "name": "Agents",
+            "description": "APIs for creating and interacting with agentic systems.\n\n## Deprecated APIs\n\n> **⚠️ DEPRECATED**: These APIs are provided for migration reference and will be removed in future versions. Not recommended for new projects.\n\n### Migration Guidance\n\nIf you are using deprecated versions of the Agents or Responses APIs, please migrate to:\n\n- **Responses API**: Use the stable v1 Responses API endpoints\n",
+            "x-displayName": "Agents"
+        },
+        {
+            "name": "Batches",
+            "description": "The API is designed to allow use of openai client libraries for seamless integration.\n\nThis API provides the following extensions:\n - idempotent batch creation\n\nNote: This API is currently under active development and may undergo changes.",
+            "x-displayName": "The Batches API enables efficient processing of multiple requests in a single operation, particularly useful for processing large datasets, batch evaluation workflows, and cost-effective inference at scale."
+        },
+        {
+            "name": "Benchmarks",
+            "description": ""
+        },
+        {
+            "name": "DatasetIO",
+            "description": ""
+        },
+        {
+            "name": "Datasets",
+            "description": ""
+        },
+        {
+            "name": "Eval",
+            "description": "Llama Stack Evaluation API for running evaluations on model and agent candidates.",
+            "x-displayName": "Evaluations"
+        },
+        {
+            "name": "Files",
+            "description": "This API is used to upload documents that can be used with other Llama Stack APIs.",
+            "x-displayName": "Files"
+        },
+        {
+            "name": "Inference",
+            "description": "Llama Stack Inference API for generating completions, chat completions, and embeddings.\n\nThis API provides the raw interface to the underlying models. Three kinds of models are supported:\n- LLM models: these models generate \"raw\" and \"chat\" (conversational) completions.\n- Embedding models: these models generate embeddings to be used for semantic search.\n- Rerank models: these models reorder the documents based on their relevance to a query.",
+            "x-displayName": "Inference"
+        },
+        {
+            "name": "Models",
+            "description": ""
+        },
+        {
+            "name": "PostTraining (Coming Soon)",
+            "description": ""
+        },
+        {
+            "name": "Safety",
+            "description": "OpenAI-compatible Moderations API.",
+            "x-displayName": "Safety"
+        },
+        {
+            "name": "VectorIO",
+            "description": ""
+        }
+    ],
+    "x-tagGroups": [
+        {
+            "name": "Operations",
+            "tags": [
+                "Agents",
+                "Batches",
+                "Benchmarks",
+                "DatasetIO",
+                "Datasets",
+                "Eval",
+                "Files",
+                "Inference",
+                "Models",
+                "PostTraining (Coming Soon)",
+                "Safety",
+                "VectorIO"
+            ]
+        }
+    ]
+};
+            const element = document.getElementById("openapi-container");
+            element.apiDescriptionDocument = spec;
+
+            if (spec.info && spec.info.title) {
+                document.title = spec.info.title;
+            }
+        });
+    </script>
+</body>
+
+</html>
diff --git a/docs/static/deprecated-llama-stack-spec.yaml b/docs/static/deprecated-llama-stack-spec.yaml
index 2d0ce6e08..a2c70372f 100644
--- a/docs/static/deprecated-llama-stack-spec.yaml
+++ b/docs/static/deprecated-llama-stack-spec.yaml
@@ -3778,6 +3778,38 @@ components:
               title: OpenAIResponseInputToolWebSearch | ... (4 variants)
             type: array
           - type: 'null'
+        tool_choice:
+          anyOf:
+          - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
+            title: OpenAIResponseInputToolChoiceMode
+          - oneOf:
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+              title: OpenAIResponseInputToolChoiceAllowedTools
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+              title: OpenAIResponseInputToolChoiceFileSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+              title: OpenAIResponseInputToolChoiceWebSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+              title: OpenAIResponseInputToolChoiceFunctionTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+              title: OpenAIResponseInputToolChoiceMCPTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+              title: OpenAIResponseInputToolChoiceCustomTool
+            discriminator:
+              propertyName: type
+              mapping:
+                allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+                custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+                file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+                function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+                mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+                web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
+          - type: 'null'
+          title: OpenAIResponseInputToolChoiceMode
         truncation:
           anyOf:
           - type: string
@@ -4165,6 +4197,38 @@ components:
             title: OpenAIResponseText
           - type: 'null'
           title: OpenAIResponseText
+        tool_choice:
+          anyOf:
+          - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
+            title: OpenAIResponseInputToolChoiceMode
+          - oneOf:
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+              title: OpenAIResponseInputToolChoiceAllowedTools
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+              title: OpenAIResponseInputToolChoiceFileSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+              title: OpenAIResponseInputToolChoiceWebSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+              title: OpenAIResponseInputToolChoiceFunctionTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+              title: OpenAIResponseInputToolChoiceMCPTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+              title: OpenAIResponseInputToolChoiceCustomTool
+            discriminator:
+              propertyName: type
+              mapping:
+                allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+                custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+                file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+                function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+                mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+                web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
+          - type: 'null'
+          title: OpenAIResponseInputToolChoiceMode
         tools:
           anyOf:
           - items:
@@ -4324,6 +4388,38 @@ components:
               title: OpenAIResponseInputToolWebSearch | ... (4 variants)
             type: array
           - type: 'null'
+        tool_choice:
+          anyOf:
+          - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
+            title: OpenAIResponseInputToolChoiceMode
+          - oneOf:
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+              title: OpenAIResponseInputToolChoiceAllowedTools
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+              title: OpenAIResponseInputToolChoiceFileSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+              title: OpenAIResponseInputToolChoiceWebSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+              title: OpenAIResponseInputToolChoiceFunctionTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+              title: OpenAIResponseInputToolChoiceMCPTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+              title: OpenAIResponseInputToolChoiceCustomTool
+            discriminator:
+              propertyName: type
+              mapping:
+                allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+                custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+                file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+                function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+                mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+                web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
+          - type: 'null'
+          title: OpenAIResponseInputToolChoiceMode
         truncation:
           anyOf:
           - type: string
@@ -8797,6 +8893,121 @@ components:
       type: object
       title: OpenAIChatCompletionUsagePromptTokensDetails
       description: Token details for prompt tokens in OpenAI chat completion usage.
+    OpenAIResponseInputToolChoiceAllowedTools:
+      properties:
+        mode:
+          type: string
+          enum:
+          - auto
+          - required
+          title: Mode
+          default: auto
+        tools:
+          items:
+            additionalProperties:
+              type: string
+            type: object
+          type: array
+          title: Tools
+        type:
+          type: string
+          const: allowed_tools
+          title: Type
+          default: allowed_tools
+      type: object
+      required:
+      - tools
+      title: OpenAIResponseInputToolChoiceAllowedTools
+      description: Constrains the tools available to the model to a pre-defined set.
+    OpenAIResponseInputToolChoiceCustomTool:
+      properties:
+        type:
+          type: string
+          const: custom
+          title: Type
+          default: custom
+        name:
+          type: string
+          title: Name
+      type: object
+      required:
+      - name
+      title: OpenAIResponseInputToolChoiceCustomTool
+      description: Forces the model to call a custom tool.
+    OpenAIResponseInputToolChoiceFileSearch:
+      properties:
+        type:
+          type: string
+          const: file_search
+          title: Type
+          default: file_search
+      type: object
+      title: OpenAIResponseInputToolChoiceFileSearch
+      description: Indicates that the model should use file search to generate a response.
+    OpenAIResponseInputToolChoiceFunctionTool:
+      properties:
+        name:
+          type: string
+          title: Name
+        type:
+          type: string
+          const: function
+          title: Type
+          default: function
+      type: object
+      required:
+      - name
+      title: OpenAIResponseInputToolChoiceFunctionTool
+      description: Forces the model to call a specific function.
+    OpenAIResponseInputToolChoiceMCPTool:
+      properties:
+        server_label:
+          type: string
+          title: Server Label
+        type:
+          type: string
+          const: mcp
+          title: Type
+          default: mcp
+        name:
+          anyOf:
+          - type: string
+          - type: 'null'
+      type: object
+      required:
+      - server_label
+      title: OpenAIResponseInputToolChoiceMCPTool
+      description: Forces the model to call a specific tool on a remote MCP server
+    OpenAIResponseInputToolChoiceMode:
+      type: string
+      enum:
+      - auto
+      - required
+      - none
+      title: OpenAIResponseInputToolChoiceMode
+    OpenAIResponseInputToolChoiceWebSearch:
+      properties:
+        type:
+          title: Type
+          default: web_search
+          type: string
+          enum:
+          - web_search
+          - web_search_preview
+          - web_search_preview_2025_03_11
+          - web_search_2025_08_26
+        search_context_size:
+          anyOf:
+          - type: string
+            pattern: ^low|medium|high$
+          - type: 'null'
+          default: medium
+      type: object
+      title: OpenAIResponseInputToolChoiceWebSearch
+      description: |-
+        Indicates that the model should use web search to generate a response.
+
+        This is an alias for OpenAIResponseInputToolWebSearch used in tool_choice context.
     OpenAIResponseMessage-Input:
       properties:
         content:
@@ -9183,6 +9394,131 @@ components:
       - $ref: '#/components/schemas/GrammarResponseFormat'
         title: GrammarResponseFormat
       title: JsonSchemaResponseFormat | GrammarResponseFormat
+    AllowedToolsConfig:
+      properties:
+        tools:
+          items:
+            additionalProperties: true
+            type: object
+          title: Tools
+          type: array
+        mode:
+          enum:
+          - auto
+          - required
+          title: Mode
+          type: string
+      required:
+      - tools
+      - mode
+      title: AllowedToolsConfig
+      type: object
+    CustomToolConfig:
+      properties:
+        name:
+          title: Name
+          type: string
+      required:
+      - name
+      title: CustomToolConfig
+      type: object
+    FunctionToolConfig:
+      properties:
+        name:
+          title: Name
+          type: string
+      required:
+      - name
+      title: FunctionToolConfig
+      type: object
+    OpenAIChatCompletionToolChoiceAllowedTools:
+      description: Allowed tools response format for OpenAI-compatible chat completion requests.
+      properties:
+        type:
+          const: allowed_tools
+          default: allowed_tools
+          title: Type
+          type: string
+        allowed_tools:
+          $ref: '#/components/schemas/AllowedToolsConfig'
+      required:
+      - allowed_tools
+      title: OpenAIChatCompletionToolChoiceAllowedTools
+      type: object
+    OpenAIChatCompletionToolChoiceCustomTool:
+      description: Custom tool choice for OpenAI-compatible chat completion requests.
+      properties:
+        type:
+          const: custom
+          default: custom
+          title: Type
+          type: string
+        custom:
+          $ref: '#/components/schemas/CustomToolConfig'
+      required:
+      - custom
+      title: OpenAIChatCompletionToolChoiceCustomTool
+      type: object
+    OpenAIChatCompletionToolChoiceFunctionTool:
+      description: Function tool choice for OpenAI-compatible chat completion requests.
+      properties:
+        type:
+          const: function
+          default: function
+          title: Type
+          type: string
+        function:
+          $ref: '#/components/schemas/FunctionToolConfig'
+      required:
+      - function
+      title: OpenAIChatCompletionToolChoiceFunctionTool
+      type: object
+    OpenAIChatCompletionToolChoice:
+      discriminator:
+        mapping:
+          allowed_tools: '#/components/schemas/OpenAIChatCompletionToolChoiceAllowedTools'
+          custom: '#/components/schemas/OpenAIChatCompletionToolChoiceCustomTool'
+          function: '#/components/schemas/OpenAIChatCompletionToolChoiceFunctionTool'
+        propertyName: type
+      oneOf:
+      - $ref: '#/components/schemas/OpenAIChatCompletionToolChoiceAllowedTools'
+        title: OpenAIChatCompletionToolChoiceAllowedTools
+      - $ref: '#/components/schemas/OpenAIChatCompletionToolChoiceFunctionTool'
+        title: OpenAIChatCompletionToolChoiceFunctionTool
+      - $ref: '#/components/schemas/OpenAIChatCompletionToolChoiceCustomTool'
+        title: OpenAIChatCompletionToolChoiceCustomTool
+      title: OpenAIChatCompletionToolChoiceAllowedTools | OpenAIChatCompletionToolChoiceFunctionTool | OpenAIChatCompletionToolChoiceCustomTool
+    OpenAIResponseInputToolChoice:
+      anyOf:
+      - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
+        title: OpenAIResponseInputToolChoiceMode
+      - discriminator:
+          mapping:
+            allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+            custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+            file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+            function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+            mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+            web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+          propertyName: type
+        oneOf:
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+          title: OpenAIResponseInputToolChoiceAllowedTools
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+          title: OpenAIResponseInputToolChoiceFileSearch
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+          title: OpenAIResponseInputToolChoiceWebSearch
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+          title: OpenAIResponseInputToolChoiceFunctionTool
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+          title: OpenAIResponseInputToolChoiceMCPTool
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+          title: OpenAIResponseInputToolChoiceCustomTool
+        title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
+      title: OpenAIResponseInputToolChoiceMode
     OpenAIResponseContentPart:
       discriminator:
         mapping:
diff --git a/docs/static/experimental-llama-stack-spec.yaml b/docs/static/experimental-llama-stack-spec.yaml
index 4d5a43693..681d81e2f 100644
--- a/docs/static/experimental-llama-stack-spec.yaml
+++ b/docs/static/experimental-llama-stack-spec.yaml
@@ -3318,6 +3318,38 @@ components:
               title: OpenAIResponseInputToolWebSearch | ... (4 variants)
             type: array
           - type: 'null'
+        tool_choice:
+          anyOf:
+          - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
+            title: OpenAIResponseInputToolChoiceMode
+          - oneOf:
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+              title: OpenAIResponseInputToolChoiceAllowedTools
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+              title: OpenAIResponseInputToolChoiceFileSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+              title: OpenAIResponseInputToolChoiceWebSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+              title: OpenAIResponseInputToolChoiceFunctionTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+              title: OpenAIResponseInputToolChoiceMCPTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+              title: OpenAIResponseInputToolChoiceCustomTool
+            discriminator:
+              propertyName: type
+              mapping:
+                allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+                custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+                file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+                function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+                mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+                web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
+          - type: 'null'
+          title: OpenAIResponseInputToolChoiceMode
         truncation:
           anyOf:
           - type: string
@@ -3724,6 +3756,38 @@ components:
               title: OpenAIResponseInputToolWebSearch | ... (4 variants)
             type: array
           - type: 'null'
+        tool_choice:
+          anyOf:
+          - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
+            title: OpenAIResponseInputToolChoiceMode
+          - oneOf:
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+              title: OpenAIResponseInputToolChoiceAllowedTools
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+              title: OpenAIResponseInputToolChoiceFileSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+              title: OpenAIResponseInputToolChoiceWebSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+              title: OpenAIResponseInputToolChoiceFunctionTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+              title: OpenAIResponseInputToolChoiceMCPTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+              title: OpenAIResponseInputToolChoiceCustomTool
+            discriminator:
+              propertyName: type
+              mapping:
+                allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+                custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+                file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+                function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+                mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+                web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
+          - type: 'null'
+          title: OpenAIResponseInputToolChoiceMode
         truncation:
           anyOf:
           - type: string
@@ -7632,6 +7696,121 @@ components:
       type: object
       title: OpenAIChatCompletionUsagePromptTokensDetails
       description: Token details for prompt tokens in OpenAI chat completion usage.
+    OpenAIResponseInputToolChoiceAllowedTools:
+      properties:
+        mode:
+          type: string
+          enum:
+          - auto
+          - required
+          title: Mode
+          default: auto
+        tools:
+          items:
+            additionalProperties:
+              type: string
+            type: object
+          type: array
+          title: Tools
+        type:
+          type: string
+          const: allowed_tools
+          title: Type
+          default: allowed_tools
+      type: object
+      required:
+      - tools
+      title: OpenAIResponseInputToolChoiceAllowedTools
+      description: Constrains the tools available to the model to a pre-defined set.
+    OpenAIResponseInputToolChoiceCustomTool:
+      properties:
+        type:
+          type: string
+          const: custom
+          title: Type
+          default: custom
+        name:
+          type: string
+          title: Name
+      type: object
+      required:
+      - name
+      title: OpenAIResponseInputToolChoiceCustomTool
+      description: Forces the model to call a custom tool.
+    OpenAIResponseInputToolChoiceFileSearch:
+      properties:
+        type:
+          type: string
+          const: file_search
+          title: Type
+          default: file_search
+      type: object
+      title: OpenAIResponseInputToolChoiceFileSearch
+      description: Indicates that the model should use file search to generate a response.
+    OpenAIResponseInputToolChoiceFunctionTool:
+      properties:
+        name:
+          type: string
+          title: Name
+        type:
+          type: string
+          const: function
+          title: Type
+          default: function
+      type: object
+      required:
+      - name
+      title: OpenAIResponseInputToolChoiceFunctionTool
+      description: Forces the model to call a specific function.
+    OpenAIResponseInputToolChoiceMCPTool:
+      properties:
+        server_label:
+          type: string
+          title: Server Label
+        type:
+          type: string
+          const: mcp
+          title: Type
+          default: mcp
+        name:
+          anyOf:
+          - type: string
+          - type: 'null'
+      type: object
+      required:
+      - server_label
+      title: OpenAIResponseInputToolChoiceMCPTool
+      description: Forces the model to call a specific tool on a remote MCP server
+    OpenAIResponseInputToolChoiceMode:
+      type: string
+      enum:
+      - auto
+      - required
+      - none
+      title: OpenAIResponseInputToolChoiceMode
+    OpenAIResponseInputToolChoiceWebSearch:
+      properties:
+        type:
+          title: Type
+          default: web_search
+          type: string
+          enum:
+          - web_search
+          - web_search_preview
+          - web_search_preview_2025_03_11
+          - web_search_2025_08_26
+        search_context_size:
+          anyOf:
+          - type: string
+            pattern: ^low|medium|high$
+          - type: 'null'
+          default: medium
+      type: object
+      title: OpenAIResponseInputToolChoiceWebSearch
+      description: |-
+        Indicates that the model should use web search to generate a response.
+
+        This is an alias for OpenAIResponseInputToolWebSearch used in tool_choice context.
     OpenAIResponseMessage-Output:
       properties:
         content:
@@ -7949,6 +8128,131 @@ components:
       - $ref: '#/components/schemas/GrammarResponseFormat'
         title: GrammarResponseFormat
       title: JsonSchemaResponseFormat | GrammarResponseFormat
+    AllowedToolsConfig:
+      properties:
+        tools:
+          items:
+            additionalProperties: true
+            type: object
+          title: Tools
+          type: array
+        mode:
+          enum:
+          - auto
+          - required
+          title: Mode
+          type: string
+      required:
+      - tools
+      - mode
+      title: AllowedToolsConfig
+      type: object
+    CustomToolConfig:
+      properties:
+        name:
+          title: Name
+          type: string
+      required:
+      - name
+      title: CustomToolConfig
+      type: object
+    FunctionToolConfig:
+      properties:
+        name:
+          title: Name
+          type: string
+      required:
+      - name
+      title: FunctionToolConfig
+      type: object
+    OpenAIChatCompletionToolChoiceAllowedTools:
+      description: Allowed tools response format for OpenAI-compatible chat completion requests.
+      properties:
+        type:
+          const: allowed_tools
+          default: allowed_tools
+          title: Type
+          type: string
+        allowed_tools:
+          $ref: '#/components/schemas/AllowedToolsConfig'
+      required:
+      - allowed_tools
+      title: OpenAIChatCompletionToolChoiceAllowedTools
+      type: object
+    OpenAIChatCompletionToolChoiceCustomTool:
+      description: Custom tool choice for OpenAI-compatible chat completion requests.
+      properties:
+        type:
+          const: custom
+          default: custom
+          title: Type
+          type: string
+        custom:
+          $ref: '#/components/schemas/CustomToolConfig'
+      required:
+      - custom
+      title: OpenAIChatCompletionToolChoiceCustomTool
+      type: object
+    OpenAIChatCompletionToolChoiceFunctionTool:
+      description: Function tool choice for OpenAI-compatible chat completion requests.
+      properties:
+        type:
+          const: function
+          default: function
+          title: Type
+          type: string
+        function:
+          $ref: '#/components/schemas/FunctionToolConfig'
+      required:
+      - function
+      title: OpenAIChatCompletionToolChoiceFunctionTool
+      type: object
+    OpenAIChatCompletionToolChoice:
+      discriminator:
+        mapping:
+          allowed_tools: '#/components/schemas/OpenAIChatCompletionToolChoiceAllowedTools'
+          custom: '#/components/schemas/OpenAIChatCompletionToolChoiceCustomTool'
+          function: '#/components/schemas/OpenAIChatCompletionToolChoiceFunctionTool'
+        propertyName: type
+      oneOf:
+      - $ref: '#/components/schemas/OpenAIChatCompletionToolChoiceAllowedTools'
+        title: OpenAIChatCompletionToolChoiceAllowedTools
+      - $ref: '#/components/schemas/OpenAIChatCompletionToolChoiceFunctionTool'
+        title: OpenAIChatCompletionToolChoiceFunctionTool
+      - $ref: '#/components/schemas/OpenAIChatCompletionToolChoiceCustomTool'
+        title: OpenAIChatCompletionToolChoiceCustomTool
+      title: OpenAIChatCompletionToolChoiceAllowedTools | OpenAIChatCompletionToolChoiceFunctionTool | OpenAIChatCompletionToolChoiceCustomTool
+    OpenAIResponseInputToolChoice:
+      anyOf:
+      - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
+        title: OpenAIResponseInputToolChoiceMode
+      - discriminator:
+          mapping:
+            allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+            custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+            file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+            function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+            mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+            web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+          propertyName: type
+        oneOf:
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+          title: OpenAIResponseInputToolChoiceAllowedTools
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+          title: OpenAIResponseInputToolChoiceFileSearch
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+          title: OpenAIResponseInputToolChoiceWebSearch
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+          title: OpenAIResponseInputToolChoiceFunctionTool
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+          title: OpenAIResponseInputToolChoiceMCPTool
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+          title: OpenAIResponseInputToolChoiceCustomTool
+        title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
+      title: OpenAIResponseInputToolChoiceMode
     OpenAIResponseContentPart:
       discriminator:
         mapping:
diff --git a/docs/static/llama-stack-spec.html b/docs/static/llama-stack-spec.html
new file mode 100644
index 000000000..b0e6f13a1
--- /dev/null
+++ b/docs/static/llama-stack-spec.html
@@ -0,0 +1,14231 @@
+<!DOCTYPE html>
+<html>
+
+<head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1">
+    <title>OpenAPI specification</title>
+    <link href="https://fonts.googleapis.com/css?family=Montserrat:300,400,700|Roboto:300,400,700" rel="stylesheet">
+    <script type="module" src="https://cdn.jsdelivr.net/npm/@stoplight/elements/web-components.min.js"></script>
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@stoplight/elements/styles.min.css">
+    <style>
+        body {
+            margin: 0;
+            padding: 0;
+            height: 100vh;
+        }
+
+        elements-api {
+            height: 100%;
+        }
+    </style>
+</head>
+
+<body>
+    <elements-api id="openapi-container" router="hash" layout="sidebar" hideExport="true"
+        hideInternal="true"></elements-api>
+
+    <script>
+        document.addEventListener("DOMContentLoaded", function () {
+            const spec = {
+    "openapi": "3.1.0",
+    "info": {
+        "title": "Llama Stack Specification",
+        "version": "v1",
+        "description": "This is the specification of the Llama Stack that provides\n                a set of endpoints and their corresponding interfaces that are tailored to\n                best leverage Llama Models.\n\n**✅ STABLE**: Production-ready APIs with backward compatibility guarantees."
+    },
+    "servers": [
+        {
+            "url": "http://any-hosted-llama-stack.com"
+        }
+    ],
+    "paths": {
+        "/v1/batches": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A list of batch objects.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListBatchesResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Batches"
+                ],
+                "summary": "List all batches for the current user.",
+                "description": "List all batches for the current user.",
+                "parameters": [
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "A cursor for pagination; returns batches after this batch ID.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "Number of batches to return (default 20, max 100).",
+                        "required": true,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "The created batch object.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Batch"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Batches"
+                ],
+                "summary": "Create a new batch for processing multiple API requests.",
+                "description": "Create a new batch for processing multiple API requests.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/CreateBatchRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/batches/{batch_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "The batch object.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Batch"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Batches"
+                ],
+                "summary": "Retrieve information about a specific batch.",
+                "description": "Retrieve information about a specific batch.",
+                "parameters": [
+                    {
+                        "name": "batch_id",
+                        "in": "path",
+                        "description": "The ID of the batch to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/batches/{batch_id}/cancel": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "The updated batch object.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Batch"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Batches"
+                ],
+                "summary": "Cancel a batch that is in progress.",
+                "description": "Cancel a batch that is in progress.",
+                "parameters": [
+                    {
+                        "name": "batch_id",
+                        "in": "path",
+                        "description": "The ID of the batch to cancel.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/chat/completions": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListOpenAIChatCompletionResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListOpenAIChatCompletionResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inference"
+                ],
+                "summary": "List chat completions.",
+                "description": "List chat completions.",
+                "parameters": [
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "The ID of the last chat completion to return.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "The maximum number of chat completions to return.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "model",
+                        "in": "query",
+                        "description": "The model to filter by.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "The order to sort the chat completions by: \"asc\" or \"desc\". Defaults to \"desc\".",
+                        "required": false,
+                        "schema": {
+                            "$ref": "#/components/schemas/Order"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIChatCompletion.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "oneOf": [
+                                        {
+                                            "$ref": "#/components/schemas/OpenAIChatCompletion"
+                                        },
+                                        {
+                                            "$ref": "#/components/schemas/OpenAIChatCompletionChunk"
+                                        }
+                                    ]
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inference"
+                ],
+                "summary": "Create chat completions.",
+                "description": "Create chat completions.\nGenerate an OpenAI-compatible chat completion for the given messages using the specified model.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenAIChatCompletionRequestWithExtraBody"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/chat/completions/{completion_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A OpenAICompletionWithInputMessages.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAICompletionWithInputMessages"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inference"
+                ],
+                "summary": "Get chat completion.",
+                "description": "Get chat completion.\nDescribe a chat completion by its ID.",
+                "parameters": [
+                    {
+                        "name": "completion_id",
+                        "in": "path",
+                        "description": "ID of the chat completion.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/completions": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAICompletion.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAICompletion"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inference"
+                ],
+                "summary": "Create completion.",
+                "description": "Create completion.\nGenerate an OpenAI-compatible completion for the given prompt using the specified model.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenAICompletionRequestWithExtraBody"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/conversations": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "The created conversation object.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Conversation"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Conversations"
+                ],
+                "summary": "Create a conversation.",
+                "description": "Create a conversation.\nCreate a conversation.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/CreateConversationRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/conversations/{conversation_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "The conversation object.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Conversation"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Conversations"
+                ],
+                "summary": "Retrieve a conversation.",
+                "description": "Retrieve a conversation.\nGet a conversation with the given ID.",
+                "parameters": [
+                    {
+                        "name": "conversation_id",
+                        "in": "path",
+                        "description": "The conversation identifier.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "The updated conversation object.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Conversation"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Conversations"
+                ],
+                "summary": "Update a conversation.",
+                "description": "Update a conversation.\nUpdate a conversation's metadata with the given ID.",
+                "parameters": [
+                    {
+                        "name": "conversation_id",
+                        "in": "path",
+                        "description": "The conversation identifier.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/UpdateConversationRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "The deleted conversation resource.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ConversationDeletedResource"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Conversations"
+                ],
+                "summary": "Delete a conversation.",
+                "description": "Delete a conversation.\nDelete a conversation with the given ID.",
+                "parameters": [
+                    {
+                        "name": "conversation_id",
+                        "in": "path",
+                        "description": "The conversation identifier.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/conversations/{conversation_id}/items": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "List of conversation items.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ConversationItemList"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Conversations"
+                ],
+                "summary": "List items.",
+                "description": "List items.\nList items in the conversation.",
+                "parameters": [
+                    {
+                        "name": "conversation_id",
+                        "in": "path",
+                        "description": "The conversation identifier.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "An item ID to list items after, used in pagination.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "include",
+                        "in": "query",
+                        "description": "Specify additional output data to include in the response.",
+                        "required": false,
+                        "schema": {
+                            "type": "array",
+                            "items": {
+                                "type": "string",
+                                "enum": [
+                                    "web_search_call.action.sources",
+                                    "code_interpreter_call.outputs",
+                                    "computer_call_output.output.image_url",
+                                    "file_search_call.results",
+                                    "message.input_image.image_url",
+                                    "message.output_text.logprobs",
+                                    "reasoning.encrypted_content"
+                                ],
+                                "title": "ConversationItemInclude",
+                                "description": "Specify additional output data to include in the model response."
+                            }
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "A limit on the number of objects to be returned (1-100, default 20).",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "The order to return items in (asc or desc, default desc).",
+                        "required": false,
+                        "schema": {
+                            "type": "string",
+                            "enum": [
+                                "asc",
+                                "desc"
+                            ]
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "List of created items.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ConversationItemList"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Conversations"
+                ],
+                "summary": "Create items.",
+                "description": "Create items.\nCreate items in the conversation.",
+                "parameters": [
+                    {
+                        "name": "conversation_id",
+                        "in": "path",
+                        "description": "The conversation identifier.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/AddItemsRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/conversations/{conversation_id}/items/{item_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "The conversation item.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ConversationItem"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Conversations"
+                ],
+                "summary": "Retrieve an item.",
+                "description": "Retrieve an item.\nRetrieve a conversation item.",
+                "parameters": [
+                    {
+                        "name": "conversation_id",
+                        "in": "path",
+                        "description": "The conversation identifier.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "item_id",
+                        "in": "path",
+                        "description": "The item identifier.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "The deleted item resource.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ConversationItemDeletedResource"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Conversations"
+                ],
+                "summary": "Delete an item.",
+                "description": "Delete an item.\nDelete a conversation item.",
+                "parameters": [
+                    {
+                        "name": "conversation_id",
+                        "in": "path",
+                        "description": "The conversation identifier.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "item_id",
+                        "in": "path",
+                        "description": "The item identifier.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/embeddings": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIEmbeddingsResponse containing the embeddings.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIEmbeddingsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inference"
+                ],
+                "summary": "Create embeddings.",
+                "description": "Create embeddings.\nGenerate OpenAI-compatible embeddings for the given input using the specified model.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenAIEmbeddingsRequestWithExtraBody"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/files": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "An ListOpenAIFileResponse containing the list of files.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListOpenAIFileResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Files"
+                ],
+                "summary": "List files.",
+                "description": "List files.\nReturns a list of files that belong to the user's organization.",
+                "parameters": [
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "A cursor for use in pagination. `after` is an object ID that defines your place in the list. For instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent call can include after=obj_foo in order to fetch the next page of the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "A limit on the number of objects to be returned. Limit can range between 1 and 10,000, and the default is 10,000.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.",
+                        "required": false,
+                        "schema": {
+                            "$ref": "#/components/schemas/Order"
+                        }
+                    },
+                    {
+                        "name": "purpose",
+                        "in": "query",
+                        "description": "Only return files with the given purpose.",
+                        "required": false,
+                        "schema": {
+                            "$ref": "#/components/schemas/OpenAIFilePurpose"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIFileObject representing the uploaded file.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIFileObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Files"
+                ],
+                "summary": "Upload file.",
+                "description": "Upload file.\nUpload a file that can be used across various endpoints.\n\nThe file upload should be a multipart form request with:\n- file: The File object (not file name) to be uploaded.\n- purpose: The intended purpose of the uploaded file.\n- expires_after: Optional form values describing expiration for the file.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "multipart/form-data": {
+                            "schema": {
+                                "type": "object",
+                                "properties": {
+                                    "file": {
+                                        "type": "string",
+                                        "format": "binary"
+                                    },
+                                    "purpose": {
+                                        "$ref": "#/components/schemas/OpenAIFilePurpose"
+                                    },
+                                    "expires_after": {
+                                        "$ref": "#/components/schemas/ExpiresAfter"
+                                    }
+                                },
+                                "required": [
+                                    "file",
+                                    "purpose"
+                                ]
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/files/{file_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIFileObject containing file information.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIFileObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Files"
+                ],
+                "summary": "Retrieve file.",
+                "description": "Retrieve file.\nReturns information about a specific file.",
+                "parameters": [
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to use for this request.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIFileDeleteResponse indicating successful deletion.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIFileDeleteResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Files"
+                ],
+                "summary": "Delete file.",
+                "description": "Delete file.",
+                "parameters": [
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to use for this request.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/files/{file_id}/content": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "The raw file content as a binary response.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Response"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Files"
+                ],
+                "summary": "Retrieve file content.",
+                "description": "Retrieve file content.\nReturns the contents of the specified file.",
+                "parameters": [
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to use for this request.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/health": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "Health information indicating if the service is operational.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/HealthInfo"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inspect"
+                ],
+                "summary": "Get health status.",
+                "description": "Get health status.\nGet the current health status of the service.",
+                "parameters": [],
+                "deprecated": false
+            }
+        },
+        "/v1/inspect/routes": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "Response containing information about all available routes.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListRoutesResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inspect"
+                ],
+                "summary": "List routes.",
+                "description": "List routes.\nList all available API routes with their methods and implementing providers.",
+                "parameters": [],
+                "deprecated": false
+            }
+        },
+        "/v1/models": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListModelsResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListModelsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Models"
+                ],
+                "summary": "List all models.",
+                "description": "List all models.",
+                "parameters": [],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A Model.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Model"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Models"
+                ],
+                "summary": "Register model.",
+                "description": "Register model.\nRegister a model.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/RegisterModelRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/models/{model_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A Model.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Model"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Models"
+                ],
+                "summary": "Get model.",
+                "description": "Get model.\nGet a model by its identifier.",
+                "parameters": [
+                    {
+                        "name": "model_id",
+                        "in": "path",
+                        "description": "The identifier of the model to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Models"
+                ],
+                "summary": "Unregister model.",
+                "description": "Unregister model.\nUnregister a model.",
+                "parameters": [
+                    {
+                        "name": "model_id",
+                        "in": "path",
+                        "description": "The identifier of the model to unregister.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/moderations": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A moderation object.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ModerationObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Safety"
+                ],
+                "summary": "Create moderation.",
+                "description": "Create moderation.\nClassifies if text and/or image inputs are potentially harmful.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/RunModerationRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/prompts": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListPromptsResponse containing all prompts.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListPromptsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Prompts"
+                ],
+                "summary": "List all prompts.",
+                "description": "List all prompts.",
+                "parameters": [],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "The created Prompt resource.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Prompt"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Prompts"
+                ],
+                "summary": "Create prompt.",
+                "description": "Create prompt.\nCreate a new prompt.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/CreatePromptRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/prompts/{prompt_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A Prompt resource.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Prompt"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Prompts"
+                ],
+                "summary": "Get prompt.",
+                "description": "Get prompt.\nGet a prompt by its identifier and optional version.",
+                "parameters": [
+                    {
+                        "name": "prompt_id",
+                        "in": "path",
+                        "description": "The identifier of the prompt to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "version",
+                        "in": "query",
+                        "description": "The version of the prompt to get (defaults to latest).",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "The updated Prompt resource with incremented version.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Prompt"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Prompts"
+                ],
+                "summary": "Update prompt.",
+                "description": "Update prompt.\nUpdate an existing prompt (increments version).",
+                "parameters": [
+                    {
+                        "name": "prompt_id",
+                        "in": "path",
+                        "description": "The identifier of the prompt to update.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/UpdatePromptRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Prompts"
+                ],
+                "summary": "Delete prompt.",
+                "description": "Delete prompt.\nDelete a prompt.",
+                "parameters": [
+                    {
+                        "name": "prompt_id",
+                        "in": "path",
+                        "description": "The identifier of the prompt to delete.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/prompts/{prompt_id}/set-default-version": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "The prompt with the specified version now set as default.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Prompt"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Prompts"
+                ],
+                "summary": "Set prompt version.",
+                "description": "Set prompt version.\nSet which version of a prompt should be the default in get_prompt (latest).",
+                "parameters": [
+                    {
+                        "name": "prompt_id",
+                        "in": "path",
+                        "description": "The identifier of the prompt.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/SetDefaultVersionRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/prompts/{prompt_id}/versions": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListPromptsResponse containing all versions of the prompt.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListPromptsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Prompts"
+                ],
+                "summary": "List prompt versions.",
+                "description": "List prompt versions.\nList all versions of a specific prompt.",
+                "parameters": [
+                    {
+                        "name": "prompt_id",
+                        "in": "path",
+                        "description": "The identifier of the prompt to list versions for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/providers": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListProvidersResponse containing information about all providers.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListProvidersResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Providers"
+                ],
+                "summary": "List providers.",
+                "description": "List providers.\nList all available providers.",
+                "parameters": [],
+                "deprecated": false
+            }
+        },
+        "/v1/providers/{provider_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ProviderInfo object containing the provider's details.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ProviderInfo"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Providers"
+                ],
+                "summary": "Get provider.",
+                "description": "Get provider.\nGet detailed information about a specific provider.",
+                "parameters": [
+                    {
+                        "name": "provider_id",
+                        "in": "path",
+                        "description": "The ID of the provider to inspect.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/responses": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListOpenAIResponseObject.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListOpenAIResponseObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "List all responses.",
+                "description": "List all responses.",
+                "parameters": [
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "The ID of the last response to return.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "The number of responses to return.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "model",
+                        "in": "query",
+                        "description": "The model to filter responses by.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "The order to sort responses by when sorted by created_at ('asc' or 'desc').",
+                        "required": false,
+                        "schema": {
+                            "$ref": "#/components/schemas/Order"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIResponseObject.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIResponseObject"
+                                }
+                            },
+                            "text/event-stream": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIResponseObjectStream"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Create a model response.",
+                "description": "Create a model response.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/CreateOpenaiResponseRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false,
+                "x-llama-stack-extra-body-params": [
+                    {
+                        "name": "guardrails",
+                        "schema": {
+                            "type": "array",
+                            "items": {
+                                "oneOf": [
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "$ref": "#/components/schemas/ResponseGuardrailSpec"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "List of guardrails to apply during response generation. Guardrails provide safety and content moderation.",
+                        "required": false
+                    }
+                ]
+            }
+        },
+        "/v1/responses/{response_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIResponseObject.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIResponseObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Get a model response.",
+                "description": "Get a model response.",
+                "parameters": [
+                    {
+                        "name": "response_id",
+                        "in": "path",
+                        "description": "The ID of the OpenAI response to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIDeleteResponseObject",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIDeleteResponseObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Delete a response.",
+                "description": "Delete a response.",
+                "parameters": [
+                    {
+                        "name": "response_id",
+                        "in": "path",
+                        "description": "The ID of the OpenAI response to delete.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/responses/{response_id}/input_items": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "An ListOpenAIResponseInputItem.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListOpenAIResponseInputItem"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "List input items.",
+                "description": "List input items.",
+                "parameters": [
+                    {
+                        "name": "response_id",
+                        "in": "path",
+                        "description": "The ID of the response to retrieve input items for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "An item ID to list items after, used for pagination.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "before",
+                        "in": "query",
+                        "description": "An item ID to list items before, used for pagination.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "include",
+                        "in": "query",
+                        "description": "Additional fields to include in the response.",
+                        "required": false,
+                        "schema": {
+                            "type": "array",
+                            "items": {
+                                "type": "string"
+                            }
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "The order to return the input items in. Default is desc.",
+                        "required": false,
+                        "schema": {
+                            "$ref": "#/components/schemas/Order"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/safety/run-shield": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A RunShieldResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/RunShieldResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Safety"
+                ],
+                "summary": "Run shield.",
+                "description": "Run shield.\nRun a shield.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/RunShieldRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/scoring-functions": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListScoringFunctionsResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListScoringFunctionsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ScoringFunctions"
+                ],
+                "summary": "List all scoring functions.",
+                "description": "List all scoring functions.",
+                "parameters": [],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ScoringFunctions"
+                ],
+                "summary": "Register a scoring function.",
+                "description": "Register a scoring function.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/RegisterScoringFunctionRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/scoring-functions/{scoring_fn_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ScoringFn.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ScoringFn"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ScoringFunctions"
+                ],
+                "summary": "Get a scoring function by its ID.",
+                "description": "Get a scoring function by its ID.",
+                "parameters": [
+                    {
+                        "name": "scoring_fn_id",
+                        "in": "path",
+                        "description": "The ID of the scoring function to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ScoringFunctions"
+                ],
+                "summary": "Unregister a scoring function.",
+                "description": "Unregister a scoring function.",
+                "parameters": [
+                    {
+                        "name": "scoring_fn_id",
+                        "in": "path",
+                        "description": "The ID of the scoring function to unregister.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/scoring/score": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A ScoreResponse object containing rows and aggregated results.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ScoreResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Scoring"
+                ],
+                "summary": "Score a list of rows.",
+                "description": "Score a list of rows.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/ScoreRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/scoring/score-batch": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A ScoreBatchResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ScoreBatchResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Scoring"
+                ],
+                "summary": "Score a batch of rows.",
+                "description": "Score a batch of rows.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/ScoreBatchRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/shields": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListShieldsResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListShieldsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Shields"
+                ],
+                "summary": "List all shields.",
+                "description": "List all shields.",
+                "parameters": [],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A Shield.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Shield"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Shields"
+                ],
+                "summary": "Register a shield.",
+                "description": "Register a shield.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/RegisterShieldRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/shields/{identifier}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A Shield.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Shield"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Shields"
+                ],
+                "summary": "Get a shield by its identifier.",
+                "description": "Get a shield by its identifier.",
+                "parameters": [
+                    {
+                        "name": "identifier",
+                        "in": "path",
+                        "description": "The identifier of the shield to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Shields"
+                ],
+                "summary": "Unregister a shield.",
+                "description": "Unregister a shield.",
+                "parameters": [
+                    {
+                        "name": "identifier",
+                        "in": "path",
+                        "description": "The identifier of the shield to unregister.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/synthetic-data-generation/generate": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "Response containing filtered synthetic data samples and optional statistics",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/SyntheticDataGenerationResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "SyntheticDataGeneration (Coming Soon)"
+                ],
+                "summary": "Generate synthetic data based on input dialogs and apply filtering.",
+                "description": "Generate synthetic data based on input dialogs and apply filtering.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/SyntheticDataGenerateRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/tool-runtime/invoke": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A ToolInvocationResult.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ToolInvocationResult"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ToolRuntime"
+                ],
+                "summary": "Run a tool with the given arguments.",
+                "description": "Run a tool with the given arguments.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/InvokeToolRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/tool-runtime/list-tools": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListToolDefsResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListToolDefsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ToolRuntime"
+                ],
+                "summary": "List all tools in the runtime.",
+                "description": "List all tools in the runtime.",
+                "parameters": [
+                    {
+                        "name": "tool_group_id",
+                        "in": "query",
+                        "description": "The ID of the tool group to list tools for.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "mcp_endpoint",
+                        "in": "query",
+                        "description": "The MCP endpoint to use for the tool group.",
+                        "required": false,
+                        "schema": {
+                            "$ref": "#/components/schemas/URL"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/tool-runtime/rag-tool/insert": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ToolRuntime"
+                ],
+                "summary": "Index documents so they can be used by the RAG system.",
+                "description": "Index documents so they can be used by the RAG system.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/InsertRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/tool-runtime/rag-tool/query": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "RAGQueryResult containing the retrieved content and metadata",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/RAGQueryResult"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ToolRuntime"
+                ],
+                "summary": "Query the RAG system for context; typically invoked by the agent.",
+                "description": "Query the RAG system for context; typically invoked by the agent.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/QueryRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/toolgroups": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListToolGroupsResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListToolGroupsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ToolGroups"
+                ],
+                "summary": "List tool groups with optional provider.",
+                "description": "List tool groups with optional provider.",
+                "parameters": [],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ToolGroups"
+                ],
+                "summary": "Register a tool group.",
+                "description": "Register a tool group.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/RegisterToolGroupRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/toolgroups/{toolgroup_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ToolGroup.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ToolGroup"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ToolGroups"
+                ],
+                "summary": "Get a tool group by its ID.",
+                "description": "Get a tool group by its ID.",
+                "parameters": [
+                    {
+                        "name": "toolgroup_id",
+                        "in": "path",
+                        "description": "The ID of the tool group to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ToolGroups"
+                ],
+                "summary": "Unregister a tool group.",
+                "description": "Unregister a tool group.",
+                "parameters": [
+                    {
+                        "name": "toolgroup_id",
+                        "in": "path",
+                        "description": "The ID of the tool group to unregister.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/tools": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListToolDefsResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListToolDefsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ToolGroups"
+                ],
+                "summary": "List tools with optional tool group.",
+                "description": "List tools with optional tool group.",
+                "parameters": [
+                    {
+                        "name": "toolgroup_id",
+                        "in": "query",
+                        "description": "The ID of the tool group to list tools for.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/tools/{tool_name}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ToolDef.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ToolDef"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ToolGroups"
+                ],
+                "summary": "Get a tool by its name.",
+                "description": "Get a tool by its name.",
+                "parameters": [
+                    {
+                        "name": "tool_name",
+                        "in": "path",
+                        "description": "The name of the tool to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/vector-io/insert": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Insert chunks into a vector database.",
+                "description": "Insert chunks into a vector database.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/InsertChunksRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/vector-io/query": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A QueryChunksResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/QueryChunksResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Query chunks from a vector database.",
+                "description": "Query chunks from a vector database.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/QueryChunksRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/vector_stores": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreListResponse containing the list of vector stores.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreListResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Returns a list of vector stores.",
+                "description": "Returns a list of vector stores.",
+                "parameters": [
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "A cursor for use in pagination. `after` is an object ID that defines your place in the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "before",
+                        "in": "query",
+                        "description": "A cursor for use in pagination. `before` is an object ID that defines your place in the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreObject representing the created vector store.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Creates a vector store.",
+                "description": "Creates a vector store.\nGenerate an OpenAI-compatible vector store with the given parameters.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenAICreateVectorStoreRequestWithExtraBody"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/vector_stores/{vector_store_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreObject representing the vector store.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Retrieves a vector store.",
+                "description": "Retrieves a vector store.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreObject representing the updated vector store.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Updates a vector store.",
+                "description": "Updates a vector store.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to update.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenaiUpdateVectorStoreRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreDeleteResponse indicating the deletion status.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreDeleteResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Delete a vector store.",
+                "description": "Delete a vector store.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to delete.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/vector_stores/{vector_store_id}/file_batches": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileBatchObject representing the created file batch.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileBatchObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Create a vector store file batch.",
+                "description": "Create a vector store file batch.\nGenerate an OpenAI-compatible vector store file batch for the given vector store.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to create the file batch for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenAICreateVectorStoreFileBatchRequestWithExtraBody"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/vector_stores/{vector_store_id}/file_batches/{batch_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileBatchObject representing the file batch.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileBatchObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Retrieve a vector store file batch.",
+                "description": "Retrieve a vector store file batch.",
+                "parameters": [
+                    {
+                        "name": "batch_id",
+                        "in": "path",
+                        "description": "The ID of the file batch to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file batch.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/vector_stores/{vector_store_id}/file_batches/{batch_id}/cancel": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileBatchObject representing the cancelled file batch.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileBatchObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Cancels a vector store file batch.",
+                "description": "Cancels a vector store file batch.",
+                "parameters": [
+                    {
+                        "name": "batch_id",
+                        "in": "path",
+                        "description": "The ID of the file batch to cancel.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file batch.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/vector_stores/{vector_store_id}/file_batches/{batch_id}/files": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFilesListInBatchResponse containing the list of files in the batch.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFilesListInBatchResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Returns a list of vector store files in a batch.",
+                "description": "Returns a list of vector store files in a batch.",
+                "parameters": [
+                    {
+                        "name": "batch_id",
+                        "in": "path",
+                        "description": "The ID of the file batch to list files from.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file batch.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "A cursor for use in pagination. `after` is an object ID that defines your place in the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "before",
+                        "in": "query",
+                        "description": "A cursor for use in pagination. `before` is an object ID that defines your place in the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "filter",
+                        "in": "query",
+                        "description": "Filter by file status. One of in_progress, completed, failed, cancelled.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/vector_stores/{vector_store_id}/files": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreListFilesResponse containing the list of files.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreListFilesResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "List files in a vector store.",
+                "description": "List files in a vector store.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to list files from.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "(Optional) A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "(Optional) Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "(Optional) A cursor for use in pagination. `after` is an object ID that defines your place in the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "before",
+                        "in": "query",
+                        "description": "(Optional) A cursor for use in pagination. `before` is an object ID that defines your place in the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "filter",
+                        "in": "query",
+                        "description": "(Optional) Filter by file status to only return files with the specified status.",
+                        "required": false,
+                        "schema": {
+                            "$ref": "#/components/schemas/VectorStoreFileStatus"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileObject representing the attached file.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Attach a file to a vector store.",
+                "description": "Attach a file to a vector store.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to attach the file to.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenaiAttachFileToVectorStoreRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/vector_stores/{vector_store_id}/files/{file_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileObject representing the file.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Retrieves a vector store file.",
+                "description": "Retrieves a vector store file.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileObject representing the updated file.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Updates a vector store file.",
+                "description": "Updates a vector store file.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file to update.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to update.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenaiUpdateVectorStoreFileRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileDeleteResponse indicating the deletion status.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileDeleteResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Delete a vector store file.",
+                "description": "Delete a vector store file.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file to delete.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to delete.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/vector_stores/{vector_store_id}/files/{file_id}/content": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A list of InterleavedContent representing the file contents.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileContentsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Retrieves the contents of a vector store file.",
+                "description": "Retrieves the contents of a vector store file.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/vector_stores/{vector_store_id}/search": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreSearchResponse containing the search results.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreSearchResponsePage"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Search for chunks in a vector store.",
+                "description": "Search for chunks in a vector store.\nSearches a vector store for relevant chunks based on a query and optional file attribute filters.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to search.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenaiSearchVectorStoreRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/version": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "Version information containing the service version number.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VersionInfo"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inspect"
+                ],
+                "summary": "Get version.",
+                "description": "Get version.\nGet the version of the service.",
+                "parameters": [],
+                "deprecated": false
+            }
+        }
+    },
+    "jsonSchemaDialect": "https://json-schema.org/draft/2020-12/schema",
+    "components": {
+        "schemas": {
+            "Error": {
+                "type": "object",
+                "properties": {
+                    "status": {
+                        "type": "integer",
+                        "description": "HTTP status code"
+                    },
+                    "title": {
+                        "type": "string",
+                        "description": "Error title, a short summary of the error which is invariant for an error type"
+                    },
+                    "detail": {
+                        "type": "string",
+                        "description": "Error detail, a longer human-readable description of the error"
+                    },
+                    "instance": {
+                        "type": "string",
+                        "description": "(Optional) A URL which can be used to retrieve more information about the specific occurrence of the error"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "status",
+                    "title",
+                    "detail"
+                ],
+                "title": "Error",
+                "description": "Error response from the API. Roughly follows RFC 7807."
+            },
+            "ListBatchesResponse": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "const": "list",
+                        "default": "list"
+                    },
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "properties": {
+                                "id": {
+                                    "type": "string"
+                                },
+                                "completion_window": {
+                                    "type": "string"
+                                },
+                                "created_at": {
+                                    "type": "integer"
+                                },
+                                "endpoint": {
+                                    "type": "string"
+                                },
+                                "input_file_id": {
+                                    "type": "string"
+                                },
+                                "object": {
+                                    "type": "string",
+                                    "const": "batch"
+                                },
+                                "status": {
+                                    "type": "string",
+                                    "enum": [
+                                        "validating",
+                                        "failed",
+                                        "in_progress",
+                                        "finalizing",
+                                        "completed",
+                                        "expired",
+                                        "cancelling",
+                                        "cancelled"
+                                    ]
+                                },
+                                "cancelled_at": {
+                                    "type": "integer"
+                                },
+                                "cancelling_at": {
+                                    "type": "integer"
+                                },
+                                "completed_at": {
+                                    "type": "integer"
+                                },
+                                "error_file_id": {
+                                    "type": "string"
+                                },
+                                "errors": {
+                                    "type": "object",
+                                    "properties": {
+                                        "data": {
+                                            "type": "array",
+                                            "items": {
+                                                "type": "object",
+                                                "properties": {
+                                                    "code": {
+                                                        "type": "string"
+                                                    },
+                                                    "line": {
+                                                        "type": "integer"
+                                                    },
+                                                    "message": {
+                                                        "type": "string"
+                                                    },
+                                                    "param": {
+                                                        "type": "string"
+                                                    }
+                                                },
+                                                "additionalProperties": false,
+                                                "title": "BatchError"
+                                            }
+                                        },
+                                        "object": {
+                                            "type": "string"
+                                        }
+                                    },
+                                    "additionalProperties": false,
+                                    "title": "Errors"
+                                },
+                                "expired_at": {
+                                    "type": "integer"
+                                },
+                                "expires_at": {
+                                    "type": "integer"
+                                },
+                                "failed_at": {
+                                    "type": "integer"
+                                },
+                                "finalizing_at": {
+                                    "type": "integer"
+                                },
+                                "in_progress_at": {
+                                    "type": "integer"
+                                },
+                                "metadata": {
+                                    "type": "object",
+                                    "additionalProperties": {
+                                        "type": "string"
+                                    }
+                                },
+                                "model": {
+                                    "type": "string"
+                                },
+                                "output_file_id": {
+                                    "type": "string"
+                                },
+                                "request_counts": {
+                                    "type": "object",
+                                    "properties": {
+                                        "completed": {
+                                            "type": "integer"
+                                        },
+                                        "failed": {
+                                            "type": "integer"
+                                        },
+                                        "total": {
+                                            "type": "integer"
+                                        }
+                                    },
+                                    "additionalProperties": false,
+                                    "required": [
+                                        "completed",
+                                        "failed",
+                                        "total"
+                                    ],
+                                    "title": "BatchRequestCounts"
+                                },
+                                "usage": {
+                                    "type": "object",
+                                    "properties": {
+                                        "input_tokens": {
+                                            "type": "integer"
+                                        },
+                                        "input_tokens_details": {
+                                            "type": "object",
+                                            "properties": {
+                                                "cached_tokens": {
+                                                    "type": "integer"
+                                                }
+                                            },
+                                            "additionalProperties": false,
+                                            "required": [
+                                                "cached_tokens"
+                                            ],
+                                            "title": "InputTokensDetails"
+                                        },
+                                        "output_tokens": {
+                                            "type": "integer"
+                                        },
+                                        "output_tokens_details": {
+                                            "type": "object",
+                                            "properties": {
+                                                "reasoning_tokens": {
+                                                    "type": "integer"
+                                                }
+                                            },
+                                            "additionalProperties": false,
+                                            "required": [
+                                                "reasoning_tokens"
+                                            ],
+                                            "title": "OutputTokensDetails"
+                                        },
+                                        "total_tokens": {
+                                            "type": "integer"
+                                        }
+                                    },
+                                    "additionalProperties": false,
+                                    "required": [
+                                        "input_tokens",
+                                        "input_tokens_details",
+                                        "output_tokens",
+                                        "output_tokens_details",
+                                        "total_tokens"
+                                    ],
+                                    "title": "BatchUsage"
+                                }
+                            },
+                            "additionalProperties": false,
+                            "required": [
+                                "id",
+                                "completion_window",
+                                "created_at",
+                                "endpoint",
+                                "input_file_id",
+                                "object",
+                                "status"
+                            ],
+                            "title": "Batch"
+                        }
+                    },
+                    "first_id": {
+                        "type": "string"
+                    },
+                    "last_id": {
+                        "type": "string"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "default": false
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "data",
+                    "has_more"
+                ],
+                "title": "ListBatchesResponse",
+                "description": "Response containing a list of batch objects."
+            },
+            "CreateBatchRequest": {
+                "type": "object",
+                "properties": {
+                    "input_file_id": {
+                        "type": "string",
+                        "description": "The ID of an uploaded file containing requests for the batch."
+                    },
+                    "endpoint": {
+                        "type": "string",
+                        "description": "The endpoint to be used for all requests in the batch."
+                    },
+                    "completion_window": {
+                        "type": "string",
+                        "const": "24h",
+                        "description": "The time window within which the batch should be processed."
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "string"
+                        },
+                        "description": "Optional metadata for the batch."
+                    },
+                    "idempotency_key": {
+                        "type": "string",
+                        "description": "Optional idempotency key. When provided, enables idempotent behavior."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "input_file_id",
+                    "endpoint",
+                    "completion_window"
+                ],
+                "title": "CreateBatchRequest"
+            },
+            "Batch": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string"
+                    },
+                    "completion_window": {
+                        "type": "string"
+                    },
+                    "created_at": {
+                        "type": "integer"
+                    },
+                    "endpoint": {
+                        "type": "string"
+                    },
+                    "input_file_id": {
+                        "type": "string"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "batch"
+                    },
+                    "status": {
+                        "type": "string",
+                        "enum": [
+                            "validating",
+                            "failed",
+                            "in_progress",
+                            "finalizing",
+                            "completed",
+                            "expired",
+                            "cancelling",
+                            "cancelled"
+                        ]
+                    },
+                    "cancelled_at": {
+                        "type": "integer"
+                    },
+                    "cancelling_at": {
+                        "type": "integer"
+                    },
+                    "completed_at": {
+                        "type": "integer"
+                    },
+                    "error_file_id": {
+                        "type": "string"
+                    },
+                    "errors": {
+                        "type": "object",
+                        "properties": {
+                            "data": {
+                                "type": "array",
+                                "items": {
+                                    "type": "object",
+                                    "properties": {
+                                        "code": {
+                                            "type": "string"
+                                        },
+                                        "line": {
+                                            "type": "integer"
+                                        },
+                                        "message": {
+                                            "type": "string"
+                                        },
+                                        "param": {
+                                            "type": "string"
+                                        }
+                                    },
+                                    "additionalProperties": false,
+                                    "title": "BatchError"
+                                }
+                            },
+                            "object": {
+                                "type": "string"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "title": "Errors"
+                    },
+                    "expired_at": {
+                        "type": "integer"
+                    },
+                    "expires_at": {
+                        "type": "integer"
+                    },
+                    "failed_at": {
+                        "type": "integer"
+                    },
+                    "finalizing_at": {
+                        "type": "integer"
+                    },
+                    "in_progress_at": {
+                        "type": "integer"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "string"
+                        }
+                    },
+                    "model": {
+                        "type": "string"
+                    },
+                    "output_file_id": {
+                        "type": "string"
+                    },
+                    "request_counts": {
+                        "type": "object",
+                        "properties": {
+                            "completed": {
+                                "type": "integer"
+                            },
+                            "failed": {
+                                "type": "integer"
+                            },
+                            "total": {
+                                "type": "integer"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "required": [
+                            "completed",
+                            "failed",
+                            "total"
+                        ],
+                        "title": "BatchRequestCounts"
+                    },
+                    "usage": {
+                        "type": "object",
+                        "properties": {
+                            "input_tokens": {
+                                "type": "integer"
+                            },
+                            "input_tokens_details": {
+                                "type": "object",
+                                "properties": {
+                                    "cached_tokens": {
+                                        "type": "integer"
+                                    }
+                                },
+                                "additionalProperties": false,
+                                "required": [
+                                    "cached_tokens"
+                                ],
+                                "title": "InputTokensDetails"
+                            },
+                            "output_tokens": {
+                                "type": "integer"
+                            },
+                            "output_tokens_details": {
+                                "type": "object",
+                                "properties": {
+                                    "reasoning_tokens": {
+                                        "type": "integer"
+                                    }
+                                },
+                                "additionalProperties": false,
+                                "required": [
+                                    "reasoning_tokens"
+                                ],
+                                "title": "OutputTokensDetails"
+                            },
+                            "total_tokens": {
+                                "type": "integer"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "required": [
+                            "input_tokens",
+                            "input_tokens_details",
+                            "output_tokens",
+                            "output_tokens_details",
+                            "total_tokens"
+                        ],
+                        "title": "BatchUsage"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "completion_window",
+                    "created_at",
+                    "endpoint",
+                    "input_file_id",
+                    "object",
+                    "status"
+                ],
+                "title": "Batch"
+            },
+            "Order": {
+                "type": "string",
+                "enum": [
+                    "asc",
+                    "desc"
+                ],
+                "title": "Order",
+                "description": "Sort order for paginated responses."
+            },
+            "ListOpenAIChatCompletionResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "properties": {
+                                "id": {
+                                    "type": "string",
+                                    "description": "The ID of the chat completion"
+                                },
+                                "choices": {
+                                    "type": "array",
+                                    "items": {
+                                        "$ref": "#/components/schemas/OpenAIChoice"
+                                    },
+                                    "description": "List of choices"
+                                },
+                                "object": {
+                                    "type": "string",
+                                    "const": "chat.completion",
+                                    "default": "chat.completion",
+                                    "description": "The object type, which will be \"chat.completion\""
+                                },
+                                "created": {
+                                    "type": "integer",
+                                    "description": "The Unix timestamp in seconds when the chat completion was created"
+                                },
+                                "model": {
+                                    "type": "string",
+                                    "description": "The model that was used to generate the chat completion"
+                                },
+                                "usage": {
+                                    "$ref": "#/components/schemas/OpenAIChatCompletionUsage",
+                                    "description": "Token usage information for the completion"
+                                },
+                                "input_messages": {
+                                    "type": "array",
+                                    "items": {
+                                        "$ref": "#/components/schemas/OpenAIMessageParam"
+                                    }
+                                }
+                            },
+                            "additionalProperties": false,
+                            "required": [
+                                "id",
+                                "choices",
+                                "object",
+                                "created",
+                                "model",
+                                "input_messages"
+                            ],
+                            "title": "OpenAICompletionWithInputMessages"
+                        },
+                        "description": "List of chat completion objects with their input messages"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "description": "Whether there are more completions available beyond this list"
+                    },
+                    "first_id": {
+                        "type": "string",
+                        "description": "ID of the first completion in this list"
+                    },
+                    "last_id": {
+                        "type": "string",
+                        "description": "ID of the last completion in this list"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "list",
+                        "default": "list",
+                        "description": "Must be \"list\" to identify this as a list response"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data",
+                    "has_more",
+                    "first_id",
+                    "last_id",
+                    "object"
+                ],
+                "title": "ListOpenAIChatCompletionResponse",
+                "description": "Response from listing OpenAI-compatible chat completions."
+            },
+            "OpenAIAssistantMessageParam": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "assistant",
+                        "default": "assistant",
+                        "description": "Must be \"assistant\" to identify this as the model's response"
+                    },
+                    "content": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIChatCompletionContentPartTextParam"
+                                }
+                            }
+                        ],
+                        "description": "The content of the model's response"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) The name of the assistant message participant."
+                    },
+                    "tool_calls": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIChatCompletionToolCall"
+                        },
+                        "description": "List of tool calls. Each tool call is an OpenAIChatCompletionToolCall object."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role"
+                ],
+                "title": "OpenAIAssistantMessageParam",
+                "description": "A message containing the model's (assistant) response in an OpenAI-compatible chat completion request."
+            },
+            "OpenAIChatCompletionContentPartImageParam": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "image_url",
+                        "default": "image_url",
+                        "description": "Must be \"image_url\" to identify this as image content"
+                    },
+                    "image_url": {
+                        "$ref": "#/components/schemas/OpenAIImageURL",
+                        "description": "Image URL specification and processing details"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "image_url"
+                ],
+                "title": "OpenAIChatCompletionContentPartImageParam",
+                "description": "Image content part for OpenAI-compatible chat completion messages."
+            },
+            "OpenAIChatCompletionContentPartParam": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIChatCompletionContentPartTextParam"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIChatCompletionContentPartImageParam"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIFile"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "text": "#/components/schemas/OpenAIChatCompletionContentPartTextParam",
+                        "image_url": "#/components/schemas/OpenAIChatCompletionContentPartImageParam",
+                        "file": "#/components/schemas/OpenAIFile"
+                    }
+                }
+            },
+            "OpenAIChatCompletionContentPartTextParam": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "text",
+                        "default": "text",
+                        "description": "Must be \"text\" to identify this as text content"
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "The text content of the message"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "text"
+                ],
+                "title": "OpenAIChatCompletionContentPartTextParam",
+                "description": "Text content part for OpenAI-compatible chat completion messages."
+            },
+            "OpenAIChatCompletionToolCall": {
+                "type": "object",
+                "properties": {
+                    "index": {
+                        "type": "integer",
+                        "description": "(Optional) Index of the tool call in the list"
+                    },
+                    "id": {
+                        "type": "string",
+                        "description": "(Optional) Unique identifier for the tool call"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "function",
+                        "default": "function",
+                        "description": "Must be \"function\" to identify this as a function call"
+                    },
+                    "function": {
+                        "$ref": "#/components/schemas/OpenAIChatCompletionToolCallFunction",
+                        "description": "(Optional) Function call details"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIChatCompletionToolCall",
+                "description": "Tool call specification for OpenAI-compatible chat completion responses."
+            },
+            "OpenAIChatCompletionToolCallFunction": {
+                "type": "object",
+                "properties": {
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) Name of the function to call"
+                    },
+                    "arguments": {
+                        "type": "string",
+                        "description": "(Optional) Arguments to pass to the function as a JSON string"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenAIChatCompletionToolCallFunction",
+                "description": "Function call details for OpenAI-compatible tool calls."
+            },
+            "OpenAIChatCompletionUsage": {
+                "type": "object",
+                "properties": {
+                    "prompt_tokens": {
+                        "type": "integer",
+                        "description": "Number of tokens in the prompt"
+                    },
+                    "completion_tokens": {
+                        "type": "integer",
+                        "description": "Number of tokens in the completion"
+                    },
+                    "total_tokens": {
+                        "type": "integer",
+                        "description": "Total tokens used (prompt + completion)"
+                    },
+                    "prompt_tokens_details": {
+                        "type": "object",
+                        "properties": {
+                            "cached_tokens": {
+                                "type": "integer",
+                                "description": "Number of tokens retrieved from cache"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "title": "OpenAIChatCompletionUsagePromptTokensDetails",
+                        "description": "Token details for prompt tokens in OpenAI chat completion usage."
+                    },
+                    "completion_tokens_details": {
+                        "type": "object",
+                        "properties": {
+                            "reasoning_tokens": {
+                                "type": "integer",
+                                "description": "Number of tokens used for reasoning (o1/o3 models)"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "title": "OpenAIChatCompletionUsageCompletionTokensDetails",
+                        "description": "Token details for output tokens in OpenAI chat completion usage."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "prompt_tokens",
+                    "completion_tokens",
+                    "total_tokens"
+                ],
+                "title": "OpenAIChatCompletionUsage",
+                "description": "Usage information for OpenAI chat completion."
+            },
+            "OpenAIChoice": {
+                "type": "object",
+                "properties": {
+                    "message": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIUserMessageParam"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAISystemMessageParam"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIAssistantMessageParam"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIToolMessageParam"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIDeveloperMessageParam"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "role",
+                            "mapping": {
+                                "user": "#/components/schemas/OpenAIUserMessageParam",
+                                "system": "#/components/schemas/OpenAISystemMessageParam",
+                                "assistant": "#/components/schemas/OpenAIAssistantMessageParam",
+                                "tool": "#/components/schemas/OpenAIToolMessageParam",
+                                "developer": "#/components/schemas/OpenAIDeveloperMessageParam"
+                            }
+                        },
+                        "description": "The message from the model"
+                    },
+                    "finish_reason": {
+                        "type": "string",
+                        "description": "The reason the model stopped generating"
+                    },
+                    "index": {
+                        "type": "integer",
+                        "description": "The index of the choice"
+                    },
+                    "logprobs": {
+                        "$ref": "#/components/schemas/OpenAIChoiceLogprobs",
+                        "description": "(Optional) The log probabilities for the tokens in the message"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "message",
+                    "finish_reason",
+                    "index"
+                ],
+                "title": "OpenAIChoice",
+                "description": "A choice from an OpenAI-compatible chat completion response."
+            },
+            "OpenAIChoiceLogprobs": {
+                "type": "object",
+                "properties": {
+                    "content": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAITokenLogProb"
+                        },
+                        "description": "(Optional) The log probabilities for the tokens in the message"
+                    },
+                    "refusal": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAITokenLogProb"
+                        },
+                        "description": "(Optional) The log probabilities for the tokens in the message"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenAIChoiceLogprobs",
+                "description": "The log probabilities for the tokens in the message from an OpenAI-compatible chat completion response."
+            },
+            "OpenAIDeveloperMessageParam": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "developer",
+                        "default": "developer",
+                        "description": "Must be \"developer\" to identify this as a developer message"
+                    },
+                    "content": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIChatCompletionContentPartTextParam"
+                                }
+                            }
+                        ],
+                        "description": "The content of the developer message"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) The name of the developer message participant."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "content"
+                ],
+                "title": "OpenAIDeveloperMessageParam",
+                "description": "A message from the developer in an OpenAI-compatible chat completion request."
+            },
+            "OpenAIFile": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "file",
+                        "default": "file"
+                    },
+                    "file": {
+                        "$ref": "#/components/schemas/OpenAIFileFile"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "file"
+                ],
+                "title": "OpenAIFile"
+            },
+            "OpenAIFileFile": {
+                "type": "object",
+                "properties": {
+                    "file_data": {
+                        "type": "string"
+                    },
+                    "file_id": {
+                        "type": "string"
+                    },
+                    "filename": {
+                        "type": "string"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenAIFileFile"
+            },
+            "OpenAIImageURL": {
+                "type": "object",
+                "properties": {
+                    "url": {
+                        "type": "string",
+                        "description": "URL of the image to include in the message"
+                    },
+                    "detail": {
+                        "type": "string",
+                        "description": "(Optional) Level of detail for image processing. Can be \"low\", \"high\", or \"auto\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "url"
+                ],
+                "title": "OpenAIImageURL",
+                "description": "Image URL specification for OpenAI-compatible chat completion messages."
+            },
+            "OpenAIMessageParam": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIUserMessageParam"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAISystemMessageParam"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIAssistantMessageParam"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIToolMessageParam"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIDeveloperMessageParam"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "role",
+                    "mapping": {
+                        "user": "#/components/schemas/OpenAIUserMessageParam",
+                        "system": "#/components/schemas/OpenAISystemMessageParam",
+                        "assistant": "#/components/schemas/OpenAIAssistantMessageParam",
+                        "tool": "#/components/schemas/OpenAIToolMessageParam",
+                        "developer": "#/components/schemas/OpenAIDeveloperMessageParam"
+                    }
+                }
+            },
+            "OpenAISystemMessageParam": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "system",
+                        "default": "system",
+                        "description": "Must be \"system\" to identify this as a system message"
+                    },
+                    "content": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIChatCompletionContentPartTextParam"
+                                }
+                            }
+                        ],
+                        "description": "The content of the \"system prompt\". If multiple system messages are provided, they are concatenated. The underlying Llama Stack code may also add other system messages (for example, for formatting tool definitions)."
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) The name of the system message participant."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "content"
+                ],
+                "title": "OpenAISystemMessageParam",
+                "description": "A system message providing instructions or context to the model."
+            },
+            "OpenAITokenLogProb": {
+                "type": "object",
+                "properties": {
+                    "token": {
+                        "type": "string"
+                    },
+                    "bytes": {
+                        "type": "array",
+                        "items": {
+                            "type": "integer"
+                        }
+                    },
+                    "logprob": {
+                        "type": "number"
+                    },
+                    "top_logprobs": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAITopLogProb"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "token",
+                    "logprob",
+                    "top_logprobs"
+                ],
+                "title": "OpenAITokenLogProb",
+                "description": "The log probability for a token from an OpenAI-compatible chat completion response."
+            },
+            "OpenAIToolMessageParam": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "tool",
+                        "default": "tool",
+                        "description": "Must be \"tool\" to identify this as a tool response"
+                    },
+                    "tool_call_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the tool call this response is for"
+                    },
+                    "content": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIChatCompletionContentPartTextParam"
+                                }
+                            }
+                        ],
+                        "description": "The response content from the tool"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "tool_call_id",
+                    "content"
+                ],
+                "title": "OpenAIToolMessageParam",
+                "description": "A message representing the result of a tool invocation in an OpenAI-compatible chat completion request."
+            },
+            "OpenAITopLogProb": {
+                "type": "object",
+                "properties": {
+                    "token": {
+                        "type": "string"
+                    },
+                    "bytes": {
+                        "type": "array",
+                        "items": {
+                            "type": "integer"
+                        }
+                    },
+                    "logprob": {
+                        "type": "number"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "token",
+                    "logprob"
+                ],
+                "title": "OpenAITopLogProb",
+                "description": "The top log probability for a token from an OpenAI-compatible chat completion response."
+            },
+            "OpenAIUserMessageParam": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "user",
+                        "default": "user",
+                        "description": "Must be \"user\" to identify this as a user message"
+                    },
+                    "content": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIChatCompletionContentPartParam"
+                                }
+                            }
+                        ],
+                        "description": "The content of the message, which can include text and other media"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) The name of the user message participant."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "content"
+                ],
+                "title": "OpenAIUserMessageParam",
+                "description": "A message from the user in an OpenAI-compatible chat completion request."
+            },
+            "OpenAIJSONSchema": {
+                "type": "object",
+                "properties": {
+                    "name": {
+                        "type": "string",
+                        "description": "Name of the schema"
+                    },
+                    "description": {
+                        "type": "string",
+                        "description": "(Optional) Description of the schema"
+                    },
+                    "strict": {
+                        "type": "boolean",
+                        "description": "(Optional) Whether to enforce strict adherence to the schema"
+                    },
+                    "schema": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) The JSON schema definition"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "name"
+                ],
+                "title": "OpenAIJSONSchema",
+                "description": "JSON schema specification for OpenAI-compatible structured response format."
+            },
+            "OpenAIResponseFormatJSONObject": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "json_object",
+                        "default": "json_object",
+                        "description": "Must be \"json_object\" to indicate generic JSON object response format"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIResponseFormatJSONObject",
+                "description": "JSON object response format for OpenAI-compatible chat completion requests."
+            },
+            "OpenAIResponseFormatJSONSchema": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "json_schema",
+                        "default": "json_schema",
+                        "description": "Must be \"json_schema\" to indicate structured JSON response format"
+                    },
+                    "json_schema": {
+                        "$ref": "#/components/schemas/OpenAIJSONSchema",
+                        "description": "The JSON schema specification for the response"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "json_schema"
+                ],
+                "title": "OpenAIResponseFormatJSONSchema",
+                "description": "JSON schema response format for OpenAI-compatible chat completion requests."
+            },
+            "OpenAIResponseFormatParam": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseFormatText"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseFormatJSONSchema"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseFormatJSONObject"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "text": "#/components/schemas/OpenAIResponseFormatText",
+                        "json_schema": "#/components/schemas/OpenAIResponseFormatJSONSchema",
+                        "json_object": "#/components/schemas/OpenAIResponseFormatJSONObject"
+                    }
+                }
+            },
+            "OpenAIResponseFormatText": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "text",
+                        "default": "text",
+                        "description": "Must be \"text\" to indicate plain text response format"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIResponseFormatText",
+                "description": "Text response format for OpenAI-compatible chat completion requests."
+            },
+            "OpenAIChatCompletionRequestWithExtraBody": {
+                "type": "object",
+                "properties": {
+                    "model": {
+                        "type": "string",
+                        "description": "The identifier of the model to use. The model must be registered with Llama Stack and available via the /models endpoint."
+                    },
+                    "messages": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIMessageParam"
+                        },
+                        "description": "List of messages in the conversation."
+                    },
+                    "frequency_penalty": {
+                        "type": "number",
+                        "description": "(Optional) The penalty for repeated tokens."
+                    },
+                    "function_call": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "object",
+                                "additionalProperties": {
+                                    "oneOf": [
+                                        {
+                                            "type": "null"
+                                        },
+                                        {
+                                            "type": "boolean"
+                                        },
+                                        {
+                                            "type": "number"
+                                        },
+                                        {
+                                            "type": "string"
+                                        },
+                                        {
+                                            "type": "array"
+                                        },
+                                        {
+                                            "type": "object"
+                                        }
+                                    ]
+                                }
+                            }
+                        ],
+                        "description": "(Optional) The function call to use."
+                    },
+                    "functions": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "(Optional) List of functions to use."
+                    },
+                    "logit_bias": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "number"
+                        },
+                        "description": "(Optional) The logit bias to use."
+                    },
+                    "logprobs": {
+                        "type": "boolean",
+                        "description": "(Optional) The log probabilities to use."
+                    },
+                    "max_completion_tokens": {
+                        "type": "integer",
+                        "description": "(Optional) The maximum number of tokens to generate."
+                    },
+                    "max_tokens": {
+                        "type": "integer",
+                        "description": "(Optional) The maximum number of tokens to generate."
+                    },
+                    "n": {
+                        "type": "integer",
+                        "description": "(Optional) The number of completions to generate."
+                    },
+                    "parallel_tool_calls": {
+                        "type": "boolean",
+                        "description": "(Optional) Whether to parallelize tool calls."
+                    },
+                    "presence_penalty": {
+                        "type": "number",
+                        "description": "(Optional) The penalty for repeated tokens."
+                    },
+                    "response_format": {
+                        "$ref": "#/components/schemas/OpenAIResponseFormatParam",
+                        "description": "(Optional) The response format to use."
+                    },
+                    "seed": {
+                        "type": "integer",
+                        "description": "(Optional) The seed to use."
+                    },
+                    "stop": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            }
+                        ],
+                        "description": "(Optional) The stop tokens to use."
+                    },
+                    "stream": {
+                        "type": "boolean",
+                        "description": "(Optional) Whether to stream the response."
+                    },
+                    "stream_options": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) The stream options to use."
+                    },
+                    "temperature": {
+                        "type": "number",
+                        "description": "(Optional) The temperature to use."
+                    },
+                    "tool_choice": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "object",
+                                "additionalProperties": {
+                                    "oneOf": [
+                                        {
+                                            "type": "null"
+                                        },
+                                        {
+                                            "type": "boolean"
+                                        },
+                                        {
+                                            "type": "number"
+                                        },
+                                        {
+                                            "type": "string"
+                                        },
+                                        {
+                                            "type": "array"
+                                        },
+                                        {
+                                            "type": "object"
+                                        }
+                                    ]
+                                }
+                            }
+                        ],
+                        "description": "(Optional) The tool choice to use."
+                    },
+                    "tools": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "(Optional) The tools to use."
+                    },
+                    "top_logprobs": {
+                        "type": "integer",
+                        "description": "(Optional) The top log probabilities to use."
+                    },
+                    "top_p": {
+                        "type": "number",
+                        "description": "(Optional) The top p to use."
+                    },
+                    "user": {
+                        "type": "string",
+                        "description": "(Optional) The user to use."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "model",
+                    "messages"
+                ],
+                "title": "OpenAIChatCompletionRequestWithExtraBody",
+                "description": "Request parameters for OpenAI-compatible chat completion endpoint."
+            },
+            "OpenAIChatCompletion": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "The ID of the chat completion"
+                    },
+                    "choices": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIChoice"
+                        },
+                        "description": "List of choices"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "chat.completion",
+                        "default": "chat.completion",
+                        "description": "The object type, which will be \"chat.completion\""
+                    },
+                    "created": {
+                        "type": "integer",
+                        "description": "The Unix timestamp in seconds when the chat completion was created"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model that was used to generate the chat completion"
+                    },
+                    "usage": {
+                        "$ref": "#/components/schemas/OpenAIChatCompletionUsage",
+                        "description": "Token usage information for the completion"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "choices",
+                    "object",
+                    "created",
+                    "model"
+                ],
+                "title": "OpenAIChatCompletion",
+                "description": "Response from an OpenAI-compatible chat completion request."
+            },
+            "OpenAIChatCompletionChunk": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "The ID of the chat completion"
+                    },
+                    "choices": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIChunkChoice"
+                        },
+                        "description": "List of choices"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "chat.completion.chunk",
+                        "default": "chat.completion.chunk",
+                        "description": "The object type, which will be \"chat.completion.chunk\""
+                    },
+                    "created": {
+                        "type": "integer",
+                        "description": "The Unix timestamp in seconds when the chat completion was created"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model that was used to generate the chat completion"
+                    },
+                    "usage": {
+                        "$ref": "#/components/schemas/OpenAIChatCompletionUsage",
+                        "description": "Token usage information (typically included in final chunk with stream_options)"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "choices",
+                    "object",
+                    "created",
+                    "model"
+                ],
+                "title": "OpenAIChatCompletionChunk",
+                "description": "Chunk from a streaming response to an OpenAI-compatible chat completion request."
+            },
+            "OpenAIChoiceDelta": {
+                "type": "object",
+                "properties": {
+                    "content": {
+                        "type": "string",
+                        "description": "(Optional) The content of the delta"
+                    },
+                    "refusal": {
+                        "type": "string",
+                        "description": "(Optional) The refusal of the delta"
+                    },
+                    "role": {
+                        "type": "string",
+                        "description": "(Optional) The role of the delta"
+                    },
+                    "tool_calls": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIChatCompletionToolCall"
+                        },
+                        "description": "(Optional) The tool calls of the delta"
+                    },
+                    "reasoning_content": {
+                        "type": "string",
+                        "description": "(Optional) The reasoning content from the model (non-standard, for o1/o3 models)"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenAIChoiceDelta",
+                "description": "A delta from an OpenAI-compatible chat completion streaming response."
+            },
+            "OpenAIChunkChoice": {
+                "type": "object",
+                "properties": {
+                    "delta": {
+                        "$ref": "#/components/schemas/OpenAIChoiceDelta",
+                        "description": "The delta from the chunk"
+                    },
+                    "finish_reason": {
+                        "type": "string",
+                        "description": "The reason the model stopped generating"
+                    },
+                    "index": {
+                        "type": "integer",
+                        "description": "The index of the choice"
+                    },
+                    "logprobs": {
+                        "$ref": "#/components/schemas/OpenAIChoiceLogprobs",
+                        "description": "(Optional) The log probabilities for the tokens in the message"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "delta",
+                    "finish_reason",
+                    "index"
+                ],
+                "title": "OpenAIChunkChoice",
+                "description": "A chunk choice from an OpenAI-compatible chat completion streaming response."
+            },
+            "OpenAICompletionWithInputMessages": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "The ID of the chat completion"
+                    },
+                    "choices": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIChoice"
+                        },
+                        "description": "List of choices"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "chat.completion",
+                        "default": "chat.completion",
+                        "description": "The object type, which will be \"chat.completion\""
+                    },
+                    "created": {
+                        "type": "integer",
+                        "description": "The Unix timestamp in seconds when the chat completion was created"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model that was used to generate the chat completion"
+                    },
+                    "usage": {
+                        "$ref": "#/components/schemas/OpenAIChatCompletionUsage",
+                        "description": "Token usage information for the completion"
+                    },
+                    "input_messages": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIMessageParam"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "choices",
+                    "object",
+                    "created",
+                    "model",
+                    "input_messages"
+                ],
+                "title": "OpenAICompletionWithInputMessages"
+            },
+            "OpenAICompletionRequestWithExtraBody": {
+                "type": "object",
+                "properties": {
+                    "model": {
+                        "type": "string",
+                        "description": "The identifier of the model to use. The model must be registered with Llama Stack and available via the /models endpoint."
+                    },
+                    "prompt": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "integer"
+                                }
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "array",
+                                    "items": {
+                                        "type": "integer"
+                                    }
+                                }
+                            }
+                        ],
+                        "description": "The prompt to generate a completion for."
+                    },
+                    "best_of": {
+                        "type": "integer",
+                        "description": "(Optional) The number of completions to generate."
+                    },
+                    "echo": {
+                        "type": "boolean",
+                        "description": "(Optional) Whether to echo the prompt."
+                    },
+                    "frequency_penalty": {
+                        "type": "number",
+                        "description": "(Optional) The penalty for repeated tokens."
+                    },
+                    "logit_bias": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "number"
+                        },
+                        "description": "(Optional) The logit bias to use."
+                    },
+                    "logprobs": {
+                        "type": "boolean",
+                        "description": "(Optional) The log probabilities to use."
+                    },
+                    "max_tokens": {
+                        "type": "integer",
+                        "description": "(Optional) The maximum number of tokens to generate."
+                    },
+                    "n": {
+                        "type": "integer",
+                        "description": "(Optional) The number of completions to generate."
+                    },
+                    "presence_penalty": {
+                        "type": "number",
+                        "description": "(Optional) The penalty for repeated tokens."
+                    },
+                    "seed": {
+                        "type": "integer",
+                        "description": "(Optional) The seed to use."
+                    },
+                    "stop": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            }
+                        ],
+                        "description": "(Optional) The stop tokens to use."
+                    },
+                    "stream": {
+                        "type": "boolean",
+                        "description": "(Optional) Whether to stream the response."
+                    },
+                    "stream_options": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) The stream options to use."
+                    },
+                    "temperature": {
+                        "type": "number",
+                        "description": "(Optional) The temperature to use."
+                    },
+                    "top_p": {
+                        "type": "number",
+                        "description": "(Optional) The top p to use."
+                    },
+                    "user": {
+                        "type": "string",
+                        "description": "(Optional) The user to use."
+                    },
+                    "suffix": {
+                        "type": "string",
+                        "description": "(Optional) The suffix that should be appended to the completion."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "model",
+                    "prompt"
+                ],
+                "title": "OpenAICompletionRequestWithExtraBody",
+                "description": "Request parameters for OpenAI-compatible completion endpoint."
+            },
+            "OpenAICompletion": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string"
+                    },
+                    "choices": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAICompletionChoice"
+                        }
+                    },
+                    "created": {
+                        "type": "integer"
+                    },
+                    "model": {
+                        "type": "string"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "text_completion",
+                        "default": "text_completion"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "choices",
+                    "created",
+                    "model",
+                    "object"
+                ],
+                "title": "OpenAICompletion",
+                "description": "Response from an OpenAI-compatible completion request."
+            },
+            "OpenAICompletionChoice": {
+                "type": "object",
+                "properties": {
+                    "finish_reason": {
+                        "type": "string"
+                    },
+                    "text": {
+                        "type": "string"
+                    },
+                    "index": {
+                        "type": "integer"
+                    },
+                    "logprobs": {
+                        "$ref": "#/components/schemas/OpenAIChoiceLogprobs"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "finish_reason",
+                    "text",
+                    "index"
+                ],
+                "title": "OpenAICompletionChoice",
+                "description": "A choice from an OpenAI-compatible completion response."
+            },
+            "ConversationItem": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseMessage"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputFunctionToolCallOutput"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseMCPApprovalResponse"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPCall"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "message": "#/components/schemas/OpenAIResponseMessage",
+                        "web_search_call": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall",
+                        "file_search_call": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall",
+                        "function_call": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall",
+                        "function_call_output": "#/components/schemas/OpenAIResponseInputFunctionToolCallOutput",
+                        "mcp_approval_request": "#/components/schemas/OpenAIResponseMCPApprovalRequest",
+                        "mcp_approval_response": "#/components/schemas/OpenAIResponseMCPApprovalResponse",
+                        "mcp_call": "#/components/schemas/OpenAIResponseOutputMessageMCPCall",
+                        "mcp_list_tools": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools"
+                    }
+                }
+            },
+            "OpenAIResponseAnnotationCitation": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "url_citation",
+                        "default": "url_citation",
+                        "description": "Annotation type identifier, always \"url_citation\""
+                    },
+                    "end_index": {
+                        "type": "integer",
+                        "description": "End position of the citation span in the content"
+                    },
+                    "start_index": {
+                        "type": "integer",
+                        "description": "Start position of the citation span in the content"
+                    },
+                    "title": {
+                        "type": "string",
+                        "description": "Title of the referenced web resource"
+                    },
+                    "url": {
+                        "type": "string",
+                        "description": "URL of the referenced web resource"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "end_index",
+                    "start_index",
+                    "title",
+                    "url"
+                ],
+                "title": "OpenAIResponseAnnotationCitation",
+                "description": "URL citation annotation for referencing external web resources."
+            },
+            "OpenAIResponseAnnotationContainerFileCitation": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "container_file_citation",
+                        "default": "container_file_citation"
+                    },
+                    "container_id": {
+                        "type": "string"
+                    },
+                    "end_index": {
+                        "type": "integer"
+                    },
+                    "file_id": {
+                        "type": "string"
+                    },
+                    "filename": {
+                        "type": "string"
+                    },
+                    "start_index": {
+                        "type": "integer"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "container_id",
+                    "end_index",
+                    "file_id",
+                    "filename",
+                    "start_index"
+                ],
+                "title": "OpenAIResponseAnnotationContainerFileCitation"
+            },
+            "OpenAIResponseAnnotationFileCitation": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "file_citation",
+                        "default": "file_citation",
+                        "description": "Annotation type identifier, always \"file_citation\""
+                    },
+                    "file_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the referenced file"
+                    },
+                    "filename": {
+                        "type": "string",
+                        "description": "Name of the referenced file"
+                    },
+                    "index": {
+                        "type": "integer",
+                        "description": "Position index of the citation within the content"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "file_id",
+                    "filename",
+                    "index"
+                ],
+                "title": "OpenAIResponseAnnotationFileCitation",
+                "description": "File citation annotation for referencing specific files in response content."
+            },
+            "OpenAIResponseAnnotationFilePath": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "file_path",
+                        "default": "file_path"
+                    },
+                    "file_id": {
+                        "type": "string"
+                    },
+                    "index": {
+                        "type": "integer"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "file_id",
+                    "index"
+                ],
+                "title": "OpenAIResponseAnnotationFilePath"
+            },
+            "OpenAIResponseAnnotations": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseAnnotationFileCitation"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseAnnotationCitation"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseAnnotationContainerFileCitation"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseAnnotationFilePath"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "file_citation": "#/components/schemas/OpenAIResponseAnnotationFileCitation",
+                        "url_citation": "#/components/schemas/OpenAIResponseAnnotationCitation",
+                        "container_file_citation": "#/components/schemas/OpenAIResponseAnnotationContainerFileCitation",
+                        "file_path": "#/components/schemas/OpenAIResponseAnnotationFilePath"
+                    }
+                }
+            },
+            "OpenAIResponseContentPartRefusal": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "refusal",
+                        "default": "refusal",
+                        "description": "Content part type identifier, always \"refusal\""
+                    },
+                    "refusal": {
+                        "type": "string",
+                        "description": "Refusal text supplied by the model"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "refusal"
+                ],
+                "title": "OpenAIResponseContentPartRefusal",
+                "description": "Refusal content within a streamed response part."
+            },
+            "OpenAIResponseInputFunctionToolCallOutput": {
+                "type": "object",
+                "properties": {
+                    "call_id": {
+                        "type": "string"
+                    },
+                    "output": {
+                        "type": "string"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "function_call_output",
+                        "default": "function_call_output"
+                    },
+                    "id": {
+                        "type": "string"
+                    },
+                    "status": {
+                        "type": "string"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "call_id",
+                    "output",
+                    "type"
+                ],
+                "title": "OpenAIResponseInputFunctionToolCallOutput",
+                "description": "This represents the output of a function call that gets passed back to the model."
+            },
+            "OpenAIResponseInputMessageContent": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputMessageContentText"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputMessageContentImage"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputMessageContentFile"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "input_text": "#/components/schemas/OpenAIResponseInputMessageContentText",
+                        "input_image": "#/components/schemas/OpenAIResponseInputMessageContentImage",
+                        "input_file": "#/components/schemas/OpenAIResponseInputMessageContentFile"
+                    }
+                }
+            },
+            "OpenAIResponseInputMessageContentFile": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "input_file",
+                        "default": "input_file",
+                        "description": "The type of the input item. Always `input_file`."
+                    },
+                    "file_data": {
+                        "type": "string",
+                        "description": "The data of the file to be sent to the model."
+                    },
+                    "file_id": {
+                        "type": "string",
+                        "description": "(Optional) The ID of the file to be sent to the model."
+                    },
+                    "file_url": {
+                        "type": "string",
+                        "description": "The URL of the file to be sent to the model."
+                    },
+                    "filename": {
+                        "type": "string",
+                        "description": "The name of the file to be sent to the model."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIResponseInputMessageContentFile",
+                "description": "File content for input messages in OpenAI response format."
+            },
+            "OpenAIResponseInputMessageContentImage": {
+                "type": "object",
+                "properties": {
+                    "detail": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "const": "low"
+                            },
+                            {
+                                "type": "string",
+                                "const": "high"
+                            },
+                            {
+                                "type": "string",
+                                "const": "auto"
+                            }
+                        ],
+                        "default": "auto",
+                        "description": "Level of detail for image processing, can be \"low\", \"high\", or \"auto\""
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "input_image",
+                        "default": "input_image",
+                        "description": "Content type identifier, always \"input_image\""
+                    },
+                    "file_id": {
+                        "type": "string",
+                        "description": "(Optional) The ID of the file to be sent to the model."
+                    },
+                    "image_url": {
+                        "type": "string",
+                        "description": "(Optional) URL of the image content"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "detail",
+                    "type"
+                ],
+                "title": "OpenAIResponseInputMessageContentImage",
+                "description": "Image content for input messages in OpenAI response format."
+            },
+            "OpenAIResponseInputMessageContentText": {
+                "type": "object",
+                "properties": {
+                    "text": {
+                        "type": "string",
+                        "description": "The text content of the input message"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "input_text",
+                        "default": "input_text",
+                        "description": "Content type identifier, always \"input_text\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "text",
+                    "type"
+                ],
+                "title": "OpenAIResponseInputMessageContentText",
+                "description": "Text content for input messages in OpenAI response format."
+            },
+            "OpenAIResponseMCPApprovalRequest": {
+                "type": "object",
+                "properties": {
+                    "arguments": {
+                        "type": "string"
+                    },
+                    "id": {
+                        "type": "string"
+                    },
+                    "name": {
+                        "type": "string"
+                    },
+                    "server_label": {
+                        "type": "string"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "mcp_approval_request",
+                        "default": "mcp_approval_request"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "arguments",
+                    "id",
+                    "name",
+                    "server_label",
+                    "type"
+                ],
+                "title": "OpenAIResponseMCPApprovalRequest",
+                "description": "A request for human approval of a tool invocation."
+            },
+            "OpenAIResponseMCPApprovalResponse": {
+                "type": "object",
+                "properties": {
+                    "approval_request_id": {
+                        "type": "string"
+                    },
+                    "approve": {
+                        "type": "boolean"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "mcp_approval_response",
+                        "default": "mcp_approval_response"
+                    },
+                    "id": {
+                        "type": "string"
+                    },
+                    "reason": {
+                        "type": "string"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "approval_request_id",
+                    "approve",
+                    "type"
+                ],
+                "title": "OpenAIResponseMCPApprovalResponse",
+                "description": "A response to an MCP approval request."
+            },
+            "OpenAIResponseMessage": {
+                "type": "object",
+                "properties": {
+                    "content": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIResponseInputMessageContent"
+                                }
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIResponseOutputMessageContent"
+                                }
+                            }
+                        ]
+                    },
+                    "role": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "const": "system"
+                            },
+                            {
+                                "type": "string",
+                                "const": "developer"
+                            },
+                            {
+                                "type": "string",
+                                "const": "user"
+                            },
+                            {
+                                "type": "string",
+                                "const": "assistant"
+                            }
+                        ]
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "message",
+                        "default": "message"
+                    },
+                    "id": {
+                        "type": "string"
+                    },
+                    "status": {
+                        "type": "string"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content",
+                    "role",
+                    "type"
+                ],
+                "title": "OpenAIResponseMessage",
+                "description": "Corresponds to the various Message types in the Responses API. They are all under one type because the Responses API gives them all the same \"type\" value, and there is no way to tell them apart in certain scenarios."
+            },
+            "OpenAIResponseOutputMessageContent": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageContentOutputText"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseContentPartRefusal"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "output_text": "#/components/schemas/OpenAIResponseOutputMessageContentOutputText",
+                        "refusal": "#/components/schemas/OpenAIResponseContentPartRefusal"
+                    }
+                }
+            },
+            "OpenAIResponseOutputMessageContentOutputText": {
+                "type": "object",
+                "properties": {
+                    "text": {
+                        "type": "string"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "output_text",
+                        "default": "output_text"
+                    },
+                    "annotations": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseAnnotations"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "text",
+                    "type",
+                    "annotations"
+                ],
+                "title": "OpenAIResponseOutputMessageContentOutputText"
+            },
+            "OpenAIResponseOutputMessageFileSearchToolCall": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for this tool call"
+                    },
+                    "queries": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of search queries executed"
+                    },
+                    "status": {
+                        "type": "string",
+                        "description": "Current status of the file search operation"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "file_search_call",
+                        "default": "file_search_call",
+                        "description": "Tool call type identifier, always \"file_search_call\""
+                    },
+                    "results": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "properties": {
+                                "attributes": {
+                                    "type": "object",
+                                    "additionalProperties": {
+                                        "oneOf": [
+                                            {
+                                                "type": "null"
+                                            },
+                                            {
+                                                "type": "boolean"
+                                            },
+                                            {
+                                                "type": "number"
+                                            },
+                                            {
+                                                "type": "string"
+                                            },
+                                            {
+                                                "type": "array"
+                                            },
+                                            {
+                                                "type": "object"
+                                            }
+                                        ]
+                                    },
+                                    "description": "(Optional) Key-value attributes associated with the file"
+                                },
+                                "file_id": {
+                                    "type": "string",
+                                    "description": "Unique identifier of the file containing the result"
+                                },
+                                "filename": {
+                                    "type": "string",
+                                    "description": "Name of the file containing the result"
+                                },
+                                "score": {
+                                    "type": "number",
+                                    "description": "Relevance score for this search result (between 0 and 1)"
+                                },
+                                "text": {
+                                    "type": "string",
+                                    "description": "Text content of the search result"
+                                }
+                            },
+                            "additionalProperties": false,
+                            "required": [
+                                "attributes",
+                                "file_id",
+                                "filename",
+                                "score",
+                                "text"
+                            ],
+                            "title": "OpenAIResponseOutputMessageFileSearchToolCallResults",
+                            "description": "Search results returned by the file search operation."
+                        },
+                        "description": "(Optional) Search results returned by the file search operation"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "queries",
+                    "status",
+                    "type"
+                ],
+                "title": "OpenAIResponseOutputMessageFileSearchToolCall",
+                "description": "File search tool call output message for OpenAI responses."
+            },
+            "OpenAIResponseOutputMessageFunctionToolCall": {
+                "type": "object",
+                "properties": {
+                    "call_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the function call"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "Name of the function being called"
+                    },
+                    "arguments": {
+                        "type": "string",
+                        "description": "JSON string containing the function arguments"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "function_call",
+                        "default": "function_call",
+                        "description": "Tool call type identifier, always \"function_call\""
+                    },
+                    "id": {
+                        "type": "string",
+                        "description": "(Optional) Additional identifier for the tool call"
+                    },
+                    "status": {
+                        "type": "string",
+                        "description": "(Optional) Current status of the function call execution"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "call_id",
+                    "name",
+                    "arguments",
+                    "type"
+                ],
+                "title": "OpenAIResponseOutputMessageFunctionToolCall",
+                "description": "Function tool call output message for OpenAI responses."
+            },
+            "OpenAIResponseOutputMessageMCPCall": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for this MCP call"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "mcp_call",
+                        "default": "mcp_call",
+                        "description": "Tool call type identifier, always \"mcp_call\""
+                    },
+                    "arguments": {
+                        "type": "string",
+                        "description": "JSON string containing the MCP call arguments"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "Name of the MCP method being called"
+                    },
+                    "server_label": {
+                        "type": "string",
+                        "description": "Label identifying the MCP server handling the call"
+                    },
+                    "error": {
+                        "type": "string",
+                        "description": "(Optional) Error message if the MCP call failed"
+                    },
+                    "output": {
+                        "type": "string",
+                        "description": "(Optional) Output result from the successful MCP call"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "type",
+                    "arguments",
+                    "name",
+                    "server_label"
+                ],
+                "title": "OpenAIResponseOutputMessageMCPCall",
+                "description": "Model Context Protocol (MCP) call output message for OpenAI responses."
+            },
+            "OpenAIResponseOutputMessageMCPListTools": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for this MCP list tools operation"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "mcp_list_tools",
+                        "default": "mcp_list_tools",
+                        "description": "Tool call type identifier, always \"mcp_list_tools\""
+                    },
+                    "server_label": {
+                        "type": "string",
+                        "description": "Label identifying the MCP server providing the tools"
+                    },
+                    "tools": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "properties": {
+                                "input_schema": {
+                                    "type": "object",
+                                    "additionalProperties": {
+                                        "oneOf": [
+                                            {
+                                                "type": "null"
+                                            },
+                                            {
+                                                "type": "boolean"
+                                            },
+                                            {
+                                                "type": "number"
+                                            },
+                                            {
+                                                "type": "string"
+                                            },
+                                            {
+                                                "type": "array"
+                                            },
+                                            {
+                                                "type": "object"
+                                            }
+                                        ]
+                                    },
+                                    "description": "JSON schema defining the tool's input parameters"
+                                },
+                                "name": {
+                                    "type": "string",
+                                    "description": "Name of the tool"
+                                },
+                                "description": {
+                                    "type": "string",
+                                    "description": "(Optional) Description of what the tool does"
+                                }
+                            },
+                            "additionalProperties": false,
+                            "required": [
+                                "input_schema",
+                                "name"
+                            ],
+                            "title": "MCPListToolsTool",
+                            "description": "Tool definition returned by MCP list tools operation."
+                        },
+                        "description": "List of available tools provided by the MCP server"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "type",
+                    "server_label",
+                    "tools"
+                ],
+                "title": "OpenAIResponseOutputMessageMCPListTools",
+                "description": "MCP list tools output message containing available tools from an MCP server."
+            },
+            "OpenAIResponseOutputMessageWebSearchToolCall": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for this tool call"
+                    },
+                    "status": {
+                        "type": "string",
+                        "description": "Current status of the web search operation"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "web_search_call",
+                        "default": "web_search_call",
+                        "description": "Tool call type identifier, always \"web_search_call\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "status",
+                    "type"
+                ],
+                "title": "OpenAIResponseOutputMessageWebSearchToolCall",
+                "description": "Web search tool call output message for OpenAI responses."
+            },
+            "CreateConversationRequest": {
+                "type": "object",
+                "properties": {
+                    "items": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ConversationItem"
+                        },
+                        "description": "Initial items to include in the conversation context."
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "string"
+                        },
+                        "description": "Set of key-value pairs that can be attached to an object."
+                    }
+                },
+                "additionalProperties": false,
+                "title": "CreateConversationRequest"
+            },
+            "Conversation": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "conversation",
+                        "default": "conversation"
+                    },
+                    "created_at": {
+                        "type": "integer"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "string"
+                        }
+                    },
+                    "items": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "title": "dict",
+                            "description": "dict() -> new empty dictionary dict(mapping) -> new dictionary initialized from a mapping object's     (key, value) pairs dict(iterable) -> new dictionary initialized as if via:     d = {}     for k, v in iterable:         d[k] = v dict(**kwargs) -> new dictionary initialized with the name=value pairs     in the keyword argument list.  For example:  dict(one=1, two=2)"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "created_at"
+                ],
+                "title": "Conversation",
+                "description": "OpenAI-compatible conversation object."
+            },
+            "UpdateConversationRequest": {
+                "type": "object",
+                "properties": {
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "string"
+                        },
+                        "description": "Set of key-value pairs that can be attached to an object."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "metadata"
+                ],
+                "title": "UpdateConversationRequest"
+            },
+            "ConversationDeletedResource": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string"
+                    },
+                    "object": {
+                        "type": "string",
+                        "default": "conversation.deleted"
+                    },
+                    "deleted": {
+                        "type": "boolean",
+                        "default": true
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "deleted"
+                ],
+                "title": "ConversationDeletedResource",
+                "description": "Response for deleted conversation."
+            },
+            "ConversationItemList": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "default": "list"
+                    },
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ConversationItem"
+                        }
+                    },
+                    "first_id": {
+                        "type": "string"
+                    },
+                    "last_id": {
+                        "type": "string"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "default": false
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "data",
+                    "has_more"
+                ],
+                "title": "ConversationItemList",
+                "description": "List of conversation items with pagination."
+            },
+            "AddItemsRequest": {
+                "type": "object",
+                "properties": {
+                    "items": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ConversationItem"
+                        },
+                        "description": "Items to include in the conversation context."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "items"
+                ],
+                "title": "AddItemsRequest"
+            },
+            "ConversationItemDeletedResource": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string"
+                    },
+                    "object": {
+                        "type": "string",
+                        "default": "conversation.item.deleted"
+                    },
+                    "deleted": {
+                        "type": "boolean",
+                        "default": true
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "deleted"
+                ],
+                "title": "ConversationItemDeletedResource",
+                "description": "Response for deleted conversation item."
+            },
+            "OpenAIEmbeddingsRequestWithExtraBody": {
+                "type": "object",
+                "properties": {
+                    "model": {
+                        "type": "string",
+                        "description": "The identifier of the model to use. The model must be an embedding model registered with Llama Stack and available via the /models endpoint."
+                    },
+                    "input": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            }
+                        ],
+                        "description": "Input text to embed, encoded as a string or array of strings. To embed multiple inputs in a single request, pass an array of strings."
+                    },
+                    "encoding_format": {
+                        "type": "string",
+                        "default": "float",
+                        "description": "(Optional) The format to return the embeddings in. Can be either \"float\" or \"base64\". Defaults to \"float\"."
+                    },
+                    "dimensions": {
+                        "type": "integer",
+                        "description": "(Optional) The number of dimensions the resulting output embeddings should have. Only supported in text-embedding-3 and later models."
+                    },
+                    "user": {
+                        "type": "string",
+                        "description": "(Optional) A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "model",
+                    "input"
+                ],
+                "title": "OpenAIEmbeddingsRequestWithExtraBody",
+                "description": "Request parameters for OpenAI-compatible embeddings endpoint."
+            },
+            "OpenAIEmbeddingData": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "const": "embedding",
+                        "default": "embedding",
+                        "description": "The object type, which will be \"embedding\""
+                    },
+                    "embedding": {
+                        "oneOf": [
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "number"
+                                }
+                            },
+                            {
+                                "type": "string"
+                            }
+                        ],
+                        "description": "The embedding vector as a list of floats (when encoding_format=\"float\") or as a base64-encoded string (when encoding_format=\"base64\")"
+                    },
+                    "index": {
+                        "type": "integer",
+                        "description": "The index of the embedding in the input list"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "embedding",
+                    "index"
+                ],
+                "title": "OpenAIEmbeddingData",
+                "description": "A single embedding data object from an OpenAI-compatible embeddings response."
+            },
+            "OpenAIEmbeddingUsage": {
+                "type": "object",
+                "properties": {
+                    "prompt_tokens": {
+                        "type": "integer",
+                        "description": "The number of tokens in the input"
+                    },
+                    "total_tokens": {
+                        "type": "integer",
+                        "description": "The total number of tokens used"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "prompt_tokens",
+                    "total_tokens"
+                ],
+                "title": "OpenAIEmbeddingUsage",
+                "description": "Usage information for an OpenAI-compatible embeddings response."
+            },
+            "OpenAIEmbeddingsResponse": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "const": "list",
+                        "default": "list",
+                        "description": "The object type, which will be \"list\""
+                    },
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIEmbeddingData"
+                        },
+                        "description": "List of embedding data objects"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model that was used to generate the embeddings"
+                    },
+                    "usage": {
+                        "$ref": "#/components/schemas/OpenAIEmbeddingUsage",
+                        "description": "Usage information"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "data",
+                    "model",
+                    "usage"
+                ],
+                "title": "OpenAIEmbeddingsResponse",
+                "description": "Response from an OpenAI-compatible embeddings request."
+            },
+            "OpenAIFilePurpose": {
+                "type": "string",
+                "enum": [
+                    "assistants",
+                    "batch"
+                ],
+                "title": "OpenAIFilePurpose",
+                "description": "Valid purpose values for OpenAI Files API."
+            },
+            "ListOpenAIFileResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIFileObject"
+                        },
+                        "description": "List of file objects"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "description": "Whether there are more files available beyond this page"
+                    },
+                    "first_id": {
+                        "type": "string",
+                        "description": "ID of the first file in the list for pagination"
+                    },
+                    "last_id": {
+                        "type": "string",
+                        "description": "ID of the last file in the list for pagination"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "list",
+                        "default": "list",
+                        "description": "The object type, which is always \"list\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data",
+                    "has_more",
+                    "first_id",
+                    "last_id",
+                    "object"
+                ],
+                "title": "ListOpenAIFileResponse",
+                "description": "Response for listing files in OpenAI Files API."
+            },
+            "OpenAIFileObject": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "const": "file",
+                        "default": "file",
+                        "description": "The object type, which is always \"file\""
+                    },
+                    "id": {
+                        "type": "string",
+                        "description": "The file identifier, which can be referenced in the API endpoints"
+                    },
+                    "bytes": {
+                        "type": "integer",
+                        "description": "The size of the file, in bytes"
+                    },
+                    "created_at": {
+                        "type": "integer",
+                        "description": "The Unix timestamp (in seconds) for when the file was created"
+                    },
+                    "expires_at": {
+                        "type": "integer",
+                        "description": "The Unix timestamp (in seconds) for when the file expires"
+                    },
+                    "filename": {
+                        "type": "string",
+                        "description": "The name of the file"
+                    },
+                    "purpose": {
+                        "type": "string",
+                        "enum": [
+                            "assistants",
+                            "batch"
+                        ],
+                        "description": "The intended purpose of the file"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "id",
+                    "bytes",
+                    "created_at",
+                    "expires_at",
+                    "filename",
+                    "purpose"
+                ],
+                "title": "OpenAIFileObject",
+                "description": "OpenAI File object as defined in the OpenAI Files API."
+            },
+            "ExpiresAfter": {
+                "type": "object",
+                "properties": {
+                    "anchor": {
+                        "type": "string",
+                        "const": "created_at"
+                    },
+                    "seconds": {
+                        "type": "integer"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "anchor",
+                    "seconds"
+                ],
+                "title": "ExpiresAfter",
+                "description": "Control expiration of uploaded files.\nParams:\n - anchor, must be \"created_at\"\n - seconds, must be int between 3600 and 2592000 (1 hour to 30 days)"
+            },
+            "OpenAIFileDeleteResponse": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "The file identifier that was deleted"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "file",
+                        "default": "file",
+                        "description": "The object type, which is always \"file\""
+                    },
+                    "deleted": {
+                        "type": "boolean",
+                        "description": "Whether the file was successfully deleted"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "deleted"
+                ],
+                "title": "OpenAIFileDeleteResponse",
+                "description": "Response for deleting a file in OpenAI Files API."
+            },
+            "Response": {
+                "type": "object",
+                "title": "Response"
+            },
+            "HealthInfo": {
+                "type": "object",
+                "properties": {
+                    "status": {
+                        "type": "string",
+                        "enum": [
+                            "OK",
+                            "Error",
+                            "Not Implemented"
+                        ],
+                        "description": "Current health status of the service"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "status"
+                ],
+                "title": "HealthInfo",
+                "description": "Health status information for the service."
+            },
+            "RouteInfo": {
+                "type": "object",
+                "properties": {
+                    "route": {
+                        "type": "string",
+                        "description": "The API endpoint path"
+                    },
+                    "method": {
+                        "type": "string",
+                        "description": "HTTP method for the route"
+                    },
+                    "provider_types": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of provider types that implement this route"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "route",
+                    "method",
+                    "provider_types"
+                ],
+                "title": "RouteInfo",
+                "description": "Information about an API route including its path, method, and implementing providers."
+            },
+            "ListRoutesResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/RouteInfo"
+                        },
+                        "description": "List of available route information objects"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListRoutesResponse",
+                "description": "Response containing a list of all available API routes."
+            },
+            "Model": {
+                "type": "object",
+                "properties": {
+                    "identifier": {
+                        "type": "string",
+                        "description": "Unique identifier for this resource in llama stack"
+                    },
+                    "provider_resource_id": {
+                        "type": "string",
+                        "description": "Unique identifier for this resource in the provider"
+                    },
+                    "provider_id": {
+                        "type": "string",
+                        "description": "ID of the provider that owns this resource"
+                    },
+                    "type": {
+                        "type": "string",
+                        "enum": [
+                            "model",
+                            "shield",
+                            "vector_store",
+                            "dataset",
+                            "scoring_function",
+                            "benchmark",
+                            "tool",
+                            "tool_group",
+                            "prompt"
+                        ],
+                        "const": "model",
+                        "default": "model",
+                        "description": "The resource type, always 'model' for model resources"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Any additional metadata for this model"
+                    },
+                    "model_type": {
+                        "$ref": "#/components/schemas/ModelType",
+                        "default": "llm",
+                        "description": "The type of model (LLM or embedding model)"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "identifier",
+                    "provider_id",
+                    "type",
+                    "metadata",
+                    "model_type"
+                ],
+                "title": "Model",
+                "description": "A model resource representing an AI model registered in Llama Stack."
+            },
+            "ModelType": {
+                "type": "string",
+                "enum": [
+                    "llm",
+                    "embedding",
+                    "rerank"
+                ],
+                "title": "ModelType",
+                "description": "Enumeration of supported model types in Llama Stack."
+            },
+            "ListModelsResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Model"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListModelsResponse"
+            },
+            "RegisterModelRequest": {
+                "type": "object",
+                "properties": {
+                    "model_id": {
+                        "type": "string",
+                        "description": "The identifier of the model to register."
+                    },
+                    "provider_model_id": {
+                        "type": "string",
+                        "description": "The identifier of the model in the provider."
+                    },
+                    "provider_id": {
+                        "type": "string",
+                        "description": "The identifier of the provider."
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Any additional metadata for this model."
+                    },
+                    "model_type": {
+                        "$ref": "#/components/schemas/ModelType",
+                        "description": "The type of model to register."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "model_id"
+                ],
+                "title": "RegisterModelRequest"
+            },
+            "RunModerationRequest": {
+                "type": "object",
+                "properties": {
+                    "input": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            }
+                        ],
+                        "description": "Input (or inputs) to classify. Can be a single string, an array of strings, or an array of multi-modal input objects similar to other models."
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "(Optional) The content moderation model you would like to use."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "input"
+                ],
+                "title": "RunModerationRequest"
+            },
+            "ModerationObject": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "The unique identifier for the moderation request."
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model used to generate the moderation results."
+                    },
+                    "results": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ModerationObjectResults"
+                        },
+                        "description": "A list of moderation objects"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "model",
+                    "results"
+                ],
+                "title": "ModerationObject",
+                "description": "A moderation object."
+            },
+            "ModerationObjectResults": {
+                "type": "object",
+                "properties": {
+                    "flagged": {
+                        "type": "boolean",
+                        "description": "Whether any of the below categories are flagged."
+                    },
+                    "categories": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "boolean"
+                        },
+                        "description": "A list of the categories, and whether they are flagged or not."
+                    },
+                    "category_applied_input_types": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "array",
+                            "items": {
+                                "type": "string"
+                            }
+                        },
+                        "description": "A list of the categories along with the input type(s) that the score applies to."
+                    },
+                    "category_scores": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "number"
+                        },
+                        "description": "A list of the categories along with their scores as predicted by model."
+                    },
+                    "user_message": {
+                        "type": "string"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "flagged",
+                    "metadata"
+                ],
+                "title": "ModerationObjectResults",
+                "description": "A moderation object."
+            },
+            "Prompt": {
+                "type": "object",
+                "properties": {
+                    "prompt": {
+                        "type": "string",
+                        "description": "The system prompt text with variable placeholders. Variables are only supported when using the Responses API."
+                    },
+                    "version": {
+                        "type": "integer",
+                        "description": "Version (integer starting at 1, incremented on save)"
+                    },
+                    "prompt_id": {
+                        "type": "string",
+                        "description": "Unique identifier formatted as 'pmpt_<48-digit-hash>'"
+                    },
+                    "variables": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of prompt variable names that can be used in the prompt template"
+                    },
+                    "is_default": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Boolean indicating whether this version is the default version for this prompt"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "version",
+                    "prompt_id",
+                    "variables",
+                    "is_default"
+                ],
+                "title": "Prompt",
+                "description": "A prompt resource representing a stored OpenAI Compatible prompt template in Llama Stack."
+            },
+            "ListPromptsResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Prompt"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListPromptsResponse",
+                "description": "Response model to list prompts."
+            },
+            "CreatePromptRequest": {
+                "type": "object",
+                "properties": {
+                    "prompt": {
+                        "type": "string",
+                        "description": "The prompt text content with variable placeholders."
+                    },
+                    "variables": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of variable names that can be used in the prompt template."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "prompt"
+                ],
+                "title": "CreatePromptRequest"
+            },
+            "UpdatePromptRequest": {
+                "type": "object",
+                "properties": {
+                    "prompt": {
+                        "type": "string",
+                        "description": "The updated prompt text content."
+                    },
+                    "version": {
+                        "type": "integer",
+                        "description": "The current version of the prompt being updated."
+                    },
+                    "variables": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "Updated list of variable names that can be used in the prompt template."
+                    },
+                    "set_as_default": {
+                        "type": "boolean",
+                        "description": "Set the new version as the default (default=True)."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "prompt",
+                    "version",
+                    "set_as_default"
+                ],
+                "title": "UpdatePromptRequest"
+            },
+            "SetDefaultVersionRequest": {
+                "type": "object",
+                "properties": {
+                    "version": {
+                        "type": "integer",
+                        "description": "The version to set as default."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "version"
+                ],
+                "title": "SetDefaultVersionRequest"
+            },
+            "ProviderInfo": {
+                "type": "object",
+                "properties": {
+                    "api": {
+                        "type": "string",
+                        "description": "The API name this provider implements"
+                    },
+                    "provider_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the provider"
+                    },
+                    "provider_type": {
+                        "type": "string",
+                        "description": "The type of provider implementation"
+                    },
+                    "config": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Configuration parameters for the provider"
+                    },
+                    "health": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Current health status of the provider"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "api",
+                    "provider_id",
+                    "provider_type",
+                    "config",
+                    "health"
+                ],
+                "title": "ProviderInfo",
+                "description": "Information about a registered provider including its configuration and health status."
+            },
+            "ListProvidersResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ProviderInfo"
+                        },
+                        "description": "List of provider information objects"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListProvidersResponse",
+                "description": "Response containing a list of all available providers."
+            },
+            "ListOpenAIResponseObject": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseObjectWithInput"
+                        },
+                        "description": "List of response objects with their input context"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "description": "Whether there are more results available beyond this page"
+                    },
+                    "first_id": {
+                        "type": "string",
+                        "description": "Identifier of the first item in this page"
+                    },
+                    "last_id": {
+                        "type": "string",
+                        "description": "Identifier of the last item in this page"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "list",
+                        "default": "list",
+                        "description": "Object type identifier, always \"list\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data",
+                    "has_more",
+                    "first_id",
+                    "last_id",
+                    "object"
+                ],
+                "title": "ListOpenAIResponseObject",
+                "description": "Paginated list of OpenAI response objects with navigation metadata."
+            },
+            "OpenAIResponseError": {
+                "type": "object",
+                "properties": {
+                    "code": {
+                        "type": "string",
+                        "description": "Error code identifying the type of failure"
+                    },
+                    "message": {
+                        "type": "string",
+                        "description": "Human-readable error message describing the failure"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "code",
+                    "message"
+                ],
+                "title": "OpenAIResponseError",
+                "description": "Error details for failed OpenAI response requests."
+            },
+            "OpenAIResponseInput": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutput"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputFunctionToolCallOutput"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseMCPApprovalResponse"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseMessage"
+                    }
+                ]
+            },
+            "OpenAIResponseInputToolChoice": {
+                "oneOf": [
+                    {
+                        "type": "string",
+                        "enum": [
+                            "auto",
+                            "required",
+                            "none"
+                        ],
+                        "title": "OpenAIResponseInputToolChoiceMode"
+                    },
+                    {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseInputToolChoiceFileSearch"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseInputToolChoiceWebSearch"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseInputToolChoiceMCPTool"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseInputToolChoiceCustomTool"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "allowed_tools": "#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools",
+                                "file_search": "#/components/schemas/OpenAIResponseInputToolChoiceFileSearch",
+                                "web_search_preview": "#/components/schemas/OpenAIResponseInputToolChoiceWebSearch",
+                                "function": "#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool",
+                                "mcp": "#/components/schemas/OpenAIResponseInputToolChoiceMCPTool",
+                                "custom": "#/components/schemas/OpenAIResponseInputToolChoiceCustomTool"
+                            }
+                        }
+                    }
+                ]
+            },
+            "OpenAIResponseInputToolChoiceAllowedTools": {
+                "type": "object",
+                "properties": {
+                    "mode": {
+                        "type": "string",
+                        "enum": [
+                            "auto",
+                            "required"
+                        ],
+                        "default": "auto",
+                        "description": "Constrains the tools available to the model to a pre-defined set"
+                    },
+                    "tools": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "type": "string"
+                            }
+                        },
+                        "description": "A list of tool definitions that the model should be allowed to call"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "allowed_tools",
+                        "default": "allowed_tools",
+                        "description": "Tool choice type identifier, always \"allowed_tools\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "mode",
+                    "tools",
+                    "type"
+                ],
+                "title": "OpenAIResponseInputToolChoiceAllowedTools",
+                "description": "Constrains the tools available to the model to a pre-defined set."
+            },
+            "OpenAIResponseInputToolChoiceCustomTool": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "custom",
+                        "default": "custom",
+                        "description": "Tool choice type identifier, always \"custom\""
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "The name of the custom tool to call."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "name"
+                ],
+                "title": "OpenAIResponseInputToolChoiceCustomTool",
+                "description": "Forces the model to call a custom tool."
+            },
+            "OpenAIResponseInputToolChoiceFileSearch": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "file_search",
+                        "default": "file_search",
+                        "description": "Tool choice type identifier, always \"file_search\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIResponseInputToolChoiceFileSearch",
+                "description": "Indicates that the model should use file search to generate a response."
+            },
+            "OpenAIResponseInputToolChoiceFunctionTool": {
+                "type": "object",
+                "properties": {
+                    "name": {
+                        "type": "string",
+                        "description": "The name of the function to call"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "function",
+                        "default": "function",
+                        "description": "Tool choice type identifier, always \"function\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "name",
+                    "type"
+                ],
+                "title": "OpenAIResponseInputToolChoiceFunctionTool",
+                "description": "Forces the model to call a specific function."
+            },
+            "OpenAIResponseInputToolChoiceMCPTool": {
+                "type": "object",
+                "properties": {
+                    "server_label": {
+                        "type": "string",
+                        "description": "The label of the MCP server to use."
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "mcp",
+                        "default": "mcp",
+                        "description": "Tool choice type identifier, always \"mcp\""
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) The name of the tool to call on the server."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "server_label",
+                    "type"
+                ],
+                "title": "OpenAIResponseInputToolChoiceMCPTool",
+                "description": "Forces the model to call a specific tool on a remote MCP server"
+            },
+            "OpenAIResponseInputToolChoiceWebSearch": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "web_search_preview",
+                        "default": "web_search_preview",
+                        "description": "Tool choice type identifier, always \"web_search_preview\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIResponseInputToolChoiceWebSearch",
+                "description": "Indicates that the model should use web search to generate a response."
+            },
+            "OpenAIResponseInputToolFileSearch": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "file_search",
+                        "default": "file_search",
+                        "description": "Tool type identifier, always \"file_search\""
+                    },
+                    "vector_store_ids": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of vector store identifiers to search within"
+                    },
+                    "filters": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Additional filters to apply to the search"
+                    },
+                    "max_num_results": {
+                        "type": "integer",
+                        "default": 10,
+                        "description": "(Optional) Maximum number of search results to return (1-50)"
+                    },
+                    "ranking_options": {
+                        "type": "object",
+                        "properties": {
+                            "ranker": {
+                                "type": "string",
+                                "description": "(Optional) Name of the ranking algorithm to use"
+                            },
+                            "score_threshold": {
+                                "type": "number",
+                                "default": 0.0,
+                                "description": "(Optional) Minimum relevance score threshold for results"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "description": "(Optional) Options for ranking and scoring search results"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "vector_store_ids"
+                ],
+                "title": "OpenAIResponseInputToolFileSearch",
+                "description": "File search tool configuration for OpenAI response inputs."
+            },
+            "OpenAIResponseInputToolFunction": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "function",
+                        "default": "function",
+                        "description": "Tool type identifier, always \"function\""
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "Name of the function that can be called"
+                    },
+                    "description": {
+                        "type": "string",
+                        "description": "(Optional) Description of what the function does"
+                    },
+                    "parameters": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) JSON schema defining the function's parameters"
+                    },
+                    "strict": {
+                        "type": "boolean",
+                        "description": "(Optional) Whether to enforce strict parameter validation"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "name"
+                ],
+                "title": "OpenAIResponseInputToolFunction",
+                "description": "Function tool configuration for OpenAI response inputs."
+            },
+            "OpenAIResponseInputToolWebSearch": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "const": "web_search"
+                            },
+                            {
+                                "type": "string",
+                                "const": "web_search_preview"
+                            },
+                            {
+                                "type": "string",
+                                "const": "web_search_preview_2025_03_11"
+                            }
+                        ],
+                        "default": "web_search",
+                        "description": "Web search tool type variant to use"
+                    },
+                    "search_context_size": {
+                        "type": "string",
+                        "default": "medium",
+                        "description": "(Optional) Size of search context, must be \"low\", \"medium\", or \"high\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIResponseInputToolWebSearch",
+                "description": "Web search tool configuration for OpenAI response inputs."
+            },
+            "OpenAIResponseObjectWithInput": {
+                "type": "object",
+                "properties": {
+                    "created_at": {
+                        "type": "integer",
+                        "description": "Unix timestamp when the response was created"
+                    },
+                    "error": {
+                        "$ref": "#/components/schemas/OpenAIResponseError",
+                        "description": "(Optional) Error details if the response generation failed"
+                    },
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for this response"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "Model identifier used for generation"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "response",
+                        "default": "response",
+                        "description": "Object type identifier, always \"response\""
+                    },
+                    "output": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseOutput"
+                        },
+                        "description": "List of generated output items (messages, tool calls, etc.)"
+                    },
+                    "parallel_tool_calls": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Whether tool calls can be executed in parallel"
+                    },
+                    "previous_response_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the previous response in a conversation"
+                    },
+                    "prompt": {
+                        "$ref": "#/components/schemas/OpenAIResponsePrompt",
+                        "description": "(Optional) Reference to a prompt template and its variables."
+                    },
+                    "status": {
+                        "type": "string",
+                        "description": "Current status of the response generation"
+                    },
+                    "temperature": {
+                        "type": "number",
+                        "description": "(Optional) Sampling temperature used for generation"
+                    },
+                    "text": {
+                        "$ref": "#/components/schemas/OpenAIResponseText",
+                        "description": "Text formatting configuration for the response"
+                    },
+                    "top_p": {
+                        "type": "number",
+                        "description": "(Optional) Nucleus sampling parameter used for generation"
+                    },
+                    "tools": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseTool"
+                        },
+                        "description": "(Optional) An array of tools the model may call while generating a response."
+                    },
+                    "tool_choice": {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolChoice",
+                        "description": "(Optional) Tool choice configuration for the response."
+                    },
+                    "truncation": {
+                        "type": "string",
+                        "description": "(Optional) Truncation strategy applied to the response"
+                    },
+                    "usage": {
+                        "$ref": "#/components/schemas/OpenAIResponseUsage",
+                        "description": "(Optional) Token usage information for the response"
+                    },
+                    "instructions": {
+                        "type": "string",
+                        "description": "(Optional) System message inserted into the model's context"
+                    },
+                    "input": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseInput"
+                        },
+                        "description": "List of input items that led to this response"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "created_at",
+                    "id",
+                    "model",
+                    "object",
+                    "output",
+                    "parallel_tool_calls",
+                    "status",
+                    "text",
+                    "input"
+                ],
+                "title": "OpenAIResponseObjectWithInput",
+                "description": "OpenAI response object extended with input context information."
+            },
+            "OpenAIResponseOutput": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseMessage"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPCall"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "message": "#/components/schemas/OpenAIResponseMessage",
+                        "web_search_call": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall",
+                        "file_search_call": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall",
+                        "function_call": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall",
+                        "mcp_call": "#/components/schemas/OpenAIResponseOutputMessageMCPCall",
+                        "mcp_list_tools": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools",
+                        "mcp_approval_request": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
+                    }
+                }
+            },
+            "OpenAIResponsePrompt": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier of the prompt template"
+                    },
+                    "variables": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "$ref": "#/components/schemas/OpenAIResponseInputMessageContent"
+                        },
+                        "description": "Dictionary of variable names to OpenAIResponseInputMessageContent structure for template substitution. The substitution values can either be strings, or other Response input types like images or files."
+                    },
+                    "version": {
+                        "type": "string",
+                        "description": "Version number of the prompt to use (defaults to latest if not specified)"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id"
+                ],
+                "title": "OpenAIResponsePrompt",
+                "description": "OpenAI compatible Prompt object that is used in OpenAI responses."
+            },
+            "OpenAIResponseText": {
+                "type": "object",
+                "properties": {
+                    "format": {
+                        "type": "object",
+                        "properties": {
+                            "type": {
+                                "oneOf": [
+                                    {
+                                        "type": "string",
+                                        "const": "text"
+                                    },
+                                    {
+                                        "type": "string",
+                                        "const": "json_schema"
+                                    },
+                                    {
+                                        "type": "string",
+                                        "const": "json_object"
+                                    }
+                                ],
+                                "description": "Must be \"text\", \"json_schema\", or \"json_object\" to identify the format type"
+                            },
+                            "name": {
+                                "type": "string",
+                                "description": "The name of the response format. Only used for json_schema."
+                            },
+                            "schema": {
+                                "type": "object",
+                                "additionalProperties": {
+                                    "oneOf": [
+                                        {
+                                            "type": "null"
+                                        },
+                                        {
+                                            "type": "boolean"
+                                        },
+                                        {
+                                            "type": "number"
+                                        },
+                                        {
+                                            "type": "string"
+                                        },
+                                        {
+                                            "type": "array"
+                                        },
+                                        {
+                                            "type": "object"
+                                        }
+                                    ]
+                                },
+                                "description": "The JSON schema the response should conform to. In a Python SDK, this is often a `pydantic` model. Only used for json_schema."
+                            },
+                            "description": {
+                                "type": "string",
+                                "description": "(Optional) A description of the response format. Only used for json_schema."
+                            },
+                            "strict": {
+                                "type": "boolean",
+                                "description": "(Optional) Whether to strictly enforce the JSON schema. If true, the response must match the schema exactly. Only used for json_schema."
+                            }
+                        },
+                        "additionalProperties": false,
+                        "required": [
+                            "type"
+                        ],
+                        "description": "(Optional) Text format configuration specifying output format requirements"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenAIResponseText",
+                "description": "Text response configuration for OpenAI responses."
+            },
+            "OpenAIResponseTool": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolWebSearch"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolFileSearch"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolFunction"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseToolMCP"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "web_search": "#/components/schemas/OpenAIResponseInputToolWebSearch",
+                        "file_search": "#/components/schemas/OpenAIResponseInputToolFileSearch",
+                        "function": "#/components/schemas/OpenAIResponseInputToolFunction",
+                        "mcp": "#/components/schemas/OpenAIResponseToolMCP"
+                    }
+                }
+            },
+            "OpenAIResponseToolMCP": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "mcp",
+                        "default": "mcp",
+                        "description": "Tool type identifier, always \"mcp\""
+                    },
+                    "server_label": {
+                        "type": "string",
+                        "description": "Label to identify this MCP server"
+                    },
+                    "allowed_tools": {
+                        "oneOf": [
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            },
+                            {
+                                "type": "object",
+                                "properties": {
+                                    "tool_names": {
+                                        "type": "array",
+                                        "items": {
+                                            "type": "string"
+                                        },
+                                        "description": "(Optional) List of specific tool names that are allowed"
+                                    }
+                                },
+                                "additionalProperties": false,
+                                "title": "AllowedToolsFilter",
+                                "description": "Filter configuration for restricting which MCP tools can be used."
+                            }
+                        ],
+                        "description": "(Optional) Restriction on which tools can be used from this server"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "server_label"
+                ],
+                "title": "OpenAIResponseToolMCP",
+                "description": "Model Context Protocol (MCP) tool configuration for OpenAI response object."
+            },
+            "OpenAIResponseUsage": {
+                "type": "object",
+                "properties": {
+                    "input_tokens": {
+                        "type": "integer",
+                        "description": "Number of tokens in the input"
+                    },
+                    "output_tokens": {
+                        "type": "integer",
+                        "description": "Number of tokens in the output"
+                    },
+                    "total_tokens": {
+                        "type": "integer",
+                        "description": "Total tokens used (input + output)"
+                    },
+                    "input_tokens_details": {
+                        "type": "object",
+                        "properties": {
+                            "cached_tokens": {
+                                "type": "integer",
+                                "description": "Number of tokens retrieved from cache"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "description": "Detailed breakdown of input token usage"
+                    },
+                    "output_tokens_details": {
+                        "type": "object",
+                        "properties": {
+                            "reasoning_tokens": {
+                                "type": "integer",
+                                "description": "Number of tokens used for reasoning (o1/o3 models)"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "description": "Detailed breakdown of output token usage"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "input_tokens",
+                    "output_tokens",
+                    "total_tokens"
+                ],
+                "title": "OpenAIResponseUsage",
+                "description": "Usage information for OpenAI response."
+            },
+            "ResponseGuardrailSpec": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "description": "The type/identifier of the guardrail."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "ResponseGuardrailSpec",
+                "description": "Specification for a guardrail to apply during response generation."
+            },
+            "OpenAIResponseInputTool": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolWebSearch"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolFileSearch"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolFunction"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolMCP"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "web_search": "#/components/schemas/OpenAIResponseInputToolWebSearch",
+                        "file_search": "#/components/schemas/OpenAIResponseInputToolFileSearch",
+                        "function": "#/components/schemas/OpenAIResponseInputToolFunction",
+                        "mcp": "#/components/schemas/OpenAIResponseInputToolMCP"
+                    }
+                }
+            },
+            "OpenAIResponseInputToolMCP": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "mcp",
+                        "default": "mcp",
+                        "description": "Tool type identifier, always \"mcp\""
+                    },
+                    "server_label": {
+                        "type": "string",
+                        "description": "Label to identify this MCP server"
+                    },
+                    "server_url": {
+                        "type": "string",
+                        "description": "URL endpoint of the MCP server"
+                    },
+                    "headers": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) HTTP headers to include when connecting to the server"
+                    },
+                    "require_approval": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "const": "always"
+                            },
+                            {
+                                "type": "string",
+                                "const": "never"
+                            },
+                            {
+                                "type": "object",
+                                "properties": {
+                                    "always": {
+                                        "type": "array",
+                                        "items": {
+                                            "type": "string"
+                                        },
+                                        "description": "(Optional) List of tool names that always require approval"
+                                    },
+                                    "never": {
+                                        "type": "array",
+                                        "items": {
+                                            "type": "string"
+                                        },
+                                        "description": "(Optional) List of tool names that never require approval"
+                                    }
+                                },
+                                "additionalProperties": false,
+                                "title": "ApprovalFilter",
+                                "description": "Filter configuration for MCP tool approval requirements."
+                            }
+                        ],
+                        "default": "never",
+                        "description": "Approval requirement for tool calls (\"always\", \"never\", or filter)"
+                    },
+                    "allowed_tools": {
+                        "oneOf": [
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            },
+                            {
+                                "type": "object",
+                                "properties": {
+                                    "tool_names": {
+                                        "type": "array",
+                                        "items": {
+                                            "type": "string"
+                                        },
+                                        "description": "(Optional) List of specific tool names that are allowed"
+                                    }
+                                },
+                                "additionalProperties": false,
+                                "title": "AllowedToolsFilter",
+                                "description": "Filter configuration for restricting which MCP tools can be used."
+                            }
+                        ],
+                        "description": "(Optional) Restriction on which tools can be used from this server"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "server_label",
+                    "server_url",
+                    "require_approval"
+                ],
+                "title": "OpenAIResponseInputToolMCP",
+                "description": "Model Context Protocol (MCP) tool configuration for OpenAI response inputs."
+            },
+            "CreateOpenaiResponseRequest": {
+                "type": "object",
+                "properties": {
+                    "input": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIResponseInput"
+                                }
+                            }
+                        ],
+                        "description": "Input message(s) to create the response."
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The underlying LLM used for completions."
+                    },
+                    "prompt": {
+                        "$ref": "#/components/schemas/OpenAIResponsePrompt",
+                        "description": "(Optional) Prompt object with ID, version, and variables."
+                    },
+                    "instructions": {
+                        "type": "string"
+                    },
+                    "previous_response_id": {
+                        "type": "string",
+                        "description": "(Optional) if specified, the new response will be a continuation of the previous response. This can be used to easily fork-off new responses from existing responses."
+                    },
+                    "conversation": {
+                        "type": "string",
+                        "description": "(Optional) The ID of a conversation to add the response to. Must begin with 'conv_'. Input and output messages will be automatically added to the conversation."
+                    },
+                    "store": {
+                        "type": "boolean"
+                    },
+                    "stream": {
+                        "type": "boolean"
+                    },
+                    "temperature": {
+                        "type": "number"
+                    },
+                    "text": {
+                        "$ref": "#/components/schemas/OpenAIResponseText"
+                    },
+                    "tool_choice": {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolChoice"
+                    },
+                    "tools": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseInputTool"
+                        }
+                    },
+                    "include": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "(Optional) Additional fields to include in the response."
+                    },
+                    "max_infer_iters": {
+                        "type": "integer"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "input",
+                    "model"
+                ],
+                "title": "CreateOpenaiResponseRequest"
+            },
+            "OpenAIResponseObject": {
+                "type": "object",
+                "properties": {
+                    "created_at": {
+                        "type": "integer",
+                        "description": "Unix timestamp when the response was created"
+                    },
+                    "error": {
+                        "$ref": "#/components/schemas/OpenAIResponseError",
+                        "description": "(Optional) Error details if the response generation failed"
+                    },
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for this response"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "Model identifier used for generation"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "response",
+                        "default": "response",
+                        "description": "Object type identifier, always \"response\""
+                    },
+                    "output": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseOutput"
+                        },
+                        "description": "List of generated output items (messages, tool calls, etc.)"
+                    },
+                    "parallel_tool_calls": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Whether tool calls can be executed in parallel"
+                    },
+                    "previous_response_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the previous response in a conversation"
+                    },
+                    "prompt": {
+                        "$ref": "#/components/schemas/OpenAIResponsePrompt",
+                        "description": "(Optional) Reference to a prompt template and its variables."
+                    },
+                    "status": {
+                        "type": "string",
+                        "description": "Current status of the response generation"
+                    },
+                    "temperature": {
+                        "type": "number",
+                        "description": "(Optional) Sampling temperature used for generation"
+                    },
+                    "text": {
+                        "$ref": "#/components/schemas/OpenAIResponseText",
+                        "description": "Text formatting configuration for the response"
+                    },
+                    "top_p": {
+                        "type": "number",
+                        "description": "(Optional) Nucleus sampling parameter used for generation"
+                    },
+                    "tools": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseTool"
+                        },
+                        "description": "(Optional) An array of tools the model may call while generating a response."
+                    },
+                    "tool_choice": {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolChoice",
+                        "description": "(Optional) Tool choice configuration for the response."
+                    },
+                    "truncation": {
+                        "type": "string",
+                        "description": "(Optional) Truncation strategy applied to the response"
+                    },
+                    "usage": {
+                        "$ref": "#/components/schemas/OpenAIResponseUsage",
+                        "description": "(Optional) Token usage information for the response"
+                    },
+                    "instructions": {
+                        "type": "string",
+                        "description": "(Optional) System message inserted into the model's context"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "created_at",
+                    "id",
+                    "model",
+                    "object",
+                    "output",
+                    "parallel_tool_calls",
+                    "status",
+                    "text"
+                ],
+                "title": "OpenAIResponseObject",
+                "description": "Complete OpenAI response object containing generation results and metadata."
+            },
+            "OpenAIResponseContentPartOutputText": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "output_text",
+                        "default": "output_text",
+                        "description": "Content part type identifier, always \"output_text\""
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "Text emitted for this content part"
+                    },
+                    "annotations": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseAnnotations"
+                        },
+                        "description": "Structured annotations associated with the text"
+                    },
+                    "logprobs": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "(Optional) Token log probability details"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "text",
+                    "annotations"
+                ],
+                "title": "OpenAIResponseContentPartOutputText",
+                "description": "Text content within a streamed response part."
+            },
+            "OpenAIResponseContentPartReasoningSummary": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "summary_text",
+                        "default": "summary_text",
+                        "description": "Content part type identifier, always \"summary_text\""
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "Summary text"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "text"
+                ],
+                "title": "OpenAIResponseContentPartReasoningSummary",
+                "description": "Reasoning summary part in a streamed response."
+            },
+            "OpenAIResponseContentPartReasoningText": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "reasoning_text",
+                        "default": "reasoning_text",
+                        "description": "Content part type identifier, always \"reasoning_text\""
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "Reasoning text supplied by the model"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "text"
+                ],
+                "title": "OpenAIResponseContentPartReasoningText",
+                "description": "Reasoning text emitted as part of a streamed response."
+            },
+            "OpenAIResponseObjectStream": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseCreated"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseInProgress"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputItemAdded"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputItemDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextDelta"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseFunctionCallArgumentsDelta"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseFunctionCallArgumentsDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallInProgress"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallSearching"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallCompleted"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsInProgress"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsFailed"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsCompleted"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallArgumentsDelta"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallArgumentsDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallInProgress"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallFailed"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallCompleted"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseContentPartAdded"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseContentPartDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningTextDelta"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningTextDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryPartAdded"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryPartDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryTextDelta"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryTextDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseRefusalDelta"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseRefusalDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextAnnotationAdded"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallInProgress"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallSearching"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallCompleted"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseIncomplete"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseFailed"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseCompleted"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "response.created": "#/components/schemas/OpenAIResponseObjectStreamResponseCreated",
+                        "response.in_progress": "#/components/schemas/OpenAIResponseObjectStreamResponseInProgress",
+                        "response.output_item.added": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputItemAdded",
+                        "response.output_item.done": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputItemDone",
+                        "response.output_text.delta": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextDelta",
+                        "response.output_text.done": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextDone",
+                        "response.function_call_arguments.delta": "#/components/schemas/OpenAIResponseObjectStreamResponseFunctionCallArgumentsDelta",
+                        "response.function_call_arguments.done": "#/components/schemas/OpenAIResponseObjectStreamResponseFunctionCallArgumentsDone",
+                        "response.web_search_call.in_progress": "#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallInProgress",
+                        "response.web_search_call.searching": "#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallSearching",
+                        "response.web_search_call.completed": "#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallCompleted",
+                        "response.mcp_list_tools.in_progress": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsInProgress",
+                        "response.mcp_list_tools.failed": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsFailed",
+                        "response.mcp_list_tools.completed": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsCompleted",
+                        "response.mcp_call.arguments.delta": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallArgumentsDelta",
+                        "response.mcp_call.arguments.done": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallArgumentsDone",
+                        "response.mcp_call.in_progress": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallInProgress",
+                        "response.mcp_call.failed": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallFailed",
+                        "response.mcp_call.completed": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallCompleted",
+                        "response.content_part.added": "#/components/schemas/OpenAIResponseObjectStreamResponseContentPartAdded",
+                        "response.content_part.done": "#/components/schemas/OpenAIResponseObjectStreamResponseContentPartDone",
+                        "response.reasoning_text.delta": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningTextDelta",
+                        "response.reasoning_text.done": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningTextDone",
+                        "response.reasoning_summary_part.added": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryPartAdded",
+                        "response.reasoning_summary_part.done": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryPartDone",
+                        "response.reasoning_summary_text.delta": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryTextDelta",
+                        "response.reasoning_summary_text.done": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryTextDone",
+                        "response.refusal.delta": "#/components/schemas/OpenAIResponseObjectStreamResponseRefusalDelta",
+                        "response.refusal.done": "#/components/schemas/OpenAIResponseObjectStreamResponseRefusalDone",
+                        "response.output_text.annotation.added": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextAnnotationAdded",
+                        "response.file_search_call.in_progress": "#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallInProgress",
+                        "response.file_search_call.searching": "#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallSearching",
+                        "response.file_search_call.completed": "#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallCompleted",
+                        "response.incomplete": "#/components/schemas/OpenAIResponseObjectStreamResponseIncomplete",
+                        "response.failed": "#/components/schemas/OpenAIResponseObjectStreamResponseFailed",
+                        "response.completed": "#/components/schemas/OpenAIResponseObjectStreamResponseCompleted"
+                    }
+                }
+            },
+            "OpenAIResponseObjectStreamResponseCompleted": {
+                "type": "object",
+                "properties": {
+                    "response": {
+                        "$ref": "#/components/schemas/OpenAIResponseObject",
+                        "description": "Completed response object"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.completed",
+                        "default": "response.completed",
+                        "description": "Event type identifier, always \"response.completed\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseCompleted",
+                "description": "Streaming event indicating a response has been completed."
+            },
+            "OpenAIResponseObjectStreamResponseContentPartAdded": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the part within the content array"
+                    },
+                    "response_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the response containing this content"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item containing this content part"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item in the response"
+                    },
+                    "part": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseContentPartOutputText"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseContentPartRefusal"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseContentPartReasoningText"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "output_text": "#/components/schemas/OpenAIResponseContentPartOutputText",
+                                "refusal": "#/components/schemas/OpenAIResponseContentPartRefusal",
+                                "reasoning_text": "#/components/schemas/OpenAIResponseContentPartReasoningText"
+                            }
+                        },
+                        "description": "The content part that was added"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.content_part.added",
+                        "default": "response.content_part.added",
+                        "description": "Event type identifier, always \"response.content_part.added\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "response_id",
+                    "item_id",
+                    "output_index",
+                    "part",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseContentPartAdded",
+                "description": "Streaming event for when a new content part is added to a response item."
+            },
+            "OpenAIResponseObjectStreamResponseContentPartDone": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the part within the content array"
+                    },
+                    "response_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the response containing this content"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item containing this content part"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item in the response"
+                    },
+                    "part": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseContentPartOutputText"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseContentPartRefusal"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseContentPartReasoningText"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "output_text": "#/components/schemas/OpenAIResponseContentPartOutputText",
+                                "refusal": "#/components/schemas/OpenAIResponseContentPartRefusal",
+                                "reasoning_text": "#/components/schemas/OpenAIResponseContentPartReasoningText"
+                            }
+                        },
+                        "description": "The completed content part"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.content_part.done",
+                        "default": "response.content_part.done",
+                        "description": "Event type identifier, always \"response.content_part.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "response_id",
+                    "item_id",
+                    "output_index",
+                    "part",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseContentPartDone",
+                "description": "Streaming event for when a content part is completed."
+            },
+            "OpenAIResponseObjectStreamResponseCreated": {
+                "type": "object",
+                "properties": {
+                    "response": {
+                        "$ref": "#/components/schemas/OpenAIResponseObject",
+                        "description": "The response object that was created"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.created",
+                        "default": "response.created",
+                        "description": "Event type identifier, always \"response.created\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseCreated",
+                "description": "Streaming event indicating a new response has been created."
+            },
+            "OpenAIResponseObjectStreamResponseFailed": {
+                "type": "object",
+                "properties": {
+                    "response": {
+                        "$ref": "#/components/schemas/OpenAIResponseObject",
+                        "description": "Response object describing the failure"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.failed",
+                        "default": "response.failed",
+                        "description": "Event type identifier, always \"response.failed\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseFailed",
+                "description": "Streaming event emitted when a response fails."
+            },
+            "OpenAIResponseObjectStreamResponseFileSearchCallCompleted": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the completed file search call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.file_search_call.completed",
+                        "default": "response.file_search_call.completed",
+                        "description": "Event type identifier, always \"response.file_search_call.completed\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseFileSearchCallCompleted",
+                "description": "Streaming event for completed file search calls."
+            },
+            "OpenAIResponseObjectStreamResponseFileSearchCallInProgress": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the file search call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.file_search_call.in_progress",
+                        "default": "response.file_search_call.in_progress",
+                        "description": "Event type identifier, always \"response.file_search_call.in_progress\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseFileSearchCallInProgress",
+                "description": "Streaming event for file search calls in progress."
+            },
+            "OpenAIResponseObjectStreamResponseFileSearchCallSearching": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the file search call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.file_search_call.searching",
+                        "default": "response.file_search_call.searching",
+                        "description": "Event type identifier, always \"response.file_search_call.searching\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseFileSearchCallSearching",
+                "description": "Streaming event for file search currently searching."
+            },
+            "OpenAIResponseObjectStreamResponseFunctionCallArgumentsDelta": {
+                "type": "object",
+                "properties": {
+                    "delta": {
+                        "type": "string",
+                        "description": "Incremental function call arguments being added"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the function call being updated"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.function_call_arguments.delta",
+                        "default": "response.function_call_arguments.delta",
+                        "description": "Event type identifier, always \"response.function_call_arguments.delta\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "delta",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseFunctionCallArgumentsDelta",
+                "description": "Streaming event for incremental function call argument updates."
+            },
+            "OpenAIResponseObjectStreamResponseFunctionCallArgumentsDone": {
+                "type": "object",
+                "properties": {
+                    "arguments": {
+                        "type": "string",
+                        "description": "Final complete arguments JSON string for the function call"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the completed function call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.function_call_arguments.done",
+                        "default": "response.function_call_arguments.done",
+                        "description": "Event type identifier, always \"response.function_call_arguments.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "arguments",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseFunctionCallArgumentsDone",
+                "description": "Streaming event for when function call arguments are completed."
+            },
+            "OpenAIResponseObjectStreamResponseInProgress": {
+                "type": "object",
+                "properties": {
+                    "response": {
+                        "$ref": "#/components/schemas/OpenAIResponseObject",
+                        "description": "Current response state while in progress"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.in_progress",
+                        "default": "response.in_progress",
+                        "description": "Event type identifier, always \"response.in_progress\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseInProgress",
+                "description": "Streaming event indicating the response remains in progress."
+            },
+            "OpenAIResponseObjectStreamResponseIncomplete": {
+                "type": "object",
+                "properties": {
+                    "response": {
+                        "$ref": "#/components/schemas/OpenAIResponseObject",
+                        "description": "Response object describing the incomplete state"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.incomplete",
+                        "default": "response.incomplete",
+                        "description": "Event type identifier, always \"response.incomplete\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseIncomplete",
+                "description": "Streaming event emitted when a response ends in an incomplete state."
+            },
+            "OpenAIResponseObjectStreamResponseMcpCallArgumentsDelta": {
+                "type": "object",
+                "properties": {
+                    "delta": {
+                        "type": "string"
+                    },
+                    "item_id": {
+                        "type": "string"
+                    },
+                    "output_index": {
+                        "type": "integer"
+                    },
+                    "sequence_number": {
+                        "type": "integer"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_call.arguments.delta",
+                        "default": "response.mcp_call.arguments.delta"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "delta",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpCallArgumentsDelta"
+            },
+            "OpenAIResponseObjectStreamResponseMcpCallArgumentsDone": {
+                "type": "object",
+                "properties": {
+                    "arguments": {
+                        "type": "string"
+                    },
+                    "item_id": {
+                        "type": "string"
+                    },
+                    "output_index": {
+                        "type": "integer"
+                    },
+                    "sequence_number": {
+                        "type": "integer"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_call.arguments.done",
+                        "default": "response.mcp_call.arguments.done"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "arguments",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpCallArgumentsDone"
+            },
+            "OpenAIResponseObjectStreamResponseMcpCallCompleted": {
+                "type": "object",
+                "properties": {
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_call.completed",
+                        "default": "response.mcp_call.completed",
+                        "description": "Event type identifier, always \"response.mcp_call.completed\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpCallCompleted",
+                "description": "Streaming event for completed MCP calls."
+            },
+            "OpenAIResponseObjectStreamResponseMcpCallFailed": {
+                "type": "object",
+                "properties": {
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_call.failed",
+                        "default": "response.mcp_call.failed",
+                        "description": "Event type identifier, always \"response.mcp_call.failed\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpCallFailed",
+                "description": "Streaming event for failed MCP calls."
+            },
+            "OpenAIResponseObjectStreamResponseMcpCallInProgress": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the MCP call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_call.in_progress",
+                        "default": "response.mcp_call.in_progress",
+                        "description": "Event type identifier, always \"response.mcp_call.in_progress\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpCallInProgress",
+                "description": "Streaming event for MCP calls in progress."
+            },
+            "OpenAIResponseObjectStreamResponseMcpListToolsCompleted": {
+                "type": "object",
+                "properties": {
+                    "sequence_number": {
+                        "type": "integer"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_list_tools.completed",
+                        "default": "response.mcp_list_tools.completed"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpListToolsCompleted"
+            },
+            "OpenAIResponseObjectStreamResponseMcpListToolsFailed": {
+                "type": "object",
+                "properties": {
+                    "sequence_number": {
+                        "type": "integer"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_list_tools.failed",
+                        "default": "response.mcp_list_tools.failed"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpListToolsFailed"
+            },
+            "OpenAIResponseObjectStreamResponseMcpListToolsInProgress": {
+                "type": "object",
+                "properties": {
+                    "sequence_number": {
+                        "type": "integer"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_list_tools.in_progress",
+                        "default": "response.mcp_list_tools.in_progress"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpListToolsInProgress"
+            },
+            "OpenAIResponseObjectStreamResponseOutputItemAdded": {
+                "type": "object",
+                "properties": {
+                    "response_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the response containing this output"
+                    },
+                    "item": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseMessage"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "message": "#/components/schemas/OpenAIResponseMessage",
+                                "web_search_call": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall",
+                                "file_search_call": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall",
+                                "function_call": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall",
+                                "mcp_call": "#/components/schemas/OpenAIResponseOutputMessageMCPCall",
+                                "mcp_list_tools": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools",
+                                "mcp_approval_request": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
+                            }
+                        },
+                        "description": "The output item that was added (message, tool call, etc.)"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of this item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.output_item.added",
+                        "default": "response.output_item.added",
+                        "description": "Event type identifier, always \"response.output_item.added\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response_id",
+                    "item",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseOutputItemAdded",
+                "description": "Streaming event for when a new output item is added to the response."
+            },
+            "OpenAIResponseObjectStreamResponseOutputItemDone": {
+                "type": "object",
+                "properties": {
+                    "response_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the response containing this output"
+                    },
+                    "item": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseMessage"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "message": "#/components/schemas/OpenAIResponseMessage",
+                                "web_search_call": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall",
+                                "file_search_call": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall",
+                                "function_call": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall",
+                                "mcp_call": "#/components/schemas/OpenAIResponseOutputMessageMCPCall",
+                                "mcp_list_tools": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools",
+                                "mcp_approval_request": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
+                            }
+                        },
+                        "description": "The completed output item (message, tool call, etc.)"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of this item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.output_item.done",
+                        "default": "response.output_item.done",
+                        "description": "Event type identifier, always \"response.output_item.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response_id",
+                    "item",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseOutputItemDone",
+                "description": "Streaming event for when an output item is completed."
+            },
+            "OpenAIResponseObjectStreamResponseOutputTextAnnotationAdded": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the item to which the annotation is being added"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item in the response's output array"
+                    },
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the content part within the output item"
+                    },
+                    "annotation_index": {
+                        "type": "integer",
+                        "description": "Index of the annotation within the content part"
+                    },
+                    "annotation": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseAnnotationFileCitation"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseAnnotationCitation"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseAnnotationContainerFileCitation"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseAnnotationFilePath"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "file_citation": "#/components/schemas/OpenAIResponseAnnotationFileCitation",
+                                "url_citation": "#/components/schemas/OpenAIResponseAnnotationCitation",
+                                "container_file_citation": "#/components/schemas/OpenAIResponseAnnotationContainerFileCitation",
+                                "file_path": "#/components/schemas/OpenAIResponseAnnotationFilePath"
+                            }
+                        },
+                        "description": "The annotation object being added"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.output_text.annotation.added",
+                        "default": "response.output_text.annotation.added",
+                        "description": "Event type identifier, always \"response.output_text.annotation.added\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "content_index",
+                    "annotation_index",
+                    "annotation",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseOutputTextAnnotationAdded",
+                "description": "Streaming event for when an annotation is added to output text."
+            },
+            "OpenAIResponseObjectStreamResponseOutputTextDelta": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position within the text content"
+                    },
+                    "delta": {
+                        "type": "string",
+                        "description": "Incremental text content being added"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item being updated"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.output_text.delta",
+                        "default": "response.output_text.delta",
+                        "description": "Event type identifier, always \"response.output_text.delta\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "delta",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseOutputTextDelta",
+                "description": "Streaming event for incremental text content updates."
+            },
+            "OpenAIResponseObjectStreamResponseOutputTextDone": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position within the text content"
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "Final complete text content of the output item"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the completed output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.output_text.done",
+                        "default": "response.output_text.done",
+                        "description": "Event type identifier, always \"response.output_text.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "text",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseOutputTextDone",
+                "description": "Streaming event for when text output is completed."
+            },
+            "OpenAIResponseObjectStreamResponseReasoningSummaryPartAdded": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item"
+                    },
+                    "part": {
+                        "$ref": "#/components/schemas/OpenAIResponseContentPartReasoningSummary",
+                        "description": "The summary part that was added"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "summary_index": {
+                        "type": "integer",
+                        "description": "Index of the summary part within the reasoning summary"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.reasoning_summary_part.added",
+                        "default": "response.reasoning_summary_part.added",
+                        "description": "Event type identifier, always \"response.reasoning_summary_part.added\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "part",
+                    "sequence_number",
+                    "summary_index",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseReasoningSummaryPartAdded",
+                "description": "Streaming event for when a new reasoning summary part is added."
+            },
+            "OpenAIResponseObjectStreamResponseReasoningSummaryPartDone": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item"
+                    },
+                    "part": {
+                        "$ref": "#/components/schemas/OpenAIResponseContentPartReasoningSummary",
+                        "description": "The completed summary part"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "summary_index": {
+                        "type": "integer",
+                        "description": "Index of the summary part within the reasoning summary"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.reasoning_summary_part.done",
+                        "default": "response.reasoning_summary_part.done",
+                        "description": "Event type identifier, always \"response.reasoning_summary_part.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "part",
+                    "sequence_number",
+                    "summary_index",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseReasoningSummaryPartDone",
+                "description": "Streaming event for when a reasoning summary part is completed."
+            },
+            "OpenAIResponseObjectStreamResponseReasoningSummaryTextDelta": {
+                "type": "object",
+                "properties": {
+                    "delta": {
+                        "type": "string",
+                        "description": "Incremental summary text being added"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "summary_index": {
+                        "type": "integer",
+                        "description": "Index of the summary part within the reasoning summary"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.reasoning_summary_text.delta",
+                        "default": "response.reasoning_summary_text.delta",
+                        "description": "Event type identifier, always \"response.reasoning_summary_text.delta\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "delta",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "summary_index",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseReasoningSummaryTextDelta",
+                "description": "Streaming event for incremental reasoning summary text updates."
+            },
+            "OpenAIResponseObjectStreamResponseReasoningSummaryTextDone": {
+                "type": "object",
+                "properties": {
+                    "text": {
+                        "type": "string",
+                        "description": "Final complete summary text"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "summary_index": {
+                        "type": "integer",
+                        "description": "Index of the summary part within the reasoning summary"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.reasoning_summary_text.done",
+                        "default": "response.reasoning_summary_text.done",
+                        "description": "Event type identifier, always \"response.reasoning_summary_text.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "text",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "summary_index",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseReasoningSummaryTextDone",
+                "description": "Streaming event for when reasoning summary text is completed."
+            },
+            "OpenAIResponseObjectStreamResponseReasoningTextDelta": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the reasoning content part"
+                    },
+                    "delta": {
+                        "type": "string",
+                        "description": "Incremental reasoning text being added"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item being updated"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.reasoning_text.delta",
+                        "default": "response.reasoning_text.delta",
+                        "description": "Event type identifier, always \"response.reasoning_text.delta\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "delta",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseReasoningTextDelta",
+                "description": "Streaming event for incremental reasoning text updates."
+            },
+            "OpenAIResponseObjectStreamResponseReasoningTextDone": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the reasoning content part"
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "Final complete reasoning text"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the completed output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.reasoning_text.done",
+                        "default": "response.reasoning_text.done",
+                        "description": "Event type identifier, always \"response.reasoning_text.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "text",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseReasoningTextDone",
+                "description": "Streaming event for when reasoning text is completed."
+            },
+            "OpenAIResponseObjectStreamResponseRefusalDelta": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the content part"
+                    },
+                    "delta": {
+                        "type": "string",
+                        "description": "Incremental refusal text being added"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.refusal.delta",
+                        "default": "response.refusal.delta",
+                        "description": "Event type identifier, always \"response.refusal.delta\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "delta",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseRefusalDelta",
+                "description": "Streaming event for incremental refusal text updates."
+            },
+            "OpenAIResponseObjectStreamResponseRefusalDone": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the content part"
+                    },
+                    "refusal": {
+                        "type": "string",
+                        "description": "Final complete refusal text"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.refusal.done",
+                        "default": "response.refusal.done",
+                        "description": "Event type identifier, always \"response.refusal.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "refusal",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseRefusalDone",
+                "description": "Streaming event for when refusal text is completed."
+            },
+            "OpenAIResponseObjectStreamResponseWebSearchCallCompleted": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the completed web search call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.web_search_call.completed",
+                        "default": "response.web_search_call.completed",
+                        "description": "Event type identifier, always \"response.web_search_call.completed\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseWebSearchCallCompleted",
+                "description": "Streaming event for completed web search calls."
+            },
+            "OpenAIResponseObjectStreamResponseWebSearchCallInProgress": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the web search call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.web_search_call.in_progress",
+                        "default": "response.web_search_call.in_progress",
+                        "description": "Event type identifier, always \"response.web_search_call.in_progress\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseWebSearchCallInProgress",
+                "description": "Streaming event for web search calls in progress."
+            },
+            "OpenAIResponseObjectStreamResponseWebSearchCallSearching": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string"
+                    },
+                    "output_index": {
+                        "type": "integer"
+                    },
+                    "sequence_number": {
+                        "type": "integer"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.web_search_call.searching",
+                        "default": "response.web_search_call.searching"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseWebSearchCallSearching"
+            },
+            "OpenAIDeleteResponseObject": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier of the deleted response"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "response",
+                        "default": "response",
+                        "description": "Object type identifier, always \"response\""
+                    },
+                    "deleted": {
+                        "type": "boolean",
+                        "default": true,
+                        "description": "Deletion confirmation flag, always True"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "deleted"
+                ],
+                "title": "OpenAIDeleteResponseObject",
+                "description": "Response object confirming deletion of an OpenAI response."
+            },
+            "ListOpenAIResponseInputItem": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseInput"
+                        },
+                        "description": "List of input items"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "list",
+                        "default": "list",
+                        "description": "Object type identifier, always \"list\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data",
+                    "object"
+                ],
+                "title": "ListOpenAIResponseInputItem",
+                "description": "List container for OpenAI response input items."
+            },
+            "RunShieldRequest": {
+                "type": "object",
+                "properties": {
+                    "shield_id": {
+                        "type": "string",
+                        "description": "The identifier of the shield to run."
+                    },
+                    "messages": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIMessageParam"
+                        },
+                        "description": "The messages to run the shield on."
+                    },
+                    "params": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The parameters of the shield."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "shield_id",
+                    "messages",
+                    "params"
+                ],
+                "title": "RunShieldRequest"
+            },
+            "RunShieldResponse": {
+                "type": "object",
+                "properties": {
+                    "violation": {
+                        "$ref": "#/components/schemas/SafetyViolation",
+                        "description": "(Optional) Safety violation detected by the shield, if any"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "RunShieldResponse",
+                "description": "Response from running a safety shield."
+            },
+            "SafetyViolation": {
+                "type": "object",
+                "properties": {
+                    "violation_level": {
+                        "$ref": "#/components/schemas/ViolationLevel",
+                        "description": "Severity level of the violation"
+                    },
+                    "user_message": {
+                        "type": "string",
+                        "description": "(Optional) Message to convey to the user about the violation"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Additional metadata including specific violation codes for debugging and telemetry"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "violation_level",
+                    "metadata"
+                ],
+                "title": "SafetyViolation",
+                "description": "Details of a safety violation detected by content moderation."
+            },
+            "ViolationLevel": {
+                "type": "string",
+                "enum": [
+                    "info",
+                    "warn",
+                    "error"
+                ],
+                "title": "ViolationLevel",
+                "description": "Severity level of a safety violation."
+            },
+            "AgentTurnInputType": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "agent_turn_input",
+                        "default": "agent_turn_input",
+                        "description": "Discriminator type. Always \"agent_turn_input\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "AgentTurnInputType",
+                "description": "Parameter type for agent turn input."
+            },
+            "AggregationFunctionType": {
+                "type": "string",
+                "enum": [
+                    "average",
+                    "weighted_average",
+                    "median",
+                    "categorical_count",
+                    "accuracy"
+                ],
+                "title": "AggregationFunctionType",
+                "description": "Types of aggregation functions for scoring results."
+            },
+            "ArrayType": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "array",
+                        "default": "array",
+                        "description": "Discriminator type. Always \"array\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "ArrayType",
+                "description": "Parameter type for array values."
+            },
+            "BasicScoringFnParams": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "$ref": "#/components/schemas/ScoringFnParamsType",
+                        "const": "basic",
+                        "default": "basic",
+                        "description": "The type of scoring function parameters, always basic"
+                    },
+                    "aggregation_functions": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/AggregationFunctionType"
+                        },
+                        "description": "Aggregation functions to apply to the scores of each row"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "aggregation_functions"
+                ],
+                "title": "BasicScoringFnParams",
+                "description": "Parameters for basic scoring function configuration."
+            },
+            "BooleanType": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "boolean",
+                        "default": "boolean",
+                        "description": "Discriminator type. Always \"boolean\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "BooleanType",
+                "description": "Parameter type for boolean values."
+            },
+            "ChatCompletionInputType": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "chat_completion_input",
+                        "default": "chat_completion_input",
+                        "description": "Discriminator type. Always \"chat_completion_input\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "ChatCompletionInputType",
+                "description": "Parameter type for chat completion input."
+            },
+            "CompletionInputType": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "completion_input",
+                        "default": "completion_input",
+                        "description": "Discriminator type. Always \"completion_input\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "CompletionInputType",
+                "description": "Parameter type for completion input."
+            },
+            "JsonType": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "json",
+                        "default": "json",
+                        "description": "Discriminator type. Always \"json\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "JsonType",
+                "description": "Parameter type for JSON values."
+            },
+            "LLMAsJudgeScoringFnParams": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "$ref": "#/components/schemas/ScoringFnParamsType",
+                        "const": "llm_as_judge",
+                        "default": "llm_as_judge",
+                        "description": "The type of scoring function parameters, always llm_as_judge"
+                    },
+                    "judge_model": {
+                        "type": "string",
+                        "description": "Identifier of the LLM model to use as a judge for scoring"
+                    },
+                    "prompt_template": {
+                        "type": "string",
+                        "description": "(Optional) Custom prompt template for the judge model"
+                    },
+                    "judge_score_regexes": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "Regexes to extract the answer from generated response"
+                    },
+                    "aggregation_functions": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/AggregationFunctionType"
+                        },
+                        "description": "Aggregation functions to apply to the scores of each row"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "judge_model",
+                    "judge_score_regexes",
+                    "aggregation_functions"
+                ],
+                "title": "LLMAsJudgeScoringFnParams",
+                "description": "Parameters for LLM-as-judge scoring function configuration."
+            },
+            "NumberType": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "number",
+                        "default": "number",
+                        "description": "Discriminator type. Always \"number\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "NumberType",
+                "description": "Parameter type for numeric values."
+            },
+            "ObjectType": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "object",
+                        "default": "object",
+                        "description": "Discriminator type. Always \"object\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "ObjectType",
+                "description": "Parameter type for object values."
+            },
+            "RegexParserScoringFnParams": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "$ref": "#/components/schemas/ScoringFnParamsType",
+                        "const": "regex_parser",
+                        "default": "regex_parser",
+                        "description": "The type of scoring function parameters, always regex_parser"
+                    },
+                    "parsing_regexes": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "Regex to extract the answer from generated response"
+                    },
+                    "aggregation_functions": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/AggregationFunctionType"
+                        },
+                        "description": "Aggregation functions to apply to the scores of each row"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "parsing_regexes",
+                    "aggregation_functions"
+                ],
+                "title": "RegexParserScoringFnParams",
+                "description": "Parameters for regex parser scoring function configuration."
+            },
+            "ScoringFn": {
+                "type": "object",
+                "properties": {
+                    "identifier": {
+                        "type": "string"
+                    },
+                    "provider_resource_id": {
+                        "type": "string"
+                    },
+                    "provider_id": {
+                        "type": "string"
+                    },
+                    "type": {
+                        "type": "string",
+                        "enum": [
+                            "model",
+                            "shield",
+                            "vector_store",
+                            "dataset",
+                            "scoring_function",
+                            "benchmark",
+                            "tool",
+                            "tool_group",
+                            "prompt"
+                        ],
+                        "const": "scoring_function",
+                        "default": "scoring_function",
+                        "description": "The resource type, always scoring_function"
+                    },
+                    "description": {
+                        "type": "string"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        }
+                    },
+                    "return_type": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/StringType"
+                            },
+                            {
+                                "$ref": "#/components/schemas/NumberType"
+                            },
+                            {
+                                "$ref": "#/components/schemas/BooleanType"
+                            },
+                            {
+                                "$ref": "#/components/schemas/ArrayType"
+                            },
+                            {
+                                "$ref": "#/components/schemas/ObjectType"
+                            },
+                            {
+                                "$ref": "#/components/schemas/JsonType"
+                            },
+                            {
+                                "$ref": "#/components/schemas/UnionType"
+                            },
+                            {
+                                "$ref": "#/components/schemas/ChatCompletionInputType"
+                            },
+                            {
+                                "$ref": "#/components/schemas/CompletionInputType"
+                            },
+                            {
+                                "$ref": "#/components/schemas/AgentTurnInputType"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "string": "#/components/schemas/StringType",
+                                "number": "#/components/schemas/NumberType",
+                                "boolean": "#/components/schemas/BooleanType",
+                                "array": "#/components/schemas/ArrayType",
+                                "object": "#/components/schemas/ObjectType",
+                                "json": "#/components/schemas/JsonType",
+                                "union": "#/components/schemas/UnionType",
+                                "chat_completion_input": "#/components/schemas/ChatCompletionInputType",
+                                "completion_input": "#/components/schemas/CompletionInputType",
+                                "agent_turn_input": "#/components/schemas/AgentTurnInputType"
+                            }
+                        }
+                    },
+                    "params": {
+                        "$ref": "#/components/schemas/ScoringFnParams"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "identifier",
+                    "provider_id",
+                    "type",
+                    "metadata",
+                    "return_type"
+                ],
+                "title": "ScoringFn",
+                "description": "A scoring function resource for evaluating model outputs."
+            },
+            "ScoringFnParams": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/LLMAsJudgeScoringFnParams"
+                    },
+                    {
+                        "$ref": "#/components/schemas/RegexParserScoringFnParams"
+                    },
+                    {
+                        "$ref": "#/components/schemas/BasicScoringFnParams"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "llm_as_judge": "#/components/schemas/LLMAsJudgeScoringFnParams",
+                        "regex_parser": "#/components/schemas/RegexParserScoringFnParams",
+                        "basic": "#/components/schemas/BasicScoringFnParams"
+                    }
+                }
+            },
+            "ScoringFnParamsType": {
+                "type": "string",
+                "enum": [
+                    "llm_as_judge",
+                    "regex_parser",
+                    "basic"
+                ],
+                "title": "ScoringFnParamsType",
+                "description": "Types of scoring function parameter configurations."
+            },
+            "StringType": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "string",
+                        "default": "string",
+                        "description": "Discriminator type. Always \"string\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "StringType",
+                "description": "Parameter type for string values."
+            },
+            "UnionType": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "union",
+                        "default": "union",
+                        "description": "Discriminator type. Always \"union\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "UnionType",
+                "description": "Parameter type for union values."
+            },
+            "ListScoringFunctionsResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ScoringFn"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListScoringFunctionsResponse"
+            },
+            "ParamType": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/StringType"
+                    },
+                    {
+                        "$ref": "#/components/schemas/NumberType"
+                    },
+                    {
+                        "$ref": "#/components/schemas/BooleanType"
+                    },
+                    {
+                        "$ref": "#/components/schemas/ArrayType"
+                    },
+                    {
+                        "$ref": "#/components/schemas/ObjectType"
+                    },
+                    {
+                        "$ref": "#/components/schemas/JsonType"
+                    },
+                    {
+                        "$ref": "#/components/schemas/UnionType"
+                    },
+                    {
+                        "$ref": "#/components/schemas/ChatCompletionInputType"
+                    },
+                    {
+                        "$ref": "#/components/schemas/CompletionInputType"
+                    },
+                    {
+                        "$ref": "#/components/schemas/AgentTurnInputType"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "string": "#/components/schemas/StringType",
+                        "number": "#/components/schemas/NumberType",
+                        "boolean": "#/components/schemas/BooleanType",
+                        "array": "#/components/schemas/ArrayType",
+                        "object": "#/components/schemas/ObjectType",
+                        "json": "#/components/schemas/JsonType",
+                        "union": "#/components/schemas/UnionType",
+                        "chat_completion_input": "#/components/schemas/ChatCompletionInputType",
+                        "completion_input": "#/components/schemas/CompletionInputType",
+                        "agent_turn_input": "#/components/schemas/AgentTurnInputType"
+                    }
+                }
+            },
+            "RegisterScoringFunctionRequest": {
+                "type": "object",
+                "properties": {
+                    "scoring_fn_id": {
+                        "type": "string",
+                        "description": "The ID of the scoring function to register."
+                    },
+                    "description": {
+                        "type": "string",
+                        "description": "The description of the scoring function."
+                    },
+                    "return_type": {
+                        "$ref": "#/components/schemas/ParamType",
+                        "description": "The return type of the scoring function."
+                    },
+                    "provider_scoring_fn_id": {
+                        "type": "string",
+                        "description": "The ID of the provider scoring function to use for the scoring function."
+                    },
+                    "provider_id": {
+                        "type": "string",
+                        "description": "The ID of the provider to use for the scoring function."
+                    },
+                    "params": {
+                        "$ref": "#/components/schemas/ScoringFnParams",
+                        "description": "The parameters for the scoring function for benchmark eval, these can be overridden for app eval."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "scoring_fn_id",
+                    "description",
+                    "return_type"
+                ],
+                "title": "RegisterScoringFunctionRequest"
+            },
+            "ScoreRequest": {
+                "type": "object",
+                "properties": {
+                    "input_rows": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "The rows to score."
+                    },
+                    "scoring_functions": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "$ref": "#/components/schemas/ScoringFnParams"
+                                },
+                                {
+                                    "type": "null"
+                                }
+                            ]
+                        },
+                        "description": "The scoring functions to use for the scoring."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "input_rows",
+                    "scoring_functions"
+                ],
+                "title": "ScoreRequest"
+            },
+            "ScoreResponse": {
+                "type": "object",
+                "properties": {
+                    "results": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "$ref": "#/components/schemas/ScoringResult"
+                        },
+                        "description": "A map of scoring function name to ScoringResult."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "results"
+                ],
+                "title": "ScoreResponse",
+                "description": "The response from scoring."
+            },
+            "ScoringResult": {
+                "type": "object",
+                "properties": {
+                    "score_rows": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "The scoring result for each row. Each row is a map of column name to value."
+                    },
+                    "aggregated_results": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Map of metric name to aggregated value"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "score_rows",
+                    "aggregated_results"
+                ],
+                "title": "ScoringResult",
+                "description": "A scoring result for a single row."
+            },
+            "ScoreBatchRequest": {
+                "type": "object",
+                "properties": {
+                    "dataset_id": {
+                        "type": "string",
+                        "description": "The ID of the dataset to score."
+                    },
+                    "scoring_functions": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "$ref": "#/components/schemas/ScoringFnParams"
+                                },
+                                {
+                                    "type": "null"
+                                }
+                            ]
+                        },
+                        "description": "The scoring functions to use for the scoring."
+                    },
+                    "save_results_dataset": {
+                        "type": "boolean",
+                        "description": "Whether to save the results to a dataset."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "dataset_id",
+                    "scoring_functions",
+                    "save_results_dataset"
+                ],
+                "title": "ScoreBatchRequest"
+            },
+            "ScoreBatchResponse": {
+                "type": "object",
+                "properties": {
+                    "dataset_id": {
+                        "type": "string",
+                        "description": "(Optional) The identifier of the dataset that was scored"
+                    },
+                    "results": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "$ref": "#/components/schemas/ScoringResult"
+                        },
+                        "description": "A map of scoring function name to ScoringResult"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "results"
+                ],
+                "title": "ScoreBatchResponse",
+                "description": "Response from batch scoring operations on datasets."
+            },
+            "Shield": {
+                "type": "object",
+                "properties": {
+                    "identifier": {
+                        "type": "string"
+                    },
+                    "provider_resource_id": {
+                        "type": "string"
+                    },
+                    "provider_id": {
+                        "type": "string"
+                    },
+                    "type": {
+                        "type": "string",
+                        "enum": [
+                            "model",
+                            "shield",
+                            "vector_store",
+                            "dataset",
+                            "scoring_function",
+                            "benchmark",
+                            "tool",
+                            "tool_group",
+                            "prompt"
+                        ],
+                        "const": "shield",
+                        "default": "shield",
+                        "description": "The resource type, always shield"
+                    },
+                    "params": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Configuration parameters for the shield"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "identifier",
+                    "provider_id",
+                    "type"
+                ],
+                "title": "Shield",
+                "description": "A safety shield resource that can be used to check content."
+            },
+            "ListShieldsResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Shield"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListShieldsResponse"
+            },
+            "RegisterShieldRequest": {
+                "type": "object",
+                "properties": {
+                    "shield_id": {
+                        "type": "string",
+                        "description": "The identifier of the shield to register."
+                    },
+                    "provider_shield_id": {
+                        "type": "string",
+                        "description": "The identifier of the shield in the provider."
+                    },
+                    "provider_id": {
+                        "type": "string",
+                        "description": "The identifier of the provider."
+                    },
+                    "params": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The parameters of the shield."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "shield_id"
+                ],
+                "title": "RegisterShieldRequest"
+            },
+            "CompletionMessage": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "assistant",
+                        "default": "assistant",
+                        "description": "Must be \"assistant\" to identify this as the model's response"
+                    },
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The content of the model's response"
+                    },
+                    "stop_reason": {
+                        "type": "string",
+                        "enum": [
+                            "end_of_turn",
+                            "end_of_message",
+                            "out_of_tokens"
+                        ],
+                        "description": "Reason why the model stopped generating. Options are: - `StopReason.end_of_turn`: The model finished generating the entire response. - `StopReason.end_of_message`: The model finished generating but generated a partial response -- usually, a tool call. The user may call the tool and continue the conversation with the tool's response. - `StopReason.out_of_tokens`: The model ran out of token budget."
+                    },
+                    "tool_calls": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ToolCall"
+                        },
+                        "description": "List of tool calls. Each tool call is a ToolCall object."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "content",
+                    "stop_reason"
+                ],
+                "title": "CompletionMessage",
+                "description": "A message containing the model's (assistant) response in a chat conversation."
+            },
+            "ImageContentItem": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "image",
+                        "default": "image",
+                        "description": "Discriminator type of the content item. Always \"image\""
+                    },
+                    "image": {
+                        "type": "object",
+                        "properties": {
+                            "url": {
+                                "$ref": "#/components/schemas/URL",
+                                "description": "A URL of the image or data URL in the format of data:image/{type};base64,{data}. Note that URL could have length limits."
+                            },
+                            "data": {
+                                "type": "string",
+                                "contentEncoding": "base64",
+                                "description": "base64 encoded image data as string"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "description": "Image as a base64 encoded string or an URL"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "image"
+                ],
+                "title": "ImageContentItem",
+                "description": "A image content item"
+            },
+            "InterleavedContent": {
+                "oneOf": [
+                    {
+                        "type": "string"
+                    },
+                    {
+                        "$ref": "#/components/schemas/InterleavedContentItem"
+                    },
+                    {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/InterleavedContentItem"
+                        }
+                    }
+                ]
+            },
+            "InterleavedContentItem": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/ImageContentItem"
+                    },
+                    {
+                        "$ref": "#/components/schemas/TextContentItem"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "image": "#/components/schemas/ImageContentItem",
+                        "text": "#/components/schemas/TextContentItem"
+                    }
+                }
+            },
+            "Message": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/UserMessage"
+                    },
+                    {
+                        "$ref": "#/components/schemas/SystemMessage"
+                    },
+                    {
+                        "$ref": "#/components/schemas/ToolResponseMessage"
+                    },
+                    {
+                        "$ref": "#/components/schemas/CompletionMessage"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "role",
+                    "mapping": {
+                        "user": "#/components/schemas/UserMessage",
+                        "system": "#/components/schemas/SystemMessage",
+                        "tool": "#/components/schemas/ToolResponseMessage",
+                        "assistant": "#/components/schemas/CompletionMessage"
+                    }
+                }
+            },
+            "SystemMessage": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "system",
+                        "default": "system",
+                        "description": "Must be \"system\" to identify this as a system message"
+                    },
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The content of the \"system prompt\". If multiple system messages are provided, they are concatenated. The underlying Llama Stack code may also add other system messages (for example, for formatting tool definitions)."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "content"
+                ],
+                "title": "SystemMessage",
+                "description": "A system message providing instructions or context to the model."
+            },
+            "TextContentItem": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "text",
+                        "default": "text",
+                        "description": "Discriminator type of the content item. Always \"text\""
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "Text content"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "text"
+                ],
+                "title": "TextContentItem",
+                "description": "A text content item"
+            },
+            "ToolCall": {
+                "type": "object",
+                "properties": {
+                    "call_id": {
+                        "type": "string"
+                    },
+                    "tool_name": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "enum": [
+                                    "brave_search",
+                                    "wolfram_alpha",
+                                    "photogen",
+                                    "code_interpreter"
+                                ],
+                                "title": "BuiltinTool"
+                            },
+                            {
+                                "type": "string"
+                            }
+                        ]
+                    },
+                    "arguments": {
+                        "type": "string"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "call_id",
+                    "tool_name",
+                    "arguments"
+                ],
+                "title": "ToolCall"
+            },
+            "ToolResponseMessage": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "tool",
+                        "default": "tool",
+                        "description": "Must be \"tool\" to identify this as a tool response"
+                    },
+                    "call_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the tool call this response is for"
+                    },
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The response content from the tool"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "call_id",
+                    "content"
+                ],
+                "title": "ToolResponseMessage",
+                "description": "A message representing the result of a tool invocation."
+            },
+            "URL": {
+                "type": "object",
+                "properties": {
+                    "uri": {
+                        "type": "string",
+                        "description": "The URL string pointing to the resource"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "uri"
+                ],
+                "title": "URL",
+                "description": "A URL reference to external content."
+            },
+            "UserMessage": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "user",
+                        "default": "user",
+                        "description": "Must be \"user\" to identify this as a user message"
+                    },
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The content of the message, which can include text and other media"
+                    },
+                    "context": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "(Optional) This field is used internally by Llama Stack to pass RAG context. This field may be removed in the API in the future."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "content"
+                ],
+                "title": "UserMessage",
+                "description": "A message from the user in a chat conversation."
+            },
+            "SyntheticDataGenerateRequest": {
+                "type": "object",
+                "properties": {
+                    "dialogs": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Message"
+                        },
+                        "description": "List of conversation messages to use as input for synthetic data generation"
+                    },
+                    "filtering_function": {
+                        "type": "string",
+                        "enum": [
+                            "none",
+                            "random",
+                            "top_k",
+                            "top_p",
+                            "top_k_top_p",
+                            "sigmoid"
+                        ],
+                        "description": "Type of filtering to apply to generated synthetic data samples"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "(Optional) The identifier of the model to use. The model must be registered with Llama Stack and available via the /models endpoint"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "dialogs",
+                    "filtering_function"
+                ],
+                "title": "SyntheticDataGenerateRequest"
+            },
+            "SyntheticDataGenerationResponse": {
+                "type": "object",
+                "properties": {
+                    "synthetic_data": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "List of generated synthetic data samples that passed the filtering criteria"
+                    },
+                    "statistics": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Statistical information about the generation process and filtering results"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "synthetic_data"
+                ],
+                "title": "SyntheticDataGenerationResponse",
+                "description": "Response from the synthetic data generation. Batch of (prompt, response, score) tuples that pass the threshold."
+            },
+            "InvokeToolRequest": {
+                "type": "object",
+                "properties": {
+                    "tool_name": {
+                        "type": "string",
+                        "description": "The name of the tool to invoke."
+                    },
+                    "kwargs": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "A dictionary of arguments to pass to the tool."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "tool_name",
+                    "kwargs"
+                ],
+                "title": "InvokeToolRequest"
+            },
+            "ToolInvocationResult": {
+                "type": "object",
+                "properties": {
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "(Optional) The output content from the tool execution"
+                    },
+                    "error_message": {
+                        "type": "string",
+                        "description": "(Optional) Error message if the tool execution failed"
+                    },
+                    "error_code": {
+                        "type": "integer",
+                        "description": "(Optional) Numeric error code if the tool execution failed"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Additional metadata about the tool execution"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "ToolInvocationResult",
+                "description": "Result of a tool invocation."
+            },
+            "ToolDef": {
+                "type": "object",
+                "properties": {
+                    "toolgroup_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the tool group this tool belongs to"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "Name of the tool"
+                    },
+                    "description": {
+                        "type": "string",
+                        "description": "(Optional) Human-readable description of what the tool does"
+                    },
+                    "input_schema": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) JSON Schema for tool inputs (MCP inputSchema)"
+                    },
+                    "output_schema": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) JSON Schema for tool outputs (MCP outputSchema)"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Additional metadata about the tool"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "name"
+                ],
+                "title": "ToolDef",
+                "description": "Tool definition used in runtime contexts."
+            },
+            "ListToolDefsResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ToolDef"
+                        },
+                        "description": "List of tool definitions"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListToolDefsResponse",
+                "description": "Response containing a list of tool definitions."
+            },
+            "RAGDocument": {
+                "type": "object",
+                "properties": {
+                    "document_id": {
+                        "type": "string",
+                        "description": "The unique identifier for the document."
+                    },
+                    "content": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "$ref": "#/components/schemas/InterleavedContentItem"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/InterleavedContentItem"
+                                }
+                            },
+                            {
+                                "$ref": "#/components/schemas/URL"
+                            }
+                        ],
+                        "description": "The content of the document."
+                    },
+                    "mime_type": {
+                        "type": "string",
+                        "description": "The MIME type of the document."
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Additional metadata for the document."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "document_id",
+                    "content",
+                    "metadata"
+                ],
+                "title": "RAGDocument",
+                "description": "A document to be used for document ingestion in the RAG Tool."
+            },
+            "InsertRequest": {
+                "type": "object",
+                "properties": {
+                    "documents": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/RAGDocument"
+                        },
+                        "description": "List of documents to index in the RAG system"
+                    },
+                    "vector_store_id": {
+                        "type": "string",
+                        "description": "ID of the vector database to store the document embeddings"
+                    },
+                    "chunk_size_in_tokens": {
+                        "type": "integer",
+                        "description": "(Optional) Size in tokens for document chunking during indexing"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "documents",
+                    "vector_store_id",
+                    "chunk_size_in_tokens"
+                ],
+                "title": "InsertRequest"
+            },
+            "DefaultRAGQueryGeneratorConfig": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "default",
+                        "default": "default",
+                        "description": "Type of query generator, always 'default'"
+                    },
+                    "separator": {
+                        "type": "string",
+                        "default": " ",
+                        "description": "String separator used to join query terms"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "separator"
+                ],
+                "title": "DefaultRAGQueryGeneratorConfig",
+                "description": "Configuration for the default RAG query generator."
+            },
+            "LLMRAGQueryGeneratorConfig": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "llm",
+                        "default": "llm",
+                        "description": "Type of query generator, always 'llm'"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "Name of the language model to use for query generation"
+                    },
+                    "template": {
+                        "type": "string",
+                        "description": "Template string for formatting the query generation prompt"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "model",
+                    "template"
+                ],
+                "title": "LLMRAGQueryGeneratorConfig",
+                "description": "Configuration for the LLM-based RAG query generator."
+            },
+            "RAGQueryConfig": {
+                "type": "object",
+                "properties": {
+                    "query_generator_config": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/DefaultRAGQueryGeneratorConfig"
+                            },
+                            {
+                                "$ref": "#/components/schemas/LLMRAGQueryGeneratorConfig"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "default": "#/components/schemas/DefaultRAGQueryGeneratorConfig",
+                                "llm": "#/components/schemas/LLMRAGQueryGeneratorConfig"
+                            }
+                        },
+                        "description": "Configuration for the query generator."
+                    },
+                    "max_tokens_in_context": {
+                        "type": "integer",
+                        "default": 4096,
+                        "description": "Maximum number of tokens in the context."
+                    },
+                    "max_chunks": {
+                        "type": "integer",
+                        "default": 5,
+                        "description": "Maximum number of chunks to retrieve."
+                    },
+                    "chunk_template": {
+                        "type": "string",
+                        "default": "Result {index}\nContent: {chunk.content}\nMetadata: {metadata}\n",
+                        "description": "Template for formatting each retrieved chunk in the context. Available placeholders: {index} (1-based chunk ordinal), {chunk.content} (chunk content string), {metadata} (chunk metadata dict). Default: \"Result {index}\\nContent: {chunk.content}\\nMetadata: {metadata}\\n\""
+                    },
+                    "mode": {
+                        "$ref": "#/components/schemas/RAGSearchMode",
+                        "default": "vector",
+                        "description": "Search mode for retrieval—either \"vector\", \"keyword\", or \"hybrid\". Default \"vector\"."
+                    },
+                    "ranker": {
+                        "$ref": "#/components/schemas/Ranker",
+                        "description": "Configuration for the ranker to use in hybrid search. Defaults to RRF ranker."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "query_generator_config",
+                    "max_tokens_in_context",
+                    "max_chunks",
+                    "chunk_template"
+                ],
+                "title": "RAGQueryConfig",
+                "description": "Configuration for the RAG query generation."
+            },
+            "RAGSearchMode": {
+                "type": "string",
+                "enum": [
+                    "vector",
+                    "keyword",
+                    "hybrid"
+                ],
+                "title": "RAGSearchMode",
+                "description": "Search modes for RAG query retrieval: - VECTOR: Uses vector similarity search for semantic matching - KEYWORD: Uses keyword-based search for exact matching - HYBRID: Combines both vector and keyword search for better results"
+            },
+            "RRFRanker": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "rrf",
+                        "default": "rrf",
+                        "description": "The type of ranker, always \"rrf\""
+                    },
+                    "impact_factor": {
+                        "type": "number",
+                        "default": 60.0,
+                        "description": "The impact factor for RRF scoring. Higher values give more weight to higher-ranked results. Must be greater than 0"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "impact_factor"
+                ],
+                "title": "RRFRanker",
+                "description": "Reciprocal Rank Fusion (RRF) ranker configuration."
+            },
+            "Ranker": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/RRFRanker"
+                    },
+                    {
+                        "$ref": "#/components/schemas/WeightedRanker"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "rrf": "#/components/schemas/RRFRanker",
+                        "weighted": "#/components/schemas/WeightedRanker"
+                    }
+                }
+            },
+            "WeightedRanker": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "weighted",
+                        "default": "weighted",
+                        "description": "The type of ranker, always \"weighted\""
+                    },
+                    "alpha": {
+                        "type": "number",
+                        "default": 0.5,
+                        "description": "Weight factor between 0 and 1. 0 means only use keyword scores, 1 means only use vector scores, values in between blend both scores."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "alpha"
+                ],
+                "title": "WeightedRanker",
+                "description": "Weighted ranker configuration that combines vector and keyword scores."
+            },
+            "QueryRequest": {
+                "type": "object",
+                "properties": {
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The query content to search for in the indexed documents"
+                    },
+                    "vector_store_ids": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of vector database IDs to search within"
+                    },
+                    "query_config": {
+                        "$ref": "#/components/schemas/RAGQueryConfig",
+                        "description": "(Optional) Configuration parameters for the query operation"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content",
+                    "vector_store_ids"
+                ],
+                "title": "QueryRequest"
+            },
+            "RAGQueryResult": {
+                "type": "object",
+                "properties": {
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "(Optional) The retrieved content from the query"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Additional metadata about the query result"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "metadata"
+                ],
+                "title": "RAGQueryResult",
+                "description": "Result of a RAG query containing retrieved content and metadata."
+            },
+            "ToolGroup": {
+                "type": "object",
+                "properties": {
+                    "identifier": {
+                        "type": "string"
+                    },
+                    "provider_resource_id": {
+                        "type": "string"
+                    },
+                    "provider_id": {
+                        "type": "string"
+                    },
+                    "type": {
+                        "type": "string",
+                        "enum": [
+                            "model",
+                            "shield",
+                            "vector_store",
+                            "dataset",
+                            "scoring_function",
+                            "benchmark",
+                            "tool",
+                            "tool_group",
+                            "prompt"
+                        ],
+                        "const": "tool_group",
+                        "default": "tool_group",
+                        "description": "Type of resource, always 'tool_group'"
+                    },
+                    "mcp_endpoint": {
+                        "$ref": "#/components/schemas/URL",
+                        "description": "(Optional) Model Context Protocol endpoint for remote tools"
+                    },
+                    "args": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Additional arguments for the tool group"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "identifier",
+                    "provider_id",
+                    "type"
+                ],
+                "title": "ToolGroup",
+                "description": "A group of related tools managed together."
+            },
+            "ListToolGroupsResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ToolGroup"
+                        },
+                        "description": "List of tool groups"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListToolGroupsResponse",
+                "description": "Response containing a list of tool groups."
+            },
+            "RegisterToolGroupRequest": {
+                "type": "object",
+                "properties": {
+                    "toolgroup_id": {
+                        "type": "string",
+                        "description": "The ID of the tool group to register."
+                    },
+                    "provider_id": {
+                        "type": "string",
+                        "description": "The ID of the provider to use for the tool group."
+                    },
+                    "mcp_endpoint": {
+                        "$ref": "#/components/schemas/URL",
+                        "description": "The MCP endpoint to use for the tool group."
+                    },
+                    "args": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "A dictionary of arguments to pass to the tool group."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "toolgroup_id",
+                    "provider_id"
+                ],
+                "title": "RegisterToolGroupRequest"
+            },
+            "Chunk": {
+                "type": "object",
+                "properties": {
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The content of the chunk, which can be interleaved text, images, or other types."
+                    },
+                    "chunk_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the chunk. Must be provided explicitly."
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Metadata associated with the chunk that will be used in the model context during inference."
+                    },
+                    "embedding": {
+                        "type": "array",
+                        "items": {
+                            "type": "number"
+                        },
+                        "description": "Optional embedding for the chunk. If not provided, it will be computed later."
+                    },
+                    "chunk_metadata": {
+                        "$ref": "#/components/schemas/ChunkMetadata",
+                        "description": "Metadata for the chunk that will NOT be used in the context during inference. The `chunk_metadata` is required backend functionality."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content",
+                    "chunk_id",
+                    "metadata"
+                ],
+                "title": "Chunk",
+                "description": "A chunk of content that can be inserted into a vector database."
+            },
+            "ChunkMetadata": {
+                "type": "object",
+                "properties": {
+                    "chunk_id": {
+                        "type": "string",
+                        "description": "The ID of the chunk. If not set, it will be generated based on the document ID and content."
+                    },
+                    "document_id": {
+                        "type": "string",
+                        "description": "The ID of the document this chunk belongs to."
+                    },
+                    "source": {
+                        "type": "string",
+                        "description": "The source of the content, such as a URL, file path, or other identifier."
+                    },
+                    "created_timestamp": {
+                        "type": "integer",
+                        "description": "An optional timestamp indicating when the chunk was created."
+                    },
+                    "updated_timestamp": {
+                        "type": "integer",
+                        "description": "An optional timestamp indicating when the chunk was last updated."
+                    },
+                    "chunk_window": {
+                        "type": "string",
+                        "description": "The window of the chunk, which can be used to group related chunks together."
+                    },
+                    "chunk_tokenizer": {
+                        "type": "string",
+                        "description": "The tokenizer used to create the chunk. Default is Tiktoken."
+                    },
+                    "chunk_embedding_model": {
+                        "type": "string",
+                        "description": "The embedding model used to create the chunk's embedding."
+                    },
+                    "chunk_embedding_dimension": {
+                        "type": "integer",
+                        "description": "The dimension of the embedding vector for the chunk."
+                    },
+                    "content_token_count": {
+                        "type": "integer",
+                        "description": "The number of tokens in the content of the chunk."
+                    },
+                    "metadata_token_count": {
+                        "type": "integer",
+                        "description": "The number of tokens in the metadata of the chunk."
+                    }
+                },
+                "additionalProperties": false,
+                "title": "ChunkMetadata",
+                "description": "`ChunkMetadata` is backend metadata for a `Chunk` that is used to store additional information about the chunk that     will not be used in the context during inference, but is required for backend functionality. The `ChunkMetadata`     is set during chunk creation in `MemoryToolRuntimeImpl().insert()`and is not expected to change after.     Use `Chunk.metadata` for metadata that will be used in the context during inference."
+            },
+            "InsertChunksRequest": {
+                "type": "object",
+                "properties": {
+                    "vector_store_id": {
+                        "type": "string",
+                        "description": "The identifier of the vector database to insert the chunks into."
+                    },
+                    "chunks": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Chunk"
+                        },
+                        "description": "The chunks to insert. Each `Chunk` should contain content which can be interleaved text, images, or other types. `metadata`: `dict[str, Any]` and `embedding`: `List[float]` are optional. If `metadata` is provided, you configure how Llama Stack formats the chunk during generation. If `embedding` is not provided, it will be computed later."
+                    },
+                    "ttl_seconds": {
+                        "type": "integer",
+                        "description": "The time to live of the chunks."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "vector_store_id",
+                    "chunks"
+                ],
+                "title": "InsertChunksRequest"
+            },
+            "QueryChunksRequest": {
+                "type": "object",
+                "properties": {
+                    "vector_store_id": {
+                        "type": "string",
+                        "description": "The identifier of the vector database to query."
+                    },
+                    "query": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The query to search for."
+                    },
+                    "params": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The parameters of the query."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "vector_store_id",
+                    "query"
+                ],
+                "title": "QueryChunksRequest"
+            },
+            "QueryChunksResponse": {
+                "type": "object",
+                "properties": {
+                    "chunks": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Chunk"
+                        },
+                        "description": "List of content chunks returned from the query"
+                    },
+                    "scores": {
+                        "type": "array",
+                        "items": {
+                            "type": "number"
+                        },
+                        "description": "Relevance scores corresponding to each returned chunk"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "chunks",
+                    "scores"
+                ],
+                "title": "QueryChunksResponse",
+                "description": "Response from querying chunks in a vector database."
+            },
+            "VectorStoreFileCounts": {
+                "type": "object",
+                "properties": {
+                    "completed": {
+                        "type": "integer",
+                        "description": "Number of files that have been successfully processed"
+                    },
+                    "cancelled": {
+                        "type": "integer",
+                        "description": "Number of files that had their processing cancelled"
+                    },
+                    "failed": {
+                        "type": "integer",
+                        "description": "Number of files that failed to process"
+                    },
+                    "in_progress": {
+                        "type": "integer",
+                        "description": "Number of files currently being processed"
+                    },
+                    "total": {
+                        "type": "integer",
+                        "description": "Total number of files in the vector store"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "completed",
+                    "cancelled",
+                    "failed",
+                    "in_progress",
+                    "total"
+                ],
+                "title": "VectorStoreFileCounts",
+                "description": "File processing status counts for a vector store."
+            },
+            "VectorStoreListResponse": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "default": "list",
+                        "description": "Object type identifier, always \"list\""
+                    },
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/VectorStoreObject"
+                        },
+                        "description": "List of vector store objects"
+                    },
+                    "first_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the first vector store in the list for pagination"
+                    },
+                    "last_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the last vector store in the list for pagination"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Whether there are more vector stores available beyond this page"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "data",
+                    "has_more"
+                ],
+                "title": "VectorStoreListResponse",
+                "description": "Response from listing vector stores."
+            },
+            "VectorStoreObject": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for the vector store"
+                    },
+                    "object": {
+                        "type": "string",
+                        "default": "vector_store",
+                        "description": "Object type identifier, always \"vector_store\""
+                    },
+                    "created_at": {
+                        "type": "integer",
+                        "description": "Timestamp when the vector store was created"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) Name of the vector store"
+                    },
+                    "usage_bytes": {
+                        "type": "integer",
+                        "default": 0,
+                        "description": "Storage space used by the vector store in bytes"
+                    },
+                    "file_counts": {
+                        "$ref": "#/components/schemas/VectorStoreFileCounts",
+                        "description": "File processing status counts for the vector store"
+                    },
+                    "status": {
+                        "type": "string",
+                        "default": "completed",
+                        "description": "Current status of the vector store"
+                    },
+                    "expires_after": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Expiration policy for the vector store"
+                    },
+                    "expires_at": {
+                        "type": "integer",
+                        "description": "(Optional) Timestamp when the vector store will expire"
+                    },
+                    "last_active_at": {
+                        "type": "integer",
+                        "description": "(Optional) Timestamp of last activity on the vector store"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Set of key-value pairs that can be attached to the vector store"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "created_at",
+                    "usage_bytes",
+                    "file_counts",
+                    "status",
+                    "metadata"
+                ],
+                "title": "VectorStoreObject",
+                "description": "OpenAI Vector Store object."
+            },
+            "OpenAICreateVectorStoreRequestWithExtraBody": {
+                "type": "object",
+                "properties": {
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) A name for the vector store"
+                    },
+                    "file_ids": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of file IDs to include in the vector store"
+                    },
+                    "expires_after": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Expiration policy for the vector store"
+                    },
+                    "chunking_strategy": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Strategy for splitting files into chunks"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Set of key-value pairs that can be attached to the vector store"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenAICreateVectorStoreRequestWithExtraBody",
+                "description": "Request to create a vector store with extra_body support."
+            },
+            "OpenaiUpdateVectorStoreRequest": {
+                "type": "object",
+                "properties": {
+                    "name": {
+                        "type": "string",
+                        "description": "The name of the vector store."
+                    },
+                    "expires_after": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The expiration policy for a vector store."
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Set of 16 key-value pairs that can be attached to an object."
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenaiUpdateVectorStoreRequest"
+            },
+            "VectorStoreDeleteResponse": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier of the deleted vector store"
+                    },
+                    "object": {
+                        "type": "string",
+                        "default": "vector_store.deleted",
+                        "description": "Object type identifier for the deletion response"
+                    },
+                    "deleted": {
+                        "type": "boolean",
+                        "default": true,
+                        "description": "Whether the deletion operation was successful"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "deleted"
+                ],
+                "title": "VectorStoreDeleteResponse",
+                "description": "Response from deleting a vector store."
+            },
+            "VectorStoreChunkingStrategy": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/VectorStoreChunkingStrategyAuto"
+                    },
+                    {
+                        "$ref": "#/components/schemas/VectorStoreChunkingStrategyStatic"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "auto": "#/components/schemas/VectorStoreChunkingStrategyAuto",
+                        "static": "#/components/schemas/VectorStoreChunkingStrategyStatic"
+                    }
+                }
+            },
+            "VectorStoreChunkingStrategyAuto": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "auto",
+                        "default": "auto",
+                        "description": "Strategy type, always \"auto\" for automatic chunking"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "VectorStoreChunkingStrategyAuto",
+                "description": "Automatic chunking strategy for vector store files."
+            },
+            "VectorStoreChunkingStrategyStatic": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "static",
+                        "default": "static",
+                        "description": "Strategy type, always \"static\" for static chunking"
+                    },
+                    "static": {
+                        "$ref": "#/components/schemas/VectorStoreChunkingStrategyStaticConfig",
+                        "description": "Configuration parameters for the static chunking strategy"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "static"
+                ],
+                "title": "VectorStoreChunkingStrategyStatic",
+                "description": "Static chunking strategy with configurable parameters."
+            },
+            "VectorStoreChunkingStrategyStaticConfig": {
+                "type": "object",
+                "properties": {
+                    "chunk_overlap_tokens": {
+                        "type": "integer",
+                        "default": 400,
+                        "description": "Number of tokens to overlap between adjacent chunks"
+                    },
+                    "max_chunk_size_tokens": {
+                        "type": "integer",
+                        "default": 800,
+                        "description": "Maximum number of tokens per chunk, must be between 100 and 4096"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "chunk_overlap_tokens",
+                    "max_chunk_size_tokens"
+                ],
+                "title": "VectorStoreChunkingStrategyStaticConfig",
+                "description": "Configuration for static chunking strategy."
+            },
+            "OpenAICreateVectorStoreFileBatchRequestWithExtraBody": {
+                "type": "object",
+                "properties": {
+                    "file_ids": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "A list of File IDs that the vector store should use"
+                    },
+                    "attributes": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Key-value attributes to store with the files"
+                    },
+                    "chunking_strategy": {
+                        "$ref": "#/components/schemas/VectorStoreChunkingStrategy",
+                        "description": "(Optional) The chunking strategy used to chunk the file(s). Defaults to auto"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "file_ids"
+                ],
+                "title": "OpenAICreateVectorStoreFileBatchRequestWithExtraBody",
+                "description": "Request to create a vector store file batch with extra_body support."
+            },
+            "VectorStoreFileBatchObject": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for the file batch"
+                    },
+                    "object": {
+                        "type": "string",
+                        "default": "vector_store.file_batch",
+                        "description": "Object type identifier, always \"vector_store.file_batch\""
+                    },
+                    "created_at": {
+                        "type": "integer",
+                        "description": "Timestamp when the file batch was created"
+                    },
+                    "vector_store_id": {
+                        "type": "string",
+                        "description": "ID of the vector store containing the file batch"
+                    },
+                    "status": {
+                        "$ref": "#/components/schemas/VectorStoreFileStatus",
+                        "description": "Current processing status of the file batch"
+                    },
+                    "file_counts": {
+                        "$ref": "#/components/schemas/VectorStoreFileCounts",
+                        "description": "File processing status counts for the batch"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "created_at",
+                    "vector_store_id",
+                    "status",
+                    "file_counts"
+                ],
+                "title": "VectorStoreFileBatchObject",
+                "description": "OpenAI Vector Store File Batch object."
+            },
+            "VectorStoreFileStatus": {
+                "oneOf": [
+                    {
+                        "type": "string",
+                        "const": "completed"
+                    },
+                    {
+                        "type": "string",
+                        "const": "in_progress"
+                    },
+                    {
+                        "type": "string",
+                        "const": "cancelled"
+                    },
+                    {
+                        "type": "string",
+                        "const": "failed"
+                    }
+                ]
+            },
+            "VectorStoreFileLastError": {
+                "type": "object",
+                "properties": {
+                    "code": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "const": "server_error"
+                            },
+                            {
+                                "type": "string",
+                                "const": "rate_limit_exceeded"
+                            }
+                        ],
+                        "description": "Error code indicating the type of failure"
+                    },
+                    "message": {
+                        "type": "string",
+                        "description": "Human-readable error message describing the failure"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "code",
+                    "message"
+                ],
+                "title": "VectorStoreFileLastError",
+                "description": "Error information for failed vector store file processing."
+            },
+            "VectorStoreFileObject": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for the file"
+                    },
+                    "object": {
+                        "type": "string",
+                        "default": "vector_store.file",
+                        "description": "Object type identifier, always \"vector_store.file\""
+                    },
+                    "attributes": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Key-value attributes associated with the file"
+                    },
+                    "chunking_strategy": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/VectorStoreChunkingStrategyAuto"
+                            },
+                            {
+                                "$ref": "#/components/schemas/VectorStoreChunkingStrategyStatic"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "auto": "#/components/schemas/VectorStoreChunkingStrategyAuto",
+                                "static": "#/components/schemas/VectorStoreChunkingStrategyStatic"
+                            }
+                        },
+                        "description": "Strategy used for splitting the file into chunks"
+                    },
+                    "created_at": {
+                        "type": "integer",
+                        "description": "Timestamp when the file was added to the vector store"
+                    },
+                    "last_error": {
+                        "$ref": "#/components/schemas/VectorStoreFileLastError",
+                        "description": "(Optional) Error information if file processing failed"
+                    },
+                    "status": {
+                        "$ref": "#/components/schemas/VectorStoreFileStatus",
+                        "description": "Current processing status of the file"
+                    },
+                    "usage_bytes": {
+                        "type": "integer",
+                        "default": 0,
+                        "description": "Storage space used by this file in bytes"
+                    },
+                    "vector_store_id": {
+                        "type": "string",
+                        "description": "ID of the vector store containing this file"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "attributes",
+                    "chunking_strategy",
+                    "created_at",
+                    "status",
+                    "usage_bytes",
+                    "vector_store_id"
+                ],
+                "title": "VectorStoreFileObject",
+                "description": "OpenAI Vector Store File object."
+            },
+            "VectorStoreFilesListInBatchResponse": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "default": "list",
+                        "description": "Object type identifier, always \"list\""
+                    },
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/VectorStoreFileObject"
+                        },
+                        "description": "List of vector store file objects in the batch"
+                    },
+                    "first_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the first file in the list for pagination"
+                    },
+                    "last_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the last file in the list for pagination"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Whether there are more files available beyond this page"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "data",
+                    "has_more"
+                ],
+                "title": "VectorStoreFilesListInBatchResponse",
+                "description": "Response from listing files in a vector store file batch."
+            },
+            "VectorStoreListFilesResponse": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "default": "list",
+                        "description": "Object type identifier, always \"list\""
+                    },
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/VectorStoreFileObject"
+                        },
+                        "description": "List of vector store file objects"
+                    },
+                    "first_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the first file in the list for pagination"
+                    },
+                    "last_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the last file in the list for pagination"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Whether there are more files available beyond this page"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "data",
+                    "has_more"
+                ],
+                "title": "VectorStoreListFilesResponse",
+                "description": "Response from listing files in a vector store."
+            },
+            "OpenaiAttachFileToVectorStoreRequest": {
+                "type": "object",
+                "properties": {
+                    "file_id": {
+                        "type": "string",
+                        "description": "The ID of the file to attach to the vector store."
+                    },
+                    "attributes": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The key-value attributes stored with the file, which can be used for filtering."
+                    },
+                    "chunking_strategy": {
+                        "$ref": "#/components/schemas/VectorStoreChunkingStrategy",
+                        "description": "The chunking strategy to use for the file."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "file_id"
+                ],
+                "title": "OpenaiAttachFileToVectorStoreRequest"
+            },
+            "OpenaiUpdateVectorStoreFileRequest": {
+                "type": "object",
+                "properties": {
+                    "attributes": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The updated key-value attributes to store with the file."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "attributes"
+                ],
+                "title": "OpenaiUpdateVectorStoreFileRequest"
+            },
+            "VectorStoreFileDeleteResponse": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier of the deleted file"
+                    },
+                    "object": {
+                        "type": "string",
+                        "default": "vector_store.file.deleted",
+                        "description": "Object type identifier for the deletion response"
+                    },
+                    "deleted": {
+                        "type": "boolean",
+                        "default": true,
+                        "description": "Whether the deletion operation was successful"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "deleted"
+                ],
+                "title": "VectorStoreFileDeleteResponse",
+                "description": "Response from deleting a vector store file."
+            },
+            "VectorStoreContent": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "text",
+                        "description": "Content type, currently only \"text\" is supported"
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "The actual text content"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "text"
+                ],
+                "title": "VectorStoreContent",
+                "description": "Content item from a vector store file or search result."
+            },
+            "VectorStoreFileContentsResponse": {
+                "type": "object",
+                "properties": {
+                    "file_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the file"
+                    },
+                    "filename": {
+                        "type": "string",
+                        "description": "Name of the file"
+                    },
+                    "attributes": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Key-value attributes associated with the file"
+                    },
+                    "content": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/VectorStoreContent"
+                        },
+                        "description": "List of content items from the file"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "file_id",
+                    "filename",
+                    "attributes",
+                    "content"
+                ],
+                "title": "VectorStoreFileContentsResponse",
+                "description": "Response from retrieving the contents of a vector store file."
+            },
+            "OpenaiSearchVectorStoreRequest": {
+                "type": "object",
+                "properties": {
+                    "query": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            }
+                        ],
+                        "description": "The query string or array for performing the search."
+                    },
+                    "filters": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Filters based on file attributes to narrow the search results."
+                    },
+                    "max_num_results": {
+                        "type": "integer",
+                        "description": "Maximum number of results to return (1 to 50 inclusive, default 10)."
+                    },
+                    "ranking_options": {
+                        "type": "object",
+                        "properties": {
+                            "ranker": {
+                                "type": "string",
+                                "description": "(Optional) Name of the ranking algorithm to use"
+                            },
+                            "score_threshold": {
+                                "type": "number",
+                                "default": 0.0,
+                                "description": "(Optional) Minimum relevance score threshold for results"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "description": "Ranking options for fine-tuning the search results."
+                    },
+                    "rewrite_query": {
+                        "type": "boolean",
+                        "description": "Whether to rewrite the natural language query for vector search (default false)"
+                    },
+                    "search_mode": {
+                        "type": "string",
+                        "description": "The search mode to use - \"keyword\", \"vector\", or \"hybrid\" (default \"vector\")"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "query"
+                ],
+                "title": "OpenaiSearchVectorStoreRequest"
+            },
+            "VectorStoreSearchResponse": {
+                "type": "object",
+                "properties": {
+                    "file_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the file containing the result"
+                    },
+                    "filename": {
+                        "type": "string",
+                        "description": "Name of the file containing the result"
+                    },
+                    "score": {
+                        "type": "number",
+                        "description": "Relevance score for this search result"
+                    },
+                    "attributes": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "boolean"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Key-value attributes associated with the file"
+                    },
+                    "content": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/VectorStoreContent"
+                        },
+                        "description": "List of content items matching the search query"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "file_id",
+                    "filename",
+                    "score",
+                    "content"
+                ],
+                "title": "VectorStoreSearchResponse",
+                "description": "Response from searching a vector store."
+            },
+            "VectorStoreSearchResponsePage": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "default": "vector_store.search_results.page",
+                        "description": "Object type identifier for the search results page"
+                    },
+                    "search_query": {
+                        "type": "string",
+                        "description": "The original search query that was executed"
+                    },
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/VectorStoreSearchResponse"
+                        },
+                        "description": "List of search result objects"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Whether there are more results available beyond this page"
+                    },
+                    "next_page": {
+                        "type": "string",
+                        "description": "(Optional) Token for retrieving the next page of results"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "search_query",
+                    "data",
+                    "has_more"
+                ],
+                "title": "VectorStoreSearchResponsePage",
+                "description": "Paginated response from searching a vector store."
+            },
+            "VersionInfo": {
+                "type": "object",
+                "properties": {
+                    "version": {
+                        "type": "string",
+                        "description": "Version number of the service"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "version"
+                ],
+                "title": "VersionInfo",
+                "description": "Version information for the service."
+            }
+        },
+        "responses": {
+            "BadRequest400": {
+                "description": "The request was invalid or malformed",
+                "content": {
+                    "application/json": {
+                        "schema": {
+                            "$ref": "#/components/schemas/Error"
+                        },
+                        "example": {
+                            "status": 400,
+                            "title": "Bad Request",
+                            "detail": "The request was invalid or malformed"
+                        }
+                    }
+                }
+            },
+            "TooManyRequests429": {
+                "description": "The client has sent too many requests in a given amount of time",
+                "content": {
+                    "application/json": {
+                        "schema": {
+                            "$ref": "#/components/schemas/Error"
+                        },
+                        "example": {
+                            "status": 429,
+                            "title": "Too Many Requests",
+                            "detail": "You have exceeded the rate limit. Please try again later."
+                        }
+                    }
+                }
+            },
+            "InternalServerError500": {
+                "description": "The server encountered an unexpected error",
+                "content": {
+                    "application/json": {
+                        "schema": {
+                            "$ref": "#/components/schemas/Error"
+                        },
+                        "example": {
+                            "status": 500,
+                            "title": "Internal Server Error",
+                            "detail": "An unexpected error occurred. Our team has been notified."
+                        }
+                    }
+                }
+            },
+            "DefaultError": {
+                "description": "An unexpected error occurred",
+                "content": {
+                    "application/json": {
+                        "schema": {
+                            "$ref": "#/components/schemas/Error"
+                        },
+                        "example": {
+                            "status": 0,
+                            "title": "Error",
+                            "detail": "An unexpected error occurred"
+                        }
+                    }
+                }
+            }
+        }
+    },
+    "security": [
+        {
+            "Default": []
+        }
+    ],
+    "tags": [
+        {
+            "name": "Agents",
+            "description": "APIs for creating and interacting with agentic systems.\n\n## Responses API\n\nThe Responses API provides OpenAI-compatible functionality with enhanced capabilities for dynamic, stateful interactions.\n\n> **✅ STABLE**: This API is production-ready with backward compatibility guarantees. Recommended for production applications.\n\n### ✅ Supported Tools\n\nThe Responses API supports the following tool types:\n\n- **`web_search`**: Search the web for current information and real-time data\n- **`file_search`**: Search through uploaded files and vector stores\n  - Supports dynamic `vector_store_ids` per call\n  - Compatible with OpenAI file search patterns\n- **`function`**: Call custom functions with JSON schema validation\n- **`mcp_tool`**: Model Context Protocol integration\n\n### ✅ Supported Fields & Features\n\n**Core Capabilities:**\n- **Dynamic Configuration**: Switch models, vector stores, and tools per request without pre-configuration\n- **Conversation Branching**: Use `previous_response_id` to branch conversations and explore different paths\n- **Rich Annotations**: Automatic file citations, URL citations, and container file citations\n- **Status Tracking**: Monitor tool call execution status and handle failures gracefully\n\n### 🚧 Work in Progress\n\n- Full real-time response streaming support\n- `tool_choice` parameter\n- `max_tool_calls` parameter\n- Built-in tools (code interpreter, containers API)\n- Safety & guardrails\n- `reasoning` capabilities\n- `service_tier`\n- `logprobs`\n- `max_output_tokens`\n- `metadata` handling\n- `instructions`\n- `incomplete_details`\n- `background`",
+            "x-displayName": "Agents"
+        },
+        {
+            "name": "Batches",
+            "description": "The API is designed to allow use of openai client libraries for seamless integration.\n\nThis API provides the following extensions:\n - idempotent batch creation\n\nNote: This API is currently under active development and may undergo changes.",
+            "x-displayName": "The Batches API enables efficient processing of multiple requests in a single operation, particularly useful for processing large datasets, batch evaluation workflows, and cost-effective inference at scale."
+        },
+        {
+            "name": "Conversations",
+            "description": "Protocol for conversation management operations.",
+            "x-displayName": "Conversations"
+        },
+        {
+            "name": "Files",
+            "description": "This API is used to upload documents that can be used with other Llama Stack APIs.",
+            "x-displayName": "Files"
+        },
+        {
+            "name": "Inference",
+            "description": "Llama Stack Inference API for generating completions, chat completions, and embeddings.\n\nThis API provides the raw interface to the underlying models. Three kinds of models are supported:\n- LLM models: these models generate \"raw\" and \"chat\" (conversational) completions.\n- Embedding models: these models generate embeddings to be used for semantic search.\n- Rerank models: these models reorder the documents based on their relevance to a query.",
+            "x-displayName": "Inference"
+        },
+        {
+            "name": "Inspect",
+            "description": "APIs for inspecting the Llama Stack service, including health status, available API routes with methods and implementing providers.",
+            "x-displayName": "Inspect"
+        },
+        {
+            "name": "Models",
+            "description": ""
+        },
+        {
+            "name": "Prompts",
+            "description": "Protocol for prompt management operations.",
+            "x-displayName": "Prompts"
+        },
+        {
+            "name": "Providers",
+            "description": "Providers API for inspecting, listing, and modifying providers and their configurations.",
+            "x-displayName": "Providers"
+        },
+        {
+            "name": "Safety",
+            "description": "OpenAI-compatible Moderations API.",
+            "x-displayName": "Safety"
+        },
+        {
+            "name": "Scoring",
+            "description": ""
+        },
+        {
+            "name": "ScoringFunctions",
+            "description": ""
+        },
+        {
+            "name": "Shields",
+            "description": ""
+        },
+        {
+            "name": "SyntheticDataGeneration (Coming Soon)",
+            "description": ""
+        },
+        {
+            "name": "ToolGroups",
+            "description": ""
+        },
+        {
+            "name": "ToolRuntime",
+            "description": ""
+        },
+        {
+            "name": "VectorIO",
+            "description": ""
+        }
+    ],
+    "x-tagGroups": [
+        {
+            "name": "Operations",
+            "tags": [
+                "Agents",
+                "Batches",
+                "Conversations",
+                "Files",
+                "Inference",
+                "Inspect",
+                "Models",
+                "Prompts",
+                "Providers",
+                "Safety",
+                "Scoring",
+                "ScoringFunctions",
+                "Shields",
+                "SyntheticDataGeneration (Coming Soon)",
+                "ToolGroups",
+                "ToolRuntime",
+                "VectorIO"
+            ]
+        }
+    ]
+};
+            const element = document.getElementById("openapi-container");
+            element.apiDescriptionDocument = spec;
+
+            if (spec.info && spec.info.title) {
+                document.title = spec.info.title;
+            }
+        });
+    </script>
+</body>
+
+</html>
diff --git a/docs/static/llama-stack-spec.yaml b/docs/static/llama-stack-spec.yaml
index a593fef85..48c99ddb0 100644
--- a/docs/static/llama-stack-spec.yaml
+++ b/docs/static/llama-stack-spec.yaml
@@ -5589,6 +5589,38 @@ components:
               title: OpenAIResponseInputToolWebSearch | ... (4 variants)
             type: array
           - type: 'null'
+        tool_choice:
+          anyOf:
+          - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
+            title: OpenAIResponseInputToolChoiceMode
+          - oneOf:
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+              title: OpenAIResponseInputToolChoiceAllowedTools
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+              title: OpenAIResponseInputToolChoiceFileSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+              title: OpenAIResponseInputToolChoiceWebSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+              title: OpenAIResponseInputToolChoiceFunctionTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+              title: OpenAIResponseInputToolChoiceMCPTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+              title: OpenAIResponseInputToolChoiceCustomTool
+            discriminator:
+              propertyName: type
+              mapping:
+                allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+                custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+                file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+                function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+                mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+                web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
+          - type: 'null'
+          title: OpenAIResponseInputToolChoiceMode
         truncation:
           anyOf:
           - type: string
@@ -5976,6 +6008,38 @@ components:
             title: OpenAIResponseText
           - type: 'null'
           title: OpenAIResponseText
+        tool_choice:
+          anyOf:
+          - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
+            title: OpenAIResponseInputToolChoiceMode
+          - oneOf:
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+              title: OpenAIResponseInputToolChoiceAllowedTools
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+              title: OpenAIResponseInputToolChoiceFileSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+              title: OpenAIResponseInputToolChoiceWebSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+              title: OpenAIResponseInputToolChoiceFunctionTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+              title: OpenAIResponseInputToolChoiceMCPTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+              title: OpenAIResponseInputToolChoiceCustomTool
+            discriminator:
+              propertyName: type
+              mapping:
+                allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+                custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+                file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+                function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+                mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+                web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
+          - type: 'null'
+          title: OpenAIResponseInputToolChoiceMode
         tools:
           anyOf:
           - items:
@@ -6135,6 +6199,38 @@ components:
               title: OpenAIResponseInputToolWebSearch | ... (4 variants)
             type: array
           - type: 'null'
+        tool_choice:
+          anyOf:
+          - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
+            title: OpenAIResponseInputToolChoiceMode
+          - oneOf:
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+              title: OpenAIResponseInputToolChoiceAllowedTools
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+              title: OpenAIResponseInputToolChoiceFileSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+              title: OpenAIResponseInputToolChoiceWebSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+              title: OpenAIResponseInputToolChoiceFunctionTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+              title: OpenAIResponseInputToolChoiceMCPTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+              title: OpenAIResponseInputToolChoiceCustomTool
+            discriminator:
+              propertyName: type
+              mapping:
+                allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+                custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+                file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+                function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+                mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+                web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
+          - type: 'null'
+          title: OpenAIResponseInputToolChoiceMode
         truncation:
           anyOf:
           - type: string
@@ -10239,6 +10335,121 @@ components:
       type: object
       title: OpenAIChatCompletionUsagePromptTokensDetails
       description: Token details for prompt tokens in OpenAI chat completion usage.
+    OpenAIResponseInputToolChoiceAllowedTools:
+      properties:
+        mode:
+          type: string
+          enum:
+          - auto
+          - required
+          title: Mode
+          default: auto
+        tools:
+          items:
+            additionalProperties:
+              type: string
+            type: object
+          type: array
+          title: Tools
+        type:
+          type: string
+          const: allowed_tools
+          title: Type
+          default: allowed_tools
+      type: object
+      required:
+      - tools
+      title: OpenAIResponseInputToolChoiceAllowedTools
+      description: Constrains the tools available to the model to a pre-defined set.
+    OpenAIResponseInputToolChoiceCustomTool:
+      properties:
+        type:
+          type: string
+          const: custom
+          title: Type
+          default: custom
+        name:
+          type: string
+          title: Name
+      type: object
+      required:
+      - name
+      title: OpenAIResponseInputToolChoiceCustomTool
+      description: Forces the model to call a custom tool.
+    OpenAIResponseInputToolChoiceFileSearch:
+      properties:
+        type:
+          type: string
+          const: file_search
+          title: Type
+          default: file_search
+      type: object
+      title: OpenAIResponseInputToolChoiceFileSearch
+      description: Indicates that the model should use file search to generate a response.
+    OpenAIResponseInputToolChoiceFunctionTool:
+      properties:
+        name:
+          type: string
+          title: Name
+        type:
+          type: string
+          const: function
+          title: Type
+          default: function
+      type: object
+      required:
+      - name
+      title: OpenAIResponseInputToolChoiceFunctionTool
+      description: Forces the model to call a specific function.
+    OpenAIResponseInputToolChoiceMCPTool:
+      properties:
+        server_label:
+          type: string
+          title: Server Label
+        type:
+          type: string
+          const: mcp
+          title: Type
+          default: mcp
+        name:
+          anyOf:
+          - type: string
+          - type: 'null'
+      type: object
+      required:
+      - server_label
+      title: OpenAIResponseInputToolChoiceMCPTool
+      description: Forces the model to call a specific tool on a remote MCP server
+    OpenAIResponseInputToolChoiceMode:
+      type: string
+      enum:
+      - auto
+      - required
+      - none
+      title: OpenAIResponseInputToolChoiceMode
+    OpenAIResponseInputToolChoiceWebSearch:
+      properties:
+        type:
+          title: Type
+          default: web_search
+          type: string
+          enum:
+          - web_search
+          - web_search_preview
+          - web_search_preview_2025_03_11
+          - web_search_2025_08_26
+        search_context_size:
+          anyOf:
+          - type: string
+            pattern: ^low|medium|high$
+          - type: 'null'
+          default: medium
+      type: object
+      title: OpenAIResponseInputToolChoiceWebSearch
+      description: |-
+        Indicates that the model should use web search to generate a response.
+
+        This is an alias for OpenAIResponseInputToolWebSearch used in tool_choice context.
     OpenAIResponseMessage-Input:
       properties:
         content:
@@ -10625,6 +10836,131 @@ components:
       - $ref: '#/components/schemas/GrammarResponseFormat'
         title: GrammarResponseFormat
       title: JsonSchemaResponseFormat | GrammarResponseFormat
+    AllowedToolsConfig:
+      properties:
+        tools:
+          items:
+            additionalProperties: true
+            type: object
+          title: Tools
+          type: array
+        mode:
+          enum:
+          - auto
+          - required
+          title: Mode
+          type: string
+      required:
+      - tools
+      - mode
+      title: AllowedToolsConfig
+      type: object
+    CustomToolConfig:
+      properties:
+        name:
+          title: Name
+          type: string
+      required:
+      - name
+      title: CustomToolConfig
+      type: object
+    FunctionToolConfig:
+      properties:
+        name:
+          title: Name
+          type: string
+      required:
+      - name
+      title: FunctionToolConfig
+      type: object
+    OpenAIChatCompletionToolChoiceAllowedTools:
+      description: Allowed tools response format for OpenAI-compatible chat completion requests.
+      properties:
+        type:
+          const: allowed_tools
+          default: allowed_tools
+          title: Type
+          type: string
+        allowed_tools:
+          $ref: '#/components/schemas/AllowedToolsConfig'
+      required:
+      - allowed_tools
+      title: OpenAIChatCompletionToolChoiceAllowedTools
+      type: object
+    OpenAIChatCompletionToolChoiceCustomTool:
+      description: Custom tool choice for OpenAI-compatible chat completion requests.
+      properties:
+        type:
+          const: custom
+          default: custom
+          title: Type
+          type: string
+        custom:
+          $ref: '#/components/schemas/CustomToolConfig'
+      required:
+      - custom
+      title: OpenAIChatCompletionToolChoiceCustomTool
+      type: object
+    OpenAIChatCompletionToolChoiceFunctionTool:
+      description: Function tool choice for OpenAI-compatible chat completion requests.
+      properties:
+        type:
+          const: function
+          default: function
+          title: Type
+          type: string
+        function:
+          $ref: '#/components/schemas/FunctionToolConfig'
+      required:
+      - function
+      title: OpenAIChatCompletionToolChoiceFunctionTool
+      type: object
+    OpenAIChatCompletionToolChoice:
+      discriminator:
+        mapping:
+          allowed_tools: '#/components/schemas/OpenAIChatCompletionToolChoiceAllowedTools'
+          custom: '#/components/schemas/OpenAIChatCompletionToolChoiceCustomTool'
+          function: '#/components/schemas/OpenAIChatCompletionToolChoiceFunctionTool'
+        propertyName: type
+      oneOf:
+      - $ref: '#/components/schemas/OpenAIChatCompletionToolChoiceAllowedTools'
+        title: OpenAIChatCompletionToolChoiceAllowedTools
+      - $ref: '#/components/schemas/OpenAIChatCompletionToolChoiceFunctionTool'
+        title: OpenAIChatCompletionToolChoiceFunctionTool
+      - $ref: '#/components/schemas/OpenAIChatCompletionToolChoiceCustomTool'
+        title: OpenAIChatCompletionToolChoiceCustomTool
+      title: OpenAIChatCompletionToolChoiceAllowedTools | OpenAIChatCompletionToolChoiceFunctionTool | OpenAIChatCompletionToolChoiceCustomTool
+    OpenAIResponseInputToolChoice:
+      anyOf:
+      - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
+        title: OpenAIResponseInputToolChoiceMode
+      - discriminator:
+          mapping:
+            allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+            custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+            file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+            function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+            mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+            web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+          propertyName: type
+        oneOf:
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+          title: OpenAIResponseInputToolChoiceAllowedTools
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+          title: OpenAIResponseInputToolChoiceFileSearch
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+          title: OpenAIResponseInputToolChoiceWebSearch
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+          title: OpenAIResponseInputToolChoiceFunctionTool
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+          title: OpenAIResponseInputToolChoiceMCPTool
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+          title: OpenAIResponseInputToolChoiceCustomTool
+        title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
+      title: OpenAIResponseInputToolChoiceMode
     OpenAIResponseContentPart:
       discriminator:
         mapping:
diff --git a/docs/static/stainless-llama-stack-spec.html b/docs/static/stainless-llama-stack-spec.html
new file mode 100644
index 000000000..b0d151ca7
--- /dev/null
+++ b/docs/static/stainless-llama-stack-spec.html
@@ -0,0 +1,18929 @@
+<!DOCTYPE html>
+<html>
+
+<head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1">
+    <title>OpenAPI specification</title>
+    <link href="https://fonts.googleapis.com/css?family=Montserrat:300,400,700|Roboto:300,400,700" rel="stylesheet">
+    <script type="module" src="https://cdn.jsdelivr.net/npm/@stoplight/elements/web-components.min.js"></script>
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@stoplight/elements/styles.min.css">
+    <style>
+        body {
+            margin: 0;
+            padding: 0;
+            height: 100vh;
+        }
+
+        elements-api {
+            height: 100%;
+        }
+    </style>
+</head>
+
+<body>
+    <elements-api id="openapi-container" router="hash" layout="sidebar" hideExport="true"
+        hideInternal="true"></elements-api>
+
+    <script>
+        document.addEventListener("DOMContentLoaded", function () {
+            const spec = {
+    "openapi": "3.1.0",
+    "info": {
+        "title": "Llama Stack Specification - Stable & Experimental APIs",
+        "version": "v1",
+        "description": "This is the specification of the Llama Stack that provides\n                a set of endpoints and their corresponding interfaces that are tailored to\n                best leverage Llama Models.\n\n**🔗 COMBINED**: This specification includes both stable production-ready APIs and experimental pre-release APIs. Use stable APIs for production deployments and experimental APIs for testing new features."
+    },
+    "servers": [
+        {
+            "url": "http://any-hosted-llama-stack.com"
+        }
+    ],
+    "paths": {
+        "/v1/batches": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A list of batch objects.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListBatchesResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Batches"
+                ],
+                "summary": "List all batches for the current user.",
+                "description": "List all batches for the current user.",
+                "parameters": [
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "A cursor for pagination; returns batches after this batch ID.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "Number of batches to return (default 20, max 100).",
+                        "required": true,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "The created batch object.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Batch"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Batches"
+                ],
+                "summary": "Create a new batch for processing multiple API requests.",
+                "description": "Create a new batch for processing multiple API requests.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/CreateBatchRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/batches/{batch_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "The batch object.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Batch"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Batches"
+                ],
+                "summary": "Retrieve information about a specific batch.",
+                "description": "Retrieve information about a specific batch.",
+                "parameters": [
+                    {
+                        "name": "batch_id",
+                        "in": "path",
+                        "description": "The ID of the batch to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/batches/{batch_id}/cancel": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "The updated batch object.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Batch"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Batches"
+                ],
+                "summary": "Cancel a batch that is in progress.",
+                "description": "Cancel a batch that is in progress.",
+                "parameters": [
+                    {
+                        "name": "batch_id",
+                        "in": "path",
+                        "description": "The ID of the batch to cancel.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/chat/completions": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListOpenAIChatCompletionResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListOpenAIChatCompletionResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inference"
+                ],
+                "summary": "List chat completions.",
+                "description": "List chat completions.",
+                "parameters": [
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "The ID of the last chat completion to return.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "The maximum number of chat completions to return.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "model",
+                        "in": "query",
+                        "description": "The model to filter by.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "The order to sort the chat completions by: \"asc\" or \"desc\". Defaults to \"desc\".",
+                        "required": false,
+                        "schema": {
+                            "$ref": "#/components/schemas/Order"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIChatCompletion.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "oneOf": [
+                                        {
+                                            "$ref": "#/components/schemas/OpenAIChatCompletion"
+                                        },
+                                        {
+                                            "$ref": "#/components/schemas/OpenAIChatCompletionChunk"
+                                        }
+                                    ]
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inference"
+                ],
+                "summary": "Create chat completions.",
+                "description": "Create chat completions.\nGenerate an OpenAI-compatible chat completion for the given messages using the specified model.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenAIChatCompletionRequestWithExtraBody"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/chat/completions/{completion_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A OpenAICompletionWithInputMessages.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAICompletionWithInputMessages"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inference"
+                ],
+                "summary": "Get chat completion.",
+                "description": "Get chat completion.\nDescribe a chat completion by its ID.",
+                "parameters": [
+                    {
+                        "name": "completion_id",
+                        "in": "path",
+                        "description": "ID of the chat completion.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/completions": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAICompletion.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAICompletion"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inference"
+                ],
+                "summary": "Create completion.",
+                "description": "Create completion.\nGenerate an OpenAI-compatible completion for the given prompt using the specified model.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenAICompletionRequestWithExtraBody"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/conversations": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "The created conversation object.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Conversation"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Conversations"
+                ],
+                "summary": "Create a conversation.",
+                "description": "Create a conversation.\nCreate a conversation.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/CreateConversationRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/conversations/{conversation_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "The conversation object.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Conversation"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Conversations"
+                ],
+                "summary": "Retrieve a conversation.",
+                "description": "Retrieve a conversation.\nGet a conversation with the given ID.",
+                "parameters": [
+                    {
+                        "name": "conversation_id",
+                        "in": "path",
+                        "description": "The conversation identifier.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "The updated conversation object.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Conversation"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Conversations"
+                ],
+                "summary": "Update a conversation.",
+                "description": "Update a conversation.\nUpdate a conversation's metadata with the given ID.",
+                "parameters": [
+                    {
+                        "name": "conversation_id",
+                        "in": "path",
+                        "description": "The conversation identifier.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/UpdateConversationRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "The deleted conversation resource.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ConversationDeletedResource"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Conversations"
+                ],
+                "summary": "Delete a conversation.",
+                "description": "Delete a conversation.\nDelete a conversation with the given ID.",
+                "parameters": [
+                    {
+                        "name": "conversation_id",
+                        "in": "path",
+                        "description": "The conversation identifier.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/conversations/{conversation_id}/items": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "List of conversation items.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ConversationItemList"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Conversations"
+                ],
+                "summary": "List items.",
+                "description": "List items.\nList items in the conversation.",
+                "parameters": [
+                    {
+                        "name": "conversation_id",
+                        "in": "path",
+                        "description": "The conversation identifier.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "An item ID to list items after, used in pagination.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "include",
+                        "in": "query",
+                        "description": "Specify additional output data to include in the response.",
+                        "required": false,
+                        "schema": {
+                            "type": "array",
+                            "items": {
+                                "type": "string",
+                                "enum": [
+                                    "web_search_call.action.sources",
+                                    "code_interpreter_call.outputs",
+                                    "computer_call_output.output.image_url",
+                                    "file_search_call.results",
+                                    "message.input_image.image_url",
+                                    "message.output_text.logprobs",
+                                    "reasoning.encrypted_content"
+                                ],
+                                "title": "ConversationItemInclude",
+                                "description": "Specify additional output data to include in the model response."
+                            }
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "A limit on the number of objects to be returned (1-100, default 20).",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "The order to return items in (asc or desc, default desc).",
+                        "required": false,
+                        "schema": {
+                            "type": "string",
+                            "enum": [
+                                "asc",
+                                "desc"
+                            ]
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "List of created items.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ConversationItemList"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Conversations"
+                ],
+                "summary": "Create items.",
+                "description": "Create items.\nCreate items in the conversation.",
+                "parameters": [
+                    {
+                        "name": "conversation_id",
+                        "in": "path",
+                        "description": "The conversation identifier.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/AddItemsRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/conversations/{conversation_id}/items/{item_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "The conversation item.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ConversationItem"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Conversations"
+                ],
+                "summary": "Retrieve an item.",
+                "description": "Retrieve an item.\nRetrieve a conversation item.",
+                "parameters": [
+                    {
+                        "name": "conversation_id",
+                        "in": "path",
+                        "description": "The conversation identifier.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "item_id",
+                        "in": "path",
+                        "description": "The item identifier.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "The deleted item resource.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ConversationItemDeletedResource"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Conversations"
+                ],
+                "summary": "Delete an item.",
+                "description": "Delete an item.\nDelete a conversation item.",
+                "parameters": [
+                    {
+                        "name": "conversation_id",
+                        "in": "path",
+                        "description": "The conversation identifier.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "item_id",
+                        "in": "path",
+                        "description": "The item identifier.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/embeddings": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIEmbeddingsResponse containing the embeddings.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIEmbeddingsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inference"
+                ],
+                "summary": "Create embeddings.",
+                "description": "Create embeddings.\nGenerate OpenAI-compatible embeddings for the given input using the specified model.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenAIEmbeddingsRequestWithExtraBody"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/files": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "An ListOpenAIFileResponse containing the list of files.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListOpenAIFileResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Files"
+                ],
+                "summary": "List files.",
+                "description": "List files.\nReturns a list of files that belong to the user's organization.",
+                "parameters": [
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "A cursor for use in pagination. `after` is an object ID that defines your place in the list. For instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent call can include after=obj_foo in order to fetch the next page of the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "A limit on the number of objects to be returned. Limit can range between 1 and 10,000, and the default is 10,000.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.",
+                        "required": false,
+                        "schema": {
+                            "$ref": "#/components/schemas/Order"
+                        }
+                    },
+                    {
+                        "name": "purpose",
+                        "in": "query",
+                        "description": "Only return files with the given purpose.",
+                        "required": false,
+                        "schema": {
+                            "$ref": "#/components/schemas/OpenAIFilePurpose"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIFileObject representing the uploaded file.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIFileObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Files"
+                ],
+                "summary": "Upload file.",
+                "description": "Upload file.\nUpload a file that can be used across various endpoints.\n\nThe file upload should be a multipart form request with:\n- file: The File object (not file name) to be uploaded.\n- purpose: The intended purpose of the uploaded file.\n- expires_after: Optional form values describing expiration for the file.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "multipart/form-data": {
+                            "schema": {
+                                "type": "object",
+                                "properties": {
+                                    "file": {
+                                        "type": "string",
+                                        "format": "binary"
+                                    },
+                                    "purpose": {
+                                        "$ref": "#/components/schemas/OpenAIFilePurpose"
+                                    },
+                                    "expires_after": {
+                                        "$ref": "#/components/schemas/ExpiresAfter"
+                                    }
+                                },
+                                "required": [
+                                    "file",
+                                    "purpose"
+                                ]
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/files/{file_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIFileObject containing file information.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIFileObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Files"
+                ],
+                "summary": "Retrieve file.",
+                "description": "Retrieve file.\nReturns information about a specific file.",
+                "parameters": [
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to use for this request.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIFileDeleteResponse indicating successful deletion.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIFileDeleteResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Files"
+                ],
+                "summary": "Delete file.",
+                "description": "Delete file.",
+                "parameters": [
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to use for this request.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/files/{file_id}/content": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "The raw file content as a binary response.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Response"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Files"
+                ],
+                "summary": "Retrieve file content.",
+                "description": "Retrieve file content.\nReturns the contents of the specified file.",
+                "parameters": [
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to use for this request.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/health": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "Health information indicating if the service is operational.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/HealthInfo"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inspect"
+                ],
+                "summary": "Get health status.",
+                "description": "Get health status.\nGet the current health status of the service.",
+                "parameters": [],
+                "deprecated": false
+            }
+        },
+        "/v1/inspect/routes": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "Response containing information about all available routes.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListRoutesResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inspect"
+                ],
+                "summary": "List routes.",
+                "description": "List routes.\nList all available API routes with their methods and implementing providers.",
+                "parameters": [],
+                "deprecated": false
+            }
+        },
+        "/v1/models": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListModelsResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListModelsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Models"
+                ],
+                "summary": "List all models.",
+                "description": "List all models.",
+                "parameters": [],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A Model.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Model"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Models"
+                ],
+                "summary": "Register model.",
+                "description": "Register model.\nRegister a model.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/RegisterModelRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/models/{model_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A Model.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Model"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Models"
+                ],
+                "summary": "Get model.",
+                "description": "Get model.\nGet a model by its identifier.",
+                "parameters": [
+                    {
+                        "name": "model_id",
+                        "in": "path",
+                        "description": "The identifier of the model to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Models"
+                ],
+                "summary": "Unregister model.",
+                "description": "Unregister model.\nUnregister a model.",
+                "parameters": [
+                    {
+                        "name": "model_id",
+                        "in": "path",
+                        "description": "The identifier of the model to unregister.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/moderations": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A moderation object.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ModerationObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Safety"
+                ],
+                "summary": "Create moderation.",
+                "description": "Create moderation.\nClassifies if text and/or image inputs are potentially harmful.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/RunModerationRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/prompts": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListPromptsResponse containing all prompts.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListPromptsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Prompts"
+                ],
+                "summary": "List all prompts.",
+                "description": "List all prompts.",
+                "parameters": [],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "The created Prompt resource.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Prompt"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Prompts"
+                ],
+                "summary": "Create prompt.",
+                "description": "Create prompt.\nCreate a new prompt.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/CreatePromptRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/prompts/{prompt_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A Prompt resource.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Prompt"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Prompts"
+                ],
+                "summary": "Get prompt.",
+                "description": "Get prompt.\nGet a prompt by its identifier and optional version.",
+                "parameters": [
+                    {
+                        "name": "prompt_id",
+                        "in": "path",
+                        "description": "The identifier of the prompt to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "version",
+                        "in": "query",
+                        "description": "The version of the prompt to get (defaults to latest).",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "The updated Prompt resource with incremented version.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Prompt"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Prompts"
+                ],
+                "summary": "Update prompt.",
+                "description": "Update prompt.\nUpdate an existing prompt (increments version).",
+                "parameters": [
+                    {
+                        "name": "prompt_id",
+                        "in": "path",
+                        "description": "The identifier of the prompt to update.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/UpdatePromptRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Prompts"
+                ],
+                "summary": "Delete prompt.",
+                "description": "Delete prompt.\nDelete a prompt.",
+                "parameters": [
+                    {
+                        "name": "prompt_id",
+                        "in": "path",
+                        "description": "The identifier of the prompt to delete.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/prompts/{prompt_id}/set-default-version": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "The prompt with the specified version now set as default.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Prompt"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Prompts"
+                ],
+                "summary": "Set prompt version.",
+                "description": "Set prompt version.\nSet which version of a prompt should be the default in get_prompt (latest).",
+                "parameters": [
+                    {
+                        "name": "prompt_id",
+                        "in": "path",
+                        "description": "The identifier of the prompt.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/SetDefaultVersionRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/prompts/{prompt_id}/versions": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListPromptsResponse containing all versions of the prompt.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListPromptsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Prompts"
+                ],
+                "summary": "List prompt versions.",
+                "description": "List prompt versions.\nList all versions of a specific prompt.",
+                "parameters": [
+                    {
+                        "name": "prompt_id",
+                        "in": "path",
+                        "description": "The identifier of the prompt to list versions for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/providers": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListProvidersResponse containing information about all providers.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListProvidersResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Providers"
+                ],
+                "summary": "List providers.",
+                "description": "List providers.\nList all available providers.",
+                "parameters": [],
+                "deprecated": false
+            }
+        },
+        "/v1/providers/{provider_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ProviderInfo object containing the provider's details.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ProviderInfo"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Providers"
+                ],
+                "summary": "Get provider.",
+                "description": "Get provider.\nGet detailed information about a specific provider.",
+                "parameters": [
+                    {
+                        "name": "provider_id",
+                        "in": "path",
+                        "description": "The ID of the provider to inspect.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/responses": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListOpenAIResponseObject.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListOpenAIResponseObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "List all responses.",
+                "description": "List all responses.",
+                "parameters": [
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "The ID of the last response to return.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "The number of responses to return.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "model",
+                        "in": "query",
+                        "description": "The model to filter responses by.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "The order to sort responses by when sorted by created_at ('asc' or 'desc').",
+                        "required": false,
+                        "schema": {
+                            "$ref": "#/components/schemas/Order"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIResponseObject.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIResponseObject"
+                                }
+                            },
+                            "text/event-stream": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIResponseObjectStream"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Create a model response.",
+                "description": "Create a model response.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/CreateOpenaiResponseRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false,
+                "x-llama-stack-extra-body-params": [
+                    {
+                        "name": "guardrails",
+                        "schema": {
+                            "type": "array",
+                            "items": {
+                                "oneOf": [
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "$ref": "#/components/schemas/ResponseGuardrailSpec"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "List of guardrails to apply during response generation. Guardrails provide safety and content moderation.",
+                        "required": false
+                    }
+                ]
+            }
+        },
+        "/v1/responses/{response_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIResponseObject.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIResponseObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Get a model response.",
+                "description": "Get a model response.",
+                "parameters": [
+                    {
+                        "name": "response_id",
+                        "in": "path",
+                        "description": "The ID of the OpenAI response to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "An OpenAIDeleteResponseObject",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/OpenAIDeleteResponseObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Delete a response.",
+                "description": "Delete a response.",
+                "parameters": [
+                    {
+                        "name": "response_id",
+                        "in": "path",
+                        "description": "The ID of the OpenAI response to delete.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/responses/{response_id}/input_items": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "An ListOpenAIResponseInputItem.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListOpenAIResponseInputItem"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "List input items.",
+                "description": "List input items.",
+                "parameters": [
+                    {
+                        "name": "response_id",
+                        "in": "path",
+                        "description": "The ID of the response to retrieve input items for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "An item ID to list items after, used for pagination.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "before",
+                        "in": "query",
+                        "description": "An item ID to list items before, used for pagination.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "include",
+                        "in": "query",
+                        "description": "Additional fields to include in the response.",
+                        "required": false,
+                        "schema": {
+                            "type": "array",
+                            "items": {
+                                "type": "string"
+                            }
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "The order to return the input items in. Default is desc.",
+                        "required": false,
+                        "schema": {
+                            "$ref": "#/components/schemas/Order"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/safety/run-shield": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A RunShieldResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/RunShieldResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Safety"
+                ],
+                "summary": "Run shield.",
+                "description": "Run shield.\nRun a shield.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/RunShieldRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/scoring-functions": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListScoringFunctionsResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListScoringFunctionsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ScoringFunctions"
+                ],
+                "summary": "List all scoring functions.",
+                "description": "List all scoring functions.",
+                "parameters": [],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ScoringFunctions"
+                ],
+                "summary": "Register a scoring function.",
+                "description": "Register a scoring function.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/RegisterScoringFunctionRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/scoring-functions/{scoring_fn_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ScoringFn.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ScoringFn"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ScoringFunctions"
+                ],
+                "summary": "Get a scoring function by its ID.",
+                "description": "Get a scoring function by its ID.",
+                "parameters": [
+                    {
+                        "name": "scoring_fn_id",
+                        "in": "path",
+                        "description": "The ID of the scoring function to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ScoringFunctions"
+                ],
+                "summary": "Unregister a scoring function.",
+                "description": "Unregister a scoring function.",
+                "parameters": [
+                    {
+                        "name": "scoring_fn_id",
+                        "in": "path",
+                        "description": "The ID of the scoring function to unregister.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/scoring/score": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A ScoreResponse object containing rows and aggregated results.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ScoreResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Scoring"
+                ],
+                "summary": "Score a list of rows.",
+                "description": "Score a list of rows.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/ScoreRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/scoring/score-batch": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A ScoreBatchResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ScoreBatchResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Scoring"
+                ],
+                "summary": "Score a batch of rows.",
+                "description": "Score a batch of rows.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/ScoreBatchRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/shields": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListShieldsResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListShieldsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Shields"
+                ],
+                "summary": "List all shields.",
+                "description": "List all shields.",
+                "parameters": [],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A Shield.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Shield"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Shields"
+                ],
+                "summary": "Register a shield.",
+                "description": "Register a shield.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/RegisterShieldRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/shields/{identifier}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A Shield.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Shield"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Shields"
+                ],
+                "summary": "Get a shield by its identifier.",
+                "description": "Get a shield by its identifier.",
+                "parameters": [
+                    {
+                        "name": "identifier",
+                        "in": "path",
+                        "description": "The identifier of the shield to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Shields"
+                ],
+                "summary": "Unregister a shield.",
+                "description": "Unregister a shield.",
+                "parameters": [
+                    {
+                        "name": "identifier",
+                        "in": "path",
+                        "description": "The identifier of the shield to unregister.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/synthetic-data-generation/generate": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "Response containing filtered synthetic data samples and optional statistics",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/SyntheticDataGenerationResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "SyntheticDataGeneration (Coming Soon)"
+                ],
+                "summary": "Generate synthetic data based on input dialogs and apply filtering.",
+                "description": "Generate synthetic data based on input dialogs and apply filtering.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/SyntheticDataGenerateRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/tool-runtime/invoke": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A ToolInvocationResult.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ToolInvocationResult"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ToolRuntime"
+                ],
+                "summary": "Run a tool with the given arguments.",
+                "description": "Run a tool with the given arguments.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/InvokeToolRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/tool-runtime/list-tools": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListToolDefsResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListToolDefsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ToolRuntime"
+                ],
+                "summary": "List all tools in the runtime.",
+                "description": "List all tools in the runtime.",
+                "parameters": [
+                    {
+                        "name": "tool_group_id",
+                        "in": "query",
+                        "description": "The ID of the tool group to list tools for.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "mcp_endpoint",
+                        "in": "query",
+                        "description": "The MCP endpoint to use for the tool group.",
+                        "required": false,
+                        "schema": {
+                            "$ref": "#/components/schemas/URL"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/tool-runtime/rag-tool/insert": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ToolRuntime"
+                ],
+                "summary": "Index documents so they can be used by the RAG system.",
+                "description": "Index documents so they can be used by the RAG system.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/InsertRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/tool-runtime/rag-tool/query": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "RAGQueryResult containing the retrieved content and metadata",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/RAGQueryResult"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ToolRuntime"
+                ],
+                "summary": "Query the RAG system for context; typically invoked by the agent.",
+                "description": "Query the RAG system for context; typically invoked by the agent.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/QueryRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/toolgroups": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListToolGroupsResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListToolGroupsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ToolGroups"
+                ],
+                "summary": "List tool groups with optional provider.",
+                "description": "List tool groups with optional provider.",
+                "parameters": [],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ToolGroups"
+                ],
+                "summary": "Register a tool group.",
+                "description": "Register a tool group.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/RegisterToolGroupRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/toolgroups/{toolgroup_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ToolGroup.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ToolGroup"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ToolGroups"
+                ],
+                "summary": "Get a tool group by its ID.",
+                "description": "Get a tool group by its ID.",
+                "parameters": [
+                    {
+                        "name": "toolgroup_id",
+                        "in": "path",
+                        "description": "The ID of the tool group to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ToolGroups"
+                ],
+                "summary": "Unregister a tool group.",
+                "description": "Unregister a tool group.",
+                "parameters": [
+                    {
+                        "name": "toolgroup_id",
+                        "in": "path",
+                        "description": "The ID of the tool group to unregister.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/tools": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListToolDefsResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListToolDefsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ToolGroups"
+                ],
+                "summary": "List tools with optional tool group.",
+                "description": "List tools with optional tool group.",
+                "parameters": [
+                    {
+                        "name": "toolgroup_id",
+                        "in": "query",
+                        "description": "The ID of the tool group to list tools for.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/tools/{tool_name}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ToolDef.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ToolDef"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "ToolGroups"
+                ],
+                "summary": "Get a tool by its name.",
+                "description": "Get a tool by its name.",
+                "parameters": [
+                    {
+                        "name": "tool_name",
+                        "in": "path",
+                        "description": "The name of the tool to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/vector-io/insert": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Insert chunks into a vector database.",
+                "description": "Insert chunks into a vector database.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/InsertChunksRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/vector-io/query": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A QueryChunksResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/QueryChunksResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Query chunks from a vector database.",
+                "description": "Query chunks from a vector database.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/QueryChunksRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/vector_stores": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreListResponse containing the list of vector stores.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreListResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Returns a list of vector stores.",
+                "description": "Returns a list of vector stores.",
+                "parameters": [
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "A cursor for use in pagination. `after` is an object ID that defines your place in the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "before",
+                        "in": "query",
+                        "description": "A cursor for use in pagination. `before` is an object ID that defines your place in the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreObject representing the created vector store.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Creates a vector store.",
+                "description": "Creates a vector store.\nGenerate an OpenAI-compatible vector store with the given parameters.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenAICreateVectorStoreRequestWithExtraBody"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/vector_stores/{vector_store_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreObject representing the vector store.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Retrieves a vector store.",
+                "description": "Retrieves a vector store.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreObject representing the updated vector store.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Updates a vector store.",
+                "description": "Updates a vector store.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to update.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenaiUpdateVectorStoreRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreDeleteResponse indicating the deletion status.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreDeleteResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Delete a vector store.",
+                "description": "Delete a vector store.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to delete.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/vector_stores/{vector_store_id}/file_batches": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileBatchObject representing the created file batch.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileBatchObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Create a vector store file batch.",
+                "description": "Create a vector store file batch.\nGenerate an OpenAI-compatible vector store file batch for the given vector store.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to create the file batch for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenAICreateVectorStoreFileBatchRequestWithExtraBody"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/vector_stores/{vector_store_id}/file_batches/{batch_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileBatchObject representing the file batch.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileBatchObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Retrieve a vector store file batch.",
+                "description": "Retrieve a vector store file batch.",
+                "parameters": [
+                    {
+                        "name": "batch_id",
+                        "in": "path",
+                        "description": "The ID of the file batch to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file batch.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/vector_stores/{vector_store_id}/file_batches/{batch_id}/cancel": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileBatchObject representing the cancelled file batch.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileBatchObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Cancels a vector store file batch.",
+                "description": "Cancels a vector store file batch.",
+                "parameters": [
+                    {
+                        "name": "batch_id",
+                        "in": "path",
+                        "description": "The ID of the file batch to cancel.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file batch.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/vector_stores/{vector_store_id}/file_batches/{batch_id}/files": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFilesListInBatchResponse containing the list of files in the batch.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFilesListInBatchResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Returns a list of vector store files in a batch.",
+                "description": "Returns a list of vector store files in a batch.",
+                "parameters": [
+                    {
+                        "name": "batch_id",
+                        "in": "path",
+                        "description": "The ID of the file batch to list files from.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file batch.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "A cursor for use in pagination. `after` is an object ID that defines your place in the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "before",
+                        "in": "query",
+                        "description": "A cursor for use in pagination. `before` is an object ID that defines your place in the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "filter",
+                        "in": "query",
+                        "description": "Filter by file status. One of in_progress, completed, failed, cancelled.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/vector_stores/{vector_store_id}/files": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreListFilesResponse containing the list of files.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreListFilesResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "List files in a vector store.",
+                "description": "List files in a vector store.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to list files from.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "(Optional) A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "order",
+                        "in": "query",
+                        "description": "(Optional) Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "after",
+                        "in": "query",
+                        "description": "(Optional) A cursor for use in pagination. `after` is an object ID that defines your place in the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "before",
+                        "in": "query",
+                        "description": "(Optional) A cursor for use in pagination. `before` is an object ID that defines your place in the list.",
+                        "required": false,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "filter",
+                        "in": "query",
+                        "description": "(Optional) Filter by file status to only return files with the specified status.",
+                        "required": false,
+                        "schema": {
+                            "$ref": "#/components/schemas/VectorStoreFileStatus"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileObject representing the attached file.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Attach a file to a vector store.",
+                "description": "Attach a file to a vector store.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to attach the file to.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenaiAttachFileToVectorStoreRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/vector_stores/{vector_store_id}/files/{file_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileObject representing the file.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Retrieves a vector store file.",
+                "description": "Retrieves a vector store file.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileObject representing the updated file.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileObject"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Updates a vector store file.",
+                "description": "Updates a vector store file.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file to update.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to update.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenaiUpdateVectorStoreFileRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreFileDeleteResponse indicating the deletion status.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileDeleteResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Delete a vector store file.",
+                "description": "Delete a vector store file.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file to delete.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to delete.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/vector_stores/{vector_store_id}/files/{file_id}/content": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A list of InterleavedContent representing the file contents.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreFileContentsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Retrieves the contents of a vector store file.",
+                "description": "Retrieves the contents of a vector store file.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store containing the file to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "file_id",
+                        "in": "path",
+                        "description": "The ID of the file to retrieve.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1/vector_stores/{vector_store_id}/search": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A VectorStoreSearchResponse containing the search results.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VectorStoreSearchResponsePage"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "VectorIO"
+                ],
+                "summary": "Search for chunks in a vector store.",
+                "description": "Search for chunks in a vector store.\nSearches a vector store for relevant chunks based on a query and optional file attribute filters.",
+                "parameters": [
+                    {
+                        "name": "vector_store_id",
+                        "in": "path",
+                        "description": "The ID of the vector store to search.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/OpenaiSearchVectorStoreRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1/version": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "Version information containing the service version number.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/VersionInfo"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inspect"
+                ],
+                "summary": "Get version.",
+                "description": "Get version.\nGet the version of the service.",
+                "parameters": [],
+                "deprecated": false
+            }
+        },
+        "/v1beta/datasetio/append-rows/{dataset_id}": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "DatasetIO"
+                ],
+                "summary": "Append rows to a dataset.",
+                "description": "Append rows to a dataset.",
+                "parameters": [
+                    {
+                        "name": "dataset_id",
+                        "in": "path",
+                        "description": "The ID of the dataset to append the rows to.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/AppendRowsRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1beta/datasetio/iterrows/{dataset_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A PaginatedResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/PaginatedResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "DatasetIO"
+                ],
+                "summary": "Get a paginated list of rows from a dataset.",
+                "description": "Get a paginated list of rows from a dataset.\nUses offset-based pagination where:\n- start_index: The starting index (0-based). If None, starts from beginning.\n- limit: Number of items to return. If None or -1, returns all items.\n\nThe response includes:\n- data: List of items for the current page.\n- has_more: Whether there are more items available after this set.",
+                "parameters": [
+                    {
+                        "name": "dataset_id",
+                        "in": "path",
+                        "description": "The ID of the dataset to get the rows from.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "start_index",
+                        "in": "query",
+                        "description": "Index into dataset for the first row to get. Get all rows if None.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "The number of rows to get.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1beta/datasets": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListDatasetsResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListDatasetsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Datasets"
+                ],
+                "summary": "List all datasets.",
+                "description": "List all datasets.",
+                "parameters": [],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A Dataset.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Dataset"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Datasets"
+                ],
+                "summary": "Register a new dataset.",
+                "description": "Register a new dataset.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/RegisterDatasetRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1beta/datasets/{dataset_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A Dataset.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Dataset"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Datasets"
+                ],
+                "summary": "Get a dataset by its ID.",
+                "description": "Get a dataset by its ID.",
+                "parameters": [
+                    {
+                        "name": "dataset_id",
+                        "in": "path",
+                        "description": "The ID of the dataset to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Datasets"
+                ],
+                "summary": "Unregister a dataset by its ID.",
+                "description": "Unregister a dataset by its ID.",
+                "parameters": [
+                    {
+                        "name": "dataset_id",
+                        "in": "path",
+                        "description": "The ID of the dataset to unregister.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1alpha/agents": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A PaginatedResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/PaginatedResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "List all agents.",
+                "description": "List all agents.",
+                "parameters": [
+                    {
+                        "name": "start_index",
+                        "in": "query",
+                        "description": "The index to start the pagination from.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "The number of agents to return.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "An AgentCreateResponse with the agent ID.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/AgentCreateResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Create an agent with the given configuration.",
+                "description": "Create an agent with the given configuration.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/CreateAgentRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1alpha/agents/{agent_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "An Agent of the agent.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Agent"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Describe an agent by its ID.",
+                "description": "Describe an agent by its ID.",
+                "parameters": [
+                    {
+                        "name": "agent_id",
+                        "in": "path",
+                        "description": "ID of the agent.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Delete an agent by its ID and its associated sessions and turns.",
+                "description": "Delete an agent by its ID and its associated sessions and turns.",
+                "parameters": [
+                    {
+                        "name": "agent_id",
+                        "in": "path",
+                        "description": "The ID of the agent to delete.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1alpha/agents/{agent_id}/session": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "An AgentSessionCreateResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/AgentSessionCreateResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Create a new session for an agent.",
+                "description": "Create a new session for an agent.",
+                "parameters": [
+                    {
+                        "name": "agent_id",
+                        "in": "path",
+                        "description": "The ID of the agent to create the session for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/CreateAgentSessionRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1alpha/agents/{agent_id}/session/{session_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A Session.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Session"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Retrieve an agent session by its ID.",
+                "description": "Retrieve an agent session by its ID.",
+                "parameters": [
+                    {
+                        "name": "session_id",
+                        "in": "path",
+                        "description": "The ID of the session to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "agent_id",
+                        "in": "path",
+                        "description": "The ID of the agent to get the session for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "turn_ids",
+                        "in": "query",
+                        "description": "(Optional) List of turn IDs to filter the session by.",
+                        "required": false,
+                        "schema": {
+                            "type": "array",
+                            "items": {
+                                "type": "string"
+                            }
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Delete an agent session by its ID and its associated turns.",
+                "description": "Delete an agent session by its ID and its associated turns.",
+                "parameters": [
+                    {
+                        "name": "session_id",
+                        "in": "path",
+                        "description": "The ID of the session to delete.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "agent_id",
+                        "in": "path",
+                        "description": "The ID of the agent to delete the session for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1alpha/agents/{agent_id}/session/{session_id}/turn": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "If stream=False, returns a Turn object. If stream=True, returns an SSE event stream of AgentTurnResponseStreamChunk.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Turn"
+                                }
+                            },
+                            "text/event-stream": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/AgentTurnResponseStreamChunk"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Create a new turn for an agent.",
+                "description": "Create a new turn for an agent.",
+                "parameters": [
+                    {
+                        "name": "agent_id",
+                        "in": "path",
+                        "description": "The ID of the agent to create the turn for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "session_id",
+                        "in": "path",
+                        "description": "The ID of the session to create the turn for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/CreateAgentTurnRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1alpha/agents/{agent_id}/session/{session_id}/turn/{turn_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A Turn.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Turn"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Retrieve an agent turn by its ID.",
+                "description": "Retrieve an agent turn by its ID.",
+                "parameters": [
+                    {
+                        "name": "agent_id",
+                        "in": "path",
+                        "description": "The ID of the agent to get the turn for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "session_id",
+                        "in": "path",
+                        "description": "The ID of the session to get the turn for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "turn_id",
+                        "in": "path",
+                        "description": "The ID of the turn to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1alpha/agents/{agent_id}/session/{session_id}/turn/{turn_id}/resume": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A Turn object if stream is False, otherwise an AsyncIterator of AgentTurnResponseStreamChunk objects.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Turn"
+                                }
+                            },
+                            "text/event-stream": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/AgentTurnResponseStreamChunk"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Resume an agent turn with executed tool call responses.",
+                "description": "Resume an agent turn with executed tool call responses.\nWhen a Turn has the status `awaiting_input` due to pending input from client side tool calls, this endpoint can be used to submit the outputs from the tool calls once they are ready.",
+                "parameters": [
+                    {
+                        "name": "agent_id",
+                        "in": "path",
+                        "description": "The ID of the agent to resume.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "session_id",
+                        "in": "path",
+                        "description": "The ID of the session to resume.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "turn_id",
+                        "in": "path",
+                        "description": "The ID of the turn to resume.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/ResumeAgentTurnRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1alpha/agents/{agent_id}/session/{session_id}/turn/{turn_id}/step/{step_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "An AgentStepResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/AgentStepResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "Retrieve an agent step by its ID.",
+                "description": "Retrieve an agent step by its ID.",
+                "parameters": [
+                    {
+                        "name": "agent_id",
+                        "in": "path",
+                        "description": "The ID of the agent to get the step for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "session_id",
+                        "in": "path",
+                        "description": "The ID of the session to get the step for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "turn_id",
+                        "in": "path",
+                        "description": "The ID of the turn to get the step for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "step_id",
+                        "in": "path",
+                        "description": "The ID of the step to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1alpha/agents/{agent_id}/sessions": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A PaginatedResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/PaginatedResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Agents"
+                ],
+                "summary": "List all session(s) of a given agent.",
+                "description": "List all session(s) of a given agent.",
+                "parameters": [
+                    {
+                        "name": "agent_id",
+                        "in": "path",
+                        "description": "The ID of the agent to list sessions for.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "start_index",
+                        "in": "query",
+                        "description": "The index to start the pagination from.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    },
+                    {
+                        "name": "limit",
+                        "in": "query",
+                        "description": "The number of sessions to return.",
+                        "required": false,
+                        "schema": {
+                            "type": "integer"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1alpha/eval/benchmarks": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListBenchmarksResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListBenchmarksResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Benchmarks"
+                ],
+                "summary": "List all benchmarks.",
+                "description": "List all benchmarks.",
+                "parameters": [],
+                "deprecated": false
+            },
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Benchmarks"
+                ],
+                "summary": "Register a benchmark.",
+                "description": "Register a benchmark.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/RegisterBenchmarkRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1alpha/eval/benchmarks/{benchmark_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A Benchmark.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Benchmark"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Benchmarks"
+                ],
+                "summary": "Get a benchmark by its ID.",
+                "description": "Get a benchmark by its ID.",
+                "parameters": [
+                    {
+                        "name": "benchmark_id",
+                        "in": "path",
+                        "description": "The ID of the benchmark to get.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Benchmarks"
+                ],
+                "summary": "Unregister a benchmark.",
+                "description": "Unregister a benchmark.",
+                "parameters": [
+                    {
+                        "name": "benchmark_id",
+                        "in": "path",
+                        "description": "The ID of the benchmark to unregister.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1alpha/eval/benchmarks/{benchmark_id}/evaluations": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "EvaluateResponse object containing generations and scores.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/EvaluateResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Eval"
+                ],
+                "summary": "Evaluate a list of rows on a benchmark.",
+                "description": "Evaluate a list of rows on a benchmark.",
+                "parameters": [
+                    {
+                        "name": "benchmark_id",
+                        "in": "path",
+                        "description": "The ID of the benchmark to run the evaluation on.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/EvaluateRowsRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1alpha/eval/benchmarks/{benchmark_id}/jobs": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "The job that was created to run the evaluation.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Job"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Eval"
+                ],
+                "summary": "Run an evaluation on a benchmark.",
+                "description": "Run an evaluation on a benchmark.",
+                "parameters": [
+                    {
+                        "name": "benchmark_id",
+                        "in": "path",
+                        "description": "The ID of the benchmark to run the evaluation on.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/RunEvalRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1alpha/eval/benchmarks/{benchmark_id}/jobs/{job_id}": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "The status of the evaluation job.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/Job"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Eval"
+                ],
+                "summary": "Get the status of a job.",
+                "description": "Get the status of a job.",
+                "parameters": [
+                    {
+                        "name": "benchmark_id",
+                        "in": "path",
+                        "description": "The ID of the benchmark to run the evaluation on.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "job_id",
+                        "in": "path",
+                        "description": "The ID of the job to get the status of.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            },
+            "delete": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Eval"
+                ],
+                "summary": "Cancel a job.",
+                "description": "Cancel a job.",
+                "parameters": [
+                    {
+                        "name": "benchmark_id",
+                        "in": "path",
+                        "description": "The ID of the benchmark to run the evaluation on.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "job_id",
+                        "in": "path",
+                        "description": "The ID of the job to cancel.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1alpha/eval/benchmarks/{benchmark_id}/jobs/{job_id}/result": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "The result of the job.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/EvaluateResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Eval"
+                ],
+                "summary": "Get the result of a job.",
+                "description": "Get the result of a job.",
+                "parameters": [
+                    {
+                        "name": "benchmark_id",
+                        "in": "path",
+                        "description": "The ID of the benchmark to run the evaluation on.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    },
+                    {
+                        "name": "job_id",
+                        "in": "path",
+                        "description": "The ID of the job to get the result of.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1alpha/inference/rerank": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "RerankResponse with indices sorted by relevance score (descending).",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/RerankResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "Inference"
+                ],
+                "summary": "Rerank a list of documents based on their relevance to a query.",
+                "description": "Rerank a list of documents based on their relevance to a query.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/RerankRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1alpha/post-training/job/artifacts": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A PostTrainingJobArtifactsResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/PostTrainingJobArtifactsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "PostTraining (Coming Soon)"
+                ],
+                "summary": "Get the artifacts of a training job.",
+                "description": "Get the artifacts of a training job.",
+                "parameters": [
+                    {
+                        "name": "job_uuid",
+                        "in": "query",
+                        "description": "The UUID of the job to get the artifacts of.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1alpha/post-training/job/cancel": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "OK"
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "PostTraining (Coming Soon)"
+                ],
+                "summary": "Cancel a training job.",
+                "description": "Cancel a training job.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/CancelTrainingJobRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1alpha/post-training/job/status": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A PostTrainingJobStatusResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/PostTrainingJobStatusResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "PostTraining (Coming Soon)"
+                ],
+                "summary": "Get the status of a training job.",
+                "description": "Get the status of a training job.",
+                "parameters": [
+                    {
+                        "name": "job_uuid",
+                        "in": "query",
+                        "description": "The UUID of the job to get the status of.",
+                        "required": true,
+                        "schema": {
+                            "type": "string"
+                        }
+                    }
+                ],
+                "deprecated": false
+            }
+        },
+        "/v1alpha/post-training/jobs": {
+            "get": {
+                "responses": {
+                    "200": {
+                        "description": "A ListPostTrainingJobsResponse.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/ListPostTrainingJobsResponse"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "PostTraining (Coming Soon)"
+                ],
+                "summary": "Get all training jobs.",
+                "description": "Get all training jobs.",
+                "parameters": [],
+                "deprecated": false
+            }
+        },
+        "/v1alpha/post-training/preference-optimize": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A PostTrainingJob.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/PostTrainingJob"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "PostTraining (Coming Soon)"
+                ],
+                "summary": "Run preference optimization of a model.",
+                "description": "Run preference optimization of a model.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/PreferenceOptimizeRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        },
+        "/v1alpha/post-training/supervised-fine-tune": {
+            "post": {
+                "responses": {
+                    "200": {
+                        "description": "A PostTrainingJob.",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "$ref": "#/components/schemas/PostTrainingJob"
+                                }
+                            }
+                        }
+                    },
+                    "400": {
+                        "$ref": "#/components/responses/BadRequest400"
+                    },
+                    "429": {
+                        "$ref": "#/components/responses/TooManyRequests429"
+                    },
+                    "500": {
+                        "$ref": "#/components/responses/InternalServerError500"
+                    },
+                    "default": {
+                        "$ref": "#/components/responses/DefaultError"
+                    }
+                },
+                "tags": [
+                    "PostTraining (Coming Soon)"
+                ],
+                "summary": "Run supervised fine-tuning of a model.",
+                "description": "Run supervised fine-tuning of a model.",
+                "parameters": [],
+                "requestBody": {
+                    "content": {
+                        "application/json": {
+                            "schema": {
+                                "$ref": "#/components/schemas/SupervisedFineTuneRequest"
+                            }
+                        }
+                    },
+                    "required": true
+                },
+                "deprecated": false
+            }
+        }
+    },
+    "jsonSchemaDialect": "https://json-schema.org/draft/2020-12/schema",
+    "components": {
+        "schemas": {
+            "Error": {
+                "type": "object",
+                "properties": {
+                    "status": {
+                        "type": "integer",
+                        "description": "HTTP status code"
+                    },
+                    "title": {
+                        "type": "string",
+                        "description": "Error title, a short summary of the error which is invariant for an error type"
+                    },
+                    "detail": {
+                        "type": "string",
+                        "description": "Error detail, a longer human-readable description of the error"
+                    },
+                    "instance": {
+                        "type": "string",
+                        "description": "(Optional) A URL which can be used to retrieve more information about the specific occurrence of the error"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "status",
+                    "title",
+                    "detail"
+                ],
+                "title": "Error",
+                "description": "Error response from the API. Roughly follows RFC 7807."
+            },
+            "ListBatchesResponse": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "const": "list",
+                        "default": "list"
+                    },
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "properties": {
+                                "id": {
+                                    "type": "string"
+                                },
+                                "completion_window": {
+                                    "type": "string"
+                                },
+                                "created_at": {
+                                    "type": "integer"
+                                },
+                                "endpoint": {
+                                    "type": "string"
+                                },
+                                "input_file_id": {
+                                    "type": "string"
+                                },
+                                "object": {
+                                    "type": "string",
+                                    "const": "batch"
+                                },
+                                "status": {
+                                    "type": "string",
+                                    "enum": [
+                                        "validating",
+                                        "failed",
+                                        "in_progress",
+                                        "finalizing",
+                                        "completed",
+                                        "expired",
+                                        "cancelling",
+                                        "cancelled"
+                                    ]
+                                },
+                                "cancelled_at": {
+                                    "type": "integer"
+                                },
+                                "cancelling_at": {
+                                    "type": "integer"
+                                },
+                                "completed_at": {
+                                    "type": "integer"
+                                },
+                                "error_file_id": {
+                                    "type": "string"
+                                },
+                                "errors": {
+                                    "type": "object",
+                                    "properties": {
+                                        "data": {
+                                            "type": "array",
+                                            "items": {
+                                                "type": "object",
+                                                "properties": {
+                                                    "code": {
+                                                        "type": "string"
+                                                    },
+                                                    "line": {
+                                                        "type": "integer"
+                                                    },
+                                                    "message": {
+                                                        "type": "string"
+                                                    },
+                                                    "param": {
+                                                        "type": "string"
+                                                    }
+                                                },
+                                                "additionalProperties": false,
+                                                "title": "BatchError"
+                                            }
+                                        },
+                                        "object": {
+                                            "type": "string"
+                                        }
+                                    },
+                                    "additionalProperties": false,
+                                    "title": "Errors"
+                                },
+                                "expired_at": {
+                                    "type": "integer"
+                                },
+                                "expires_at": {
+                                    "type": "integer"
+                                },
+                                "failed_at": {
+                                    "type": "integer"
+                                },
+                                "finalizing_at": {
+                                    "type": "integer"
+                                },
+                                "in_progress_at": {
+                                    "type": "integer"
+                                },
+                                "metadata": {
+                                    "type": "object",
+                                    "additionalProperties": {
+                                        "type": "string"
+                                    }
+                                },
+                                "model": {
+                                    "type": "string"
+                                },
+                                "output_file_id": {
+                                    "type": "string"
+                                },
+                                "request_counts": {
+                                    "type": "object",
+                                    "properties": {
+                                        "completed": {
+                                            "type": "integer"
+                                        },
+                                        "failed": {
+                                            "type": "integer"
+                                        },
+                                        "total": {
+                                            "type": "integer"
+                                        }
+                                    },
+                                    "additionalProperties": false,
+                                    "required": [
+                                        "completed",
+                                        "failed",
+                                        "total"
+                                    ],
+                                    "title": "BatchRequestCounts"
+                                },
+                                "usage": {
+                                    "type": "object",
+                                    "properties": {
+                                        "input_tokens": {
+                                            "type": "integer"
+                                        },
+                                        "input_tokens_details": {
+                                            "type": "object",
+                                            "properties": {
+                                                "cached_tokens": {
+                                                    "type": "integer"
+                                                }
+                                            },
+                                            "additionalProperties": false,
+                                            "required": [
+                                                "cached_tokens"
+                                            ],
+                                            "title": "InputTokensDetails"
+                                        },
+                                        "output_tokens": {
+                                            "type": "integer"
+                                        },
+                                        "output_tokens_details": {
+                                            "type": "object",
+                                            "properties": {
+                                                "reasoning_tokens": {
+                                                    "type": "integer"
+                                                }
+                                            },
+                                            "additionalProperties": false,
+                                            "required": [
+                                                "reasoning_tokens"
+                                            ],
+                                            "title": "OutputTokensDetails"
+                                        },
+                                        "total_tokens": {
+                                            "type": "integer"
+                                        }
+                                    },
+                                    "additionalProperties": false,
+                                    "required": [
+                                        "input_tokens",
+                                        "input_tokens_details",
+                                        "output_tokens",
+                                        "output_tokens_details",
+                                        "total_tokens"
+                                    ],
+                                    "title": "BatchUsage"
+                                }
+                            },
+                            "additionalProperties": false,
+                            "required": [
+                                "id",
+                                "completion_window",
+                                "created_at",
+                                "endpoint",
+                                "input_file_id",
+                                "object",
+                                "status"
+                            ],
+                            "title": "Batch"
+                        }
+                    },
+                    "first_id": {
+                        "type": "string"
+                    },
+                    "last_id": {
+                        "type": "string"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "default": false
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "data",
+                    "has_more"
+                ],
+                "title": "ListBatchesResponse",
+                "description": "Response containing a list of batch objects."
+            },
+            "CreateBatchRequest": {
+                "type": "object",
+                "properties": {
+                    "input_file_id": {
+                        "type": "string",
+                        "description": "The ID of an uploaded file containing requests for the batch."
+                    },
+                    "endpoint": {
+                        "type": "string",
+                        "description": "The endpoint to be used for all requests in the batch."
+                    },
+                    "completion_window": {
+                        "type": "string",
+                        "const": "24h",
+                        "description": "The time window within which the batch should be processed."
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "string"
+                        },
+                        "description": "Optional metadata for the batch."
+                    },
+                    "idempotency_key": {
+                        "type": "string",
+                        "description": "Optional idempotency key. When provided, enables idempotent behavior."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "input_file_id",
+                    "endpoint",
+                    "completion_window"
+                ],
+                "title": "CreateBatchRequest"
+            },
+            "Batch": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string"
+                    },
+                    "completion_window": {
+                        "type": "string"
+                    },
+                    "created_at": {
+                        "type": "integer"
+                    },
+                    "endpoint": {
+                        "type": "string"
+                    },
+                    "input_file_id": {
+                        "type": "string"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "batch"
+                    },
+                    "status": {
+                        "type": "string",
+                        "enum": [
+                            "validating",
+                            "failed",
+                            "in_progress",
+                            "finalizing",
+                            "completed",
+                            "expired",
+                            "cancelling",
+                            "cancelled"
+                        ]
+                    },
+                    "cancelled_at": {
+                        "type": "integer"
+                    },
+                    "cancelling_at": {
+                        "type": "integer"
+                    },
+                    "completed_at": {
+                        "type": "integer"
+                    },
+                    "error_file_id": {
+                        "type": "string"
+                    },
+                    "errors": {
+                        "type": "object",
+                        "properties": {
+                            "data": {
+                                "type": "array",
+                                "items": {
+                                    "type": "object",
+                                    "properties": {
+                                        "code": {
+                                            "type": "string"
+                                        },
+                                        "line": {
+                                            "type": "integer"
+                                        },
+                                        "message": {
+                                            "type": "string"
+                                        },
+                                        "param": {
+                                            "type": "string"
+                                        }
+                                    },
+                                    "additionalProperties": false,
+                                    "title": "BatchError"
+                                }
+                            },
+                            "object": {
+                                "type": "string"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "title": "Errors"
+                    },
+                    "expired_at": {
+                        "type": "integer"
+                    },
+                    "expires_at": {
+                        "type": "integer"
+                    },
+                    "failed_at": {
+                        "type": "integer"
+                    },
+                    "finalizing_at": {
+                        "type": "integer"
+                    },
+                    "in_progress_at": {
+                        "type": "integer"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "string"
+                        }
+                    },
+                    "model": {
+                        "type": "string"
+                    },
+                    "output_file_id": {
+                        "type": "string"
+                    },
+                    "request_counts": {
+                        "type": "object",
+                        "properties": {
+                            "completed": {
+                                "type": "integer"
+                            },
+                            "failed": {
+                                "type": "integer"
+                            },
+                            "total": {
+                                "type": "integer"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "required": [
+                            "completed",
+                            "failed",
+                            "total"
+                        ],
+                        "title": "BatchRequestCounts"
+                    },
+                    "usage": {
+                        "type": "object",
+                        "properties": {
+                            "input_tokens": {
+                                "type": "integer"
+                            },
+                            "input_tokens_details": {
+                                "type": "object",
+                                "properties": {
+                                    "cached_tokens": {
+                                        "type": "integer"
+                                    }
+                                },
+                                "additionalProperties": false,
+                                "required": [
+                                    "cached_tokens"
+                                ],
+                                "title": "InputTokensDetails"
+                            },
+                            "output_tokens": {
+                                "type": "integer"
+                            },
+                            "output_tokens_details": {
+                                "type": "object",
+                                "properties": {
+                                    "reasoning_tokens": {
+                                        "type": "integer"
+                                    }
+                                },
+                                "additionalProperties": false,
+                                "required": [
+                                    "reasoning_tokens"
+                                ],
+                                "title": "OutputTokensDetails"
+                            },
+                            "total_tokens": {
+                                "type": "integer"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "required": [
+                            "input_tokens",
+                            "input_tokens_details",
+                            "output_tokens",
+                            "output_tokens_details",
+                            "total_tokens"
+                        ],
+                        "title": "BatchUsage"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "completion_window",
+                    "created_at",
+                    "endpoint",
+                    "input_file_id",
+                    "object",
+                    "status"
+                ],
+                "title": "Batch"
+            },
+            "Order": {
+                "type": "string",
+                "enum": [
+                    "asc",
+                    "desc"
+                ],
+                "title": "Order",
+                "description": "Sort order for paginated responses."
+            },
+            "ListOpenAIChatCompletionResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "properties": {
+                                "id": {
+                                    "type": "string",
+                                    "description": "The ID of the chat completion"
+                                },
+                                "choices": {
+                                    "type": "array",
+                                    "items": {
+                                        "$ref": "#/components/schemas/OpenAIChoice"
+                                    },
+                                    "description": "List of choices"
+                                },
+                                "object": {
+                                    "type": "string",
+                                    "const": "chat.completion",
+                                    "default": "chat.completion",
+                                    "description": "The object type, which will be \"chat.completion\""
+                                },
+                                "created": {
+                                    "type": "integer",
+                                    "description": "The Unix timestamp in seconds when the chat completion was created"
+                                },
+                                "model": {
+                                    "type": "string",
+                                    "description": "The model that was used to generate the chat completion"
+                                },
+                                "usage": {
+                                    "$ref": "#/components/schemas/OpenAIChatCompletionUsage",
+                                    "description": "Token usage information for the completion"
+                                },
+                                "input_messages": {
+                                    "type": "array",
+                                    "items": {
+                                        "$ref": "#/components/schemas/OpenAIMessageParam"
+                                    }
+                                }
+                            },
+                            "additionalProperties": false,
+                            "required": [
+                                "id",
+                                "choices",
+                                "object",
+                                "created",
+                                "model",
+                                "input_messages"
+                            ],
+                            "title": "OpenAICompletionWithInputMessages"
+                        },
+                        "description": "List of chat completion objects with their input messages"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "description": "Whether there are more completions available beyond this list"
+                    },
+                    "first_id": {
+                        "type": "string",
+                        "description": "ID of the first completion in this list"
+                    },
+                    "last_id": {
+                        "type": "string",
+                        "description": "ID of the last completion in this list"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "list",
+                        "default": "list",
+                        "description": "Must be \"list\" to identify this as a list response"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data",
+                    "has_more",
+                    "first_id",
+                    "last_id",
+                    "object"
+                ],
+                "title": "ListOpenAIChatCompletionResponse",
+                "description": "Response from listing OpenAI-compatible chat completions."
+            },
+            "OpenAIAssistantMessageParam": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "assistant",
+                        "default": "assistant",
+                        "description": "Must be \"assistant\" to identify this as the model's response"
+                    },
+                    "content": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIChatCompletionContentPartTextParam"
+                                }
+                            }
+                        ],
+                        "description": "The content of the model's response"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) The name of the assistant message participant."
+                    },
+                    "tool_calls": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIChatCompletionToolCall"
+                        },
+                        "description": "List of tool calls. Each tool call is an OpenAIChatCompletionToolCall object."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role"
+                ],
+                "title": "OpenAIAssistantMessageParam",
+                "description": "A message containing the model's (assistant) response in an OpenAI-compatible chat completion request."
+            },
+            "OpenAIChatCompletionContentPartImageParam": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "image_url",
+                        "default": "image_url",
+                        "description": "Must be \"image_url\" to identify this as image content"
+                    },
+                    "image_url": {
+                        "$ref": "#/components/schemas/OpenAIImageURL",
+                        "description": "Image URL specification and processing details"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "image_url"
+                ],
+                "title": "OpenAIChatCompletionContentPartImageParam",
+                "description": "Image content part for OpenAI-compatible chat completion messages."
+            },
+            "OpenAIChatCompletionContentPartParam": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIChatCompletionContentPartTextParam"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIChatCompletionContentPartImageParam"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIFile"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "text": "#/components/schemas/OpenAIChatCompletionContentPartTextParam",
+                        "image_url": "#/components/schemas/OpenAIChatCompletionContentPartImageParam",
+                        "file": "#/components/schemas/OpenAIFile"
+                    }
+                }
+            },
+            "OpenAIChatCompletionContentPartTextParam": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "text",
+                        "default": "text",
+                        "description": "Must be \"text\" to identify this as text content"
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "The text content of the message"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "text"
+                ],
+                "title": "OpenAIChatCompletionContentPartTextParam",
+                "description": "Text content part for OpenAI-compatible chat completion messages."
+            },
+            "OpenAIChatCompletionToolCall": {
+                "type": "object",
+                "properties": {
+                    "index": {
+                        "type": "integer",
+                        "description": "(Optional) Index of the tool call in the list"
+                    },
+                    "id": {
+                        "type": "string",
+                        "description": "(Optional) Unique identifier for the tool call"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "function",
+                        "default": "function",
+                        "description": "Must be \"function\" to identify this as a function call"
+                    },
+                    "function": {
+                        "$ref": "#/components/schemas/OpenAIChatCompletionToolCallFunction",
+                        "description": "(Optional) Function call details"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIChatCompletionToolCall",
+                "description": "Tool call specification for OpenAI-compatible chat completion responses."
+            },
+            "OpenAIChatCompletionToolCallFunction": {
+                "type": "object",
+                "properties": {
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) Name of the function to call"
+                    },
+                    "arguments": {
+                        "type": "string",
+                        "description": "(Optional) Arguments to pass to the function as a JSON string"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenAIChatCompletionToolCallFunction",
+                "description": "Function call details for OpenAI-compatible tool calls."
+            },
+            "OpenAIChatCompletionUsage": {
+                "type": "object",
+                "properties": {
+                    "prompt_tokens": {
+                        "type": "integer",
+                        "description": "Number of tokens in the prompt"
+                    },
+                    "completion_tokens": {
+                        "type": "integer",
+                        "description": "Number of tokens in the completion"
+                    },
+                    "total_tokens": {
+                        "type": "integer",
+                        "description": "Total tokens used (prompt + completion)"
+                    },
+                    "prompt_tokens_details": {
+                        "type": "object",
+                        "properties": {
+                            "cached_tokens": {
+                                "type": "integer",
+                                "description": "Number of tokens retrieved from cache"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "title": "OpenAIChatCompletionUsagePromptTokensDetails",
+                        "description": "Token details for prompt tokens in OpenAI chat completion usage."
+                    },
+                    "completion_tokens_details": {
+                        "type": "object",
+                        "properties": {
+                            "reasoning_tokens": {
+                                "type": "integer",
+                                "description": "Number of tokens used for reasoning (o1/o3 models)"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "title": "OpenAIChatCompletionUsageCompletionTokensDetails",
+                        "description": "Token details for output tokens in OpenAI chat completion usage."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "prompt_tokens",
+                    "completion_tokens",
+                    "total_tokens"
+                ],
+                "title": "OpenAIChatCompletionUsage",
+                "description": "Usage information for OpenAI chat completion."
+            },
+            "OpenAIChoice": {
+                "type": "object",
+                "properties": {
+                    "message": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIUserMessageParam"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAISystemMessageParam"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIAssistantMessageParam"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIToolMessageParam"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIDeveloperMessageParam"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "role",
+                            "mapping": {
+                                "user": "#/components/schemas/OpenAIUserMessageParam",
+                                "system": "#/components/schemas/OpenAISystemMessageParam",
+                                "assistant": "#/components/schemas/OpenAIAssistantMessageParam",
+                                "tool": "#/components/schemas/OpenAIToolMessageParam",
+                                "developer": "#/components/schemas/OpenAIDeveloperMessageParam"
+                            }
+                        },
+                        "description": "The message from the model"
+                    },
+                    "finish_reason": {
+                        "type": "string",
+                        "description": "The reason the model stopped generating"
+                    },
+                    "index": {
+                        "type": "integer",
+                        "description": "The index of the choice"
+                    },
+                    "logprobs": {
+                        "$ref": "#/components/schemas/OpenAIChoiceLogprobs",
+                        "description": "(Optional) The log probabilities for the tokens in the message"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "message",
+                    "finish_reason",
+                    "index"
+                ],
+                "title": "OpenAIChoice",
+                "description": "A choice from an OpenAI-compatible chat completion response."
+            },
+            "OpenAIChoiceLogprobs": {
+                "type": "object",
+                "properties": {
+                    "content": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAITokenLogProb"
+                        },
+                        "description": "(Optional) The log probabilities for the tokens in the message"
+                    },
+                    "refusal": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAITokenLogProb"
+                        },
+                        "description": "(Optional) The log probabilities for the tokens in the message"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenAIChoiceLogprobs",
+                "description": "The log probabilities for the tokens in the message from an OpenAI-compatible chat completion response."
+            },
+            "OpenAIDeveloperMessageParam": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "developer",
+                        "default": "developer",
+                        "description": "Must be \"developer\" to identify this as a developer message"
+                    },
+                    "content": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIChatCompletionContentPartTextParam"
+                                }
+                            }
+                        ],
+                        "description": "The content of the developer message"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) The name of the developer message participant."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "content"
+                ],
+                "title": "OpenAIDeveloperMessageParam",
+                "description": "A message from the developer in an OpenAI-compatible chat completion request."
+            },
+            "OpenAIFile": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "file",
+                        "default": "file"
+                    },
+                    "file": {
+                        "$ref": "#/components/schemas/OpenAIFileFile"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "file"
+                ],
+                "title": "OpenAIFile"
+            },
+            "OpenAIFileFile": {
+                "type": "object",
+                "properties": {
+                    "file_data": {
+                        "type": "string"
+                    },
+                    "file_id": {
+                        "type": "string"
+                    },
+                    "filename": {
+                        "type": "string"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenAIFileFile"
+            },
+            "OpenAIImageURL": {
+                "type": "object",
+                "properties": {
+                    "url": {
+                        "type": "string",
+                        "description": "URL of the image to include in the message"
+                    },
+                    "detail": {
+                        "type": "string",
+                        "description": "(Optional) Level of detail for image processing. Can be \"low\", \"high\", or \"auto\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "url"
+                ],
+                "title": "OpenAIImageURL",
+                "description": "Image URL specification for OpenAI-compatible chat completion messages."
+            },
+            "OpenAIMessageParam": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIUserMessageParam"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAISystemMessageParam"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIAssistantMessageParam"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIToolMessageParam"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIDeveloperMessageParam"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "role",
+                    "mapping": {
+                        "user": "#/components/schemas/OpenAIUserMessageParam",
+                        "system": "#/components/schemas/OpenAISystemMessageParam",
+                        "assistant": "#/components/schemas/OpenAIAssistantMessageParam",
+                        "tool": "#/components/schemas/OpenAIToolMessageParam",
+                        "developer": "#/components/schemas/OpenAIDeveloperMessageParam"
+                    }
+                }
+            },
+            "OpenAISystemMessageParam": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "system",
+                        "default": "system",
+                        "description": "Must be \"system\" to identify this as a system message"
+                    },
+                    "content": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIChatCompletionContentPartTextParam"
+                                }
+                            }
+                        ],
+                        "description": "The content of the \"system prompt\". If multiple system messages are provided, they are concatenated. The underlying Llama Stack code may also add other system messages (for example, for formatting tool definitions)."
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) The name of the system message participant."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "content"
+                ],
+                "title": "OpenAISystemMessageParam",
+                "description": "A system message providing instructions or context to the model."
+            },
+            "OpenAITokenLogProb": {
+                "type": "object",
+                "properties": {
+                    "token": {
+                        "type": "string"
+                    },
+                    "bytes": {
+                        "type": "array",
+                        "items": {
+                            "type": "integer"
+                        }
+                    },
+                    "logprob": {
+                        "type": "number"
+                    },
+                    "top_logprobs": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAITopLogProb"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "token",
+                    "logprob",
+                    "top_logprobs"
+                ],
+                "title": "OpenAITokenLogProb",
+                "description": "The log probability for a token from an OpenAI-compatible chat completion response."
+            },
+            "OpenAIToolMessageParam": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "tool",
+                        "default": "tool",
+                        "description": "Must be \"tool\" to identify this as a tool response"
+                    },
+                    "tool_call_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the tool call this response is for"
+                    },
+                    "content": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIChatCompletionContentPartTextParam"
+                                }
+                            }
+                        ],
+                        "description": "The response content from the tool"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "tool_call_id",
+                    "content"
+                ],
+                "title": "OpenAIToolMessageParam",
+                "description": "A message representing the result of a tool invocation in an OpenAI-compatible chat completion request."
+            },
+            "OpenAITopLogProb": {
+                "type": "object",
+                "properties": {
+                    "token": {
+                        "type": "string"
+                    },
+                    "bytes": {
+                        "type": "array",
+                        "items": {
+                            "type": "integer"
+                        }
+                    },
+                    "logprob": {
+                        "type": "number"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "token",
+                    "logprob"
+                ],
+                "title": "OpenAITopLogProb",
+                "description": "The top log probability for a token from an OpenAI-compatible chat completion response."
+            },
+            "OpenAIUserMessageParam": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "user",
+                        "default": "user",
+                        "description": "Must be \"user\" to identify this as a user message"
+                    },
+                    "content": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIChatCompletionContentPartParam"
+                                }
+                            }
+                        ],
+                        "description": "The content of the message, which can include text and other media"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) The name of the user message participant."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "content"
+                ],
+                "title": "OpenAIUserMessageParam",
+                "description": "A message from the user in an OpenAI-compatible chat completion request."
+            },
+            "OpenAIJSONSchema": {
+                "type": "object",
+                "properties": {
+                    "name": {
+                        "type": "string",
+                        "description": "Name of the schema"
+                    },
+                    "description": {
+                        "type": "string",
+                        "description": "(Optional) Description of the schema"
+                    },
+                    "strict": {
+                        "type": "boolean",
+                        "description": "(Optional) Whether to enforce strict adherence to the schema"
+                    },
+                    "schema": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) The JSON schema definition"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "name"
+                ],
+                "title": "OpenAIJSONSchema",
+                "description": "JSON schema specification for OpenAI-compatible structured response format."
+            },
+            "OpenAIResponseFormatJSONObject": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "json_object",
+                        "default": "json_object",
+                        "description": "Must be \"json_object\" to indicate generic JSON object response format"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIResponseFormatJSONObject",
+                "description": "JSON object response format for OpenAI-compatible chat completion requests."
+            },
+            "OpenAIResponseFormatJSONSchema": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "json_schema",
+                        "default": "json_schema",
+                        "description": "Must be \"json_schema\" to indicate structured JSON response format"
+                    },
+                    "json_schema": {
+                        "$ref": "#/components/schemas/OpenAIJSONSchema",
+                        "description": "The JSON schema specification for the response"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "json_schema"
+                ],
+                "title": "OpenAIResponseFormatJSONSchema",
+                "description": "JSON schema response format for OpenAI-compatible chat completion requests."
+            },
+            "OpenAIResponseFormatParam": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseFormatText"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseFormatJSONSchema"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseFormatJSONObject"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "text": "#/components/schemas/OpenAIResponseFormatText",
+                        "json_schema": "#/components/schemas/OpenAIResponseFormatJSONSchema",
+                        "json_object": "#/components/schemas/OpenAIResponseFormatJSONObject"
+                    }
+                }
+            },
+            "OpenAIResponseFormatText": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "text",
+                        "default": "text",
+                        "description": "Must be \"text\" to indicate plain text response format"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIResponseFormatText",
+                "description": "Text response format for OpenAI-compatible chat completion requests."
+            },
+            "OpenAIChatCompletionRequestWithExtraBody": {
+                "type": "object",
+                "properties": {
+                    "model": {
+                        "type": "string",
+                        "description": "The identifier of the model to use. The model must be registered with Llama Stack and available via the /models endpoint."
+                    },
+                    "messages": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIMessageParam"
+                        },
+                        "description": "List of messages in the conversation."
+                    },
+                    "frequency_penalty": {
+                        "type": "number",
+                        "description": "(Optional) The penalty for repeated tokens."
+                    },
+                    "function_call": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "object",
+                                "additionalProperties": {
+                                    "oneOf": [
+                                        {
+                                            "type": "null"
+                                        },
+                                        {
+                                            "type": "boolean"
+                                        },
+                                        {
+                                            "type": "number"
+                                        },
+                                        {
+                                            "type": "string"
+                                        },
+                                        {
+                                            "type": "array"
+                                        },
+                                        {
+                                            "type": "object"
+                                        }
+                                    ]
+                                }
+                            }
+                        ],
+                        "description": "(Optional) The function call to use."
+                    },
+                    "functions": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "(Optional) List of functions to use."
+                    },
+                    "logit_bias": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "number"
+                        },
+                        "description": "(Optional) The logit bias to use."
+                    },
+                    "logprobs": {
+                        "type": "boolean",
+                        "description": "(Optional) The log probabilities to use."
+                    },
+                    "max_completion_tokens": {
+                        "type": "integer",
+                        "description": "(Optional) The maximum number of tokens to generate."
+                    },
+                    "max_tokens": {
+                        "type": "integer",
+                        "description": "(Optional) The maximum number of tokens to generate."
+                    },
+                    "n": {
+                        "type": "integer",
+                        "description": "(Optional) The number of completions to generate."
+                    },
+                    "parallel_tool_calls": {
+                        "type": "boolean",
+                        "description": "(Optional) Whether to parallelize tool calls."
+                    },
+                    "presence_penalty": {
+                        "type": "number",
+                        "description": "(Optional) The penalty for repeated tokens."
+                    },
+                    "response_format": {
+                        "$ref": "#/components/schemas/OpenAIResponseFormatParam",
+                        "description": "(Optional) The response format to use."
+                    },
+                    "seed": {
+                        "type": "integer",
+                        "description": "(Optional) The seed to use."
+                    },
+                    "stop": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            }
+                        ],
+                        "description": "(Optional) The stop tokens to use."
+                    },
+                    "stream": {
+                        "type": "boolean",
+                        "description": "(Optional) Whether to stream the response."
+                    },
+                    "stream_options": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) The stream options to use."
+                    },
+                    "temperature": {
+                        "type": "number",
+                        "description": "(Optional) The temperature to use."
+                    },
+                    "tool_choice": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "object",
+                                "additionalProperties": {
+                                    "oneOf": [
+                                        {
+                                            "type": "null"
+                                        },
+                                        {
+                                            "type": "boolean"
+                                        },
+                                        {
+                                            "type": "number"
+                                        },
+                                        {
+                                            "type": "string"
+                                        },
+                                        {
+                                            "type": "array"
+                                        },
+                                        {
+                                            "type": "object"
+                                        }
+                                    ]
+                                }
+                            }
+                        ],
+                        "description": "(Optional) The tool choice to use."
+                    },
+                    "tools": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "(Optional) The tools to use."
+                    },
+                    "top_logprobs": {
+                        "type": "integer",
+                        "description": "(Optional) The top log probabilities to use."
+                    },
+                    "top_p": {
+                        "type": "number",
+                        "description": "(Optional) The top p to use."
+                    },
+                    "user": {
+                        "type": "string",
+                        "description": "(Optional) The user to use."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "model",
+                    "messages"
+                ],
+                "title": "OpenAIChatCompletionRequestWithExtraBody",
+                "description": "Request parameters for OpenAI-compatible chat completion endpoint."
+            },
+            "OpenAIChatCompletion": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "The ID of the chat completion"
+                    },
+                    "choices": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIChoice"
+                        },
+                        "description": "List of choices"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "chat.completion",
+                        "default": "chat.completion",
+                        "description": "The object type, which will be \"chat.completion\""
+                    },
+                    "created": {
+                        "type": "integer",
+                        "description": "The Unix timestamp in seconds when the chat completion was created"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model that was used to generate the chat completion"
+                    },
+                    "usage": {
+                        "$ref": "#/components/schemas/OpenAIChatCompletionUsage",
+                        "description": "Token usage information for the completion"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "choices",
+                    "object",
+                    "created",
+                    "model"
+                ],
+                "title": "OpenAIChatCompletion",
+                "description": "Response from an OpenAI-compatible chat completion request."
+            },
+            "OpenAIChatCompletionChunk": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "The ID of the chat completion"
+                    },
+                    "choices": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIChunkChoice"
+                        },
+                        "description": "List of choices"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "chat.completion.chunk",
+                        "default": "chat.completion.chunk",
+                        "description": "The object type, which will be \"chat.completion.chunk\""
+                    },
+                    "created": {
+                        "type": "integer",
+                        "description": "The Unix timestamp in seconds when the chat completion was created"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model that was used to generate the chat completion"
+                    },
+                    "usage": {
+                        "$ref": "#/components/schemas/OpenAIChatCompletionUsage",
+                        "description": "Token usage information (typically included in final chunk with stream_options)"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "choices",
+                    "object",
+                    "created",
+                    "model"
+                ],
+                "title": "OpenAIChatCompletionChunk",
+                "description": "Chunk from a streaming response to an OpenAI-compatible chat completion request."
+            },
+            "OpenAIChoiceDelta": {
+                "type": "object",
+                "properties": {
+                    "content": {
+                        "type": "string",
+                        "description": "(Optional) The content of the delta"
+                    },
+                    "refusal": {
+                        "type": "string",
+                        "description": "(Optional) The refusal of the delta"
+                    },
+                    "role": {
+                        "type": "string",
+                        "description": "(Optional) The role of the delta"
+                    },
+                    "tool_calls": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIChatCompletionToolCall"
+                        },
+                        "description": "(Optional) The tool calls of the delta"
+                    },
+                    "reasoning_content": {
+                        "type": "string",
+                        "description": "(Optional) The reasoning content from the model (non-standard, for o1/o3 models)"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenAIChoiceDelta",
+                "description": "A delta from an OpenAI-compatible chat completion streaming response."
+            },
+            "OpenAIChunkChoice": {
+                "type": "object",
+                "properties": {
+                    "delta": {
+                        "$ref": "#/components/schemas/OpenAIChoiceDelta",
+                        "description": "The delta from the chunk"
+                    },
+                    "finish_reason": {
+                        "type": "string",
+                        "description": "The reason the model stopped generating"
+                    },
+                    "index": {
+                        "type": "integer",
+                        "description": "The index of the choice"
+                    },
+                    "logprobs": {
+                        "$ref": "#/components/schemas/OpenAIChoiceLogprobs",
+                        "description": "(Optional) The log probabilities for the tokens in the message"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "delta",
+                    "finish_reason",
+                    "index"
+                ],
+                "title": "OpenAIChunkChoice",
+                "description": "A chunk choice from an OpenAI-compatible chat completion streaming response."
+            },
+            "OpenAICompletionWithInputMessages": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "The ID of the chat completion"
+                    },
+                    "choices": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIChoice"
+                        },
+                        "description": "List of choices"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "chat.completion",
+                        "default": "chat.completion",
+                        "description": "The object type, which will be \"chat.completion\""
+                    },
+                    "created": {
+                        "type": "integer",
+                        "description": "The Unix timestamp in seconds when the chat completion was created"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model that was used to generate the chat completion"
+                    },
+                    "usage": {
+                        "$ref": "#/components/schemas/OpenAIChatCompletionUsage",
+                        "description": "Token usage information for the completion"
+                    },
+                    "input_messages": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIMessageParam"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "choices",
+                    "object",
+                    "created",
+                    "model",
+                    "input_messages"
+                ],
+                "title": "OpenAICompletionWithInputMessages"
+            },
+            "OpenAICompletionRequestWithExtraBody": {
+                "type": "object",
+                "properties": {
+                    "model": {
+                        "type": "string",
+                        "description": "The identifier of the model to use. The model must be registered with Llama Stack and available via the /models endpoint."
+                    },
+                    "prompt": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "integer"
+                                }
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "array",
+                                    "items": {
+                                        "type": "integer"
+                                    }
+                                }
+                            }
+                        ],
+                        "description": "The prompt to generate a completion for."
+                    },
+                    "best_of": {
+                        "type": "integer",
+                        "description": "(Optional) The number of completions to generate."
+                    },
+                    "echo": {
+                        "type": "boolean",
+                        "description": "(Optional) Whether to echo the prompt."
+                    },
+                    "frequency_penalty": {
+                        "type": "number",
+                        "description": "(Optional) The penalty for repeated tokens."
+                    },
+                    "logit_bias": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "number"
+                        },
+                        "description": "(Optional) The logit bias to use."
+                    },
+                    "logprobs": {
+                        "type": "boolean",
+                        "description": "(Optional) The log probabilities to use."
+                    },
+                    "max_tokens": {
+                        "type": "integer",
+                        "description": "(Optional) The maximum number of tokens to generate."
+                    },
+                    "n": {
+                        "type": "integer",
+                        "description": "(Optional) The number of completions to generate."
+                    },
+                    "presence_penalty": {
+                        "type": "number",
+                        "description": "(Optional) The penalty for repeated tokens."
+                    },
+                    "seed": {
+                        "type": "integer",
+                        "description": "(Optional) The seed to use."
+                    },
+                    "stop": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            }
+                        ],
+                        "description": "(Optional) The stop tokens to use."
+                    },
+                    "stream": {
+                        "type": "boolean",
+                        "description": "(Optional) Whether to stream the response."
+                    },
+                    "stream_options": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) The stream options to use."
+                    },
+                    "temperature": {
+                        "type": "number",
+                        "description": "(Optional) The temperature to use."
+                    },
+                    "top_p": {
+                        "type": "number",
+                        "description": "(Optional) The top p to use."
+                    },
+                    "user": {
+                        "type": "string",
+                        "description": "(Optional) The user to use."
+                    },
+                    "suffix": {
+                        "type": "string",
+                        "description": "(Optional) The suffix that should be appended to the completion."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "model",
+                    "prompt"
+                ],
+                "title": "OpenAICompletionRequestWithExtraBody",
+                "description": "Request parameters for OpenAI-compatible completion endpoint."
+            },
+            "OpenAICompletion": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string"
+                    },
+                    "choices": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAICompletionChoice"
+                        }
+                    },
+                    "created": {
+                        "type": "integer"
+                    },
+                    "model": {
+                        "type": "string"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "text_completion",
+                        "default": "text_completion"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "choices",
+                    "created",
+                    "model",
+                    "object"
+                ],
+                "title": "OpenAICompletion",
+                "description": "Response from an OpenAI-compatible completion request."
+            },
+            "OpenAICompletionChoice": {
+                "type": "object",
+                "properties": {
+                    "finish_reason": {
+                        "type": "string"
+                    },
+                    "text": {
+                        "type": "string"
+                    },
+                    "index": {
+                        "type": "integer"
+                    },
+                    "logprobs": {
+                        "$ref": "#/components/schemas/OpenAIChoiceLogprobs"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "finish_reason",
+                    "text",
+                    "index"
+                ],
+                "title": "OpenAICompletionChoice",
+                "description": "A choice from an OpenAI-compatible completion response."
+            },
+            "ConversationItem": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseMessage"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputFunctionToolCallOutput"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseMCPApprovalResponse"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPCall"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "message": "#/components/schemas/OpenAIResponseMessage",
+                        "web_search_call": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall",
+                        "file_search_call": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall",
+                        "function_call": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall",
+                        "function_call_output": "#/components/schemas/OpenAIResponseInputFunctionToolCallOutput",
+                        "mcp_approval_request": "#/components/schemas/OpenAIResponseMCPApprovalRequest",
+                        "mcp_approval_response": "#/components/schemas/OpenAIResponseMCPApprovalResponse",
+                        "mcp_call": "#/components/schemas/OpenAIResponseOutputMessageMCPCall",
+                        "mcp_list_tools": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools"
+                    }
+                }
+            },
+            "OpenAIResponseAnnotationCitation": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "url_citation",
+                        "default": "url_citation",
+                        "description": "Annotation type identifier, always \"url_citation\""
+                    },
+                    "end_index": {
+                        "type": "integer",
+                        "description": "End position of the citation span in the content"
+                    },
+                    "start_index": {
+                        "type": "integer",
+                        "description": "Start position of the citation span in the content"
+                    },
+                    "title": {
+                        "type": "string",
+                        "description": "Title of the referenced web resource"
+                    },
+                    "url": {
+                        "type": "string",
+                        "description": "URL of the referenced web resource"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "end_index",
+                    "start_index",
+                    "title",
+                    "url"
+                ],
+                "title": "OpenAIResponseAnnotationCitation",
+                "description": "URL citation annotation for referencing external web resources."
+            },
+            "OpenAIResponseAnnotationContainerFileCitation": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "container_file_citation",
+                        "default": "container_file_citation"
+                    },
+                    "container_id": {
+                        "type": "string"
+                    },
+                    "end_index": {
+                        "type": "integer"
+                    },
+                    "file_id": {
+                        "type": "string"
+                    },
+                    "filename": {
+                        "type": "string"
+                    },
+                    "start_index": {
+                        "type": "integer"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "container_id",
+                    "end_index",
+                    "file_id",
+                    "filename",
+                    "start_index"
+                ],
+                "title": "OpenAIResponseAnnotationContainerFileCitation"
+            },
+            "OpenAIResponseAnnotationFileCitation": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "file_citation",
+                        "default": "file_citation",
+                        "description": "Annotation type identifier, always \"file_citation\""
+                    },
+                    "file_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the referenced file"
+                    },
+                    "filename": {
+                        "type": "string",
+                        "description": "Name of the referenced file"
+                    },
+                    "index": {
+                        "type": "integer",
+                        "description": "Position index of the citation within the content"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "file_id",
+                    "filename",
+                    "index"
+                ],
+                "title": "OpenAIResponseAnnotationFileCitation",
+                "description": "File citation annotation for referencing specific files in response content."
+            },
+            "OpenAIResponseAnnotationFilePath": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "file_path",
+                        "default": "file_path"
+                    },
+                    "file_id": {
+                        "type": "string"
+                    },
+                    "index": {
+                        "type": "integer"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "file_id",
+                    "index"
+                ],
+                "title": "OpenAIResponseAnnotationFilePath"
+            },
+            "OpenAIResponseAnnotations": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseAnnotationFileCitation"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseAnnotationCitation"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseAnnotationContainerFileCitation"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseAnnotationFilePath"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "file_citation": "#/components/schemas/OpenAIResponseAnnotationFileCitation",
+                        "url_citation": "#/components/schemas/OpenAIResponseAnnotationCitation",
+                        "container_file_citation": "#/components/schemas/OpenAIResponseAnnotationContainerFileCitation",
+                        "file_path": "#/components/schemas/OpenAIResponseAnnotationFilePath"
+                    }
+                }
+            },
+            "OpenAIResponseContentPartRefusal": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "refusal",
+                        "default": "refusal",
+                        "description": "Content part type identifier, always \"refusal\""
+                    },
+                    "refusal": {
+                        "type": "string",
+                        "description": "Refusal text supplied by the model"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "refusal"
+                ],
+                "title": "OpenAIResponseContentPartRefusal",
+                "description": "Refusal content within a streamed response part."
+            },
+            "OpenAIResponseInputFunctionToolCallOutput": {
+                "type": "object",
+                "properties": {
+                    "call_id": {
+                        "type": "string"
+                    },
+                    "output": {
+                        "type": "string"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "function_call_output",
+                        "default": "function_call_output"
+                    },
+                    "id": {
+                        "type": "string"
+                    },
+                    "status": {
+                        "type": "string"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "call_id",
+                    "output",
+                    "type"
+                ],
+                "title": "OpenAIResponseInputFunctionToolCallOutput",
+                "description": "This represents the output of a function call that gets passed back to the model."
+            },
+            "OpenAIResponseInputMessageContent": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputMessageContentText"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputMessageContentImage"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputMessageContentFile"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "input_text": "#/components/schemas/OpenAIResponseInputMessageContentText",
+                        "input_image": "#/components/schemas/OpenAIResponseInputMessageContentImage",
+                        "input_file": "#/components/schemas/OpenAIResponseInputMessageContentFile"
+                    }
+                }
+            },
+            "OpenAIResponseInputMessageContentFile": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "input_file",
+                        "default": "input_file",
+                        "description": "The type of the input item. Always `input_file`."
+                    },
+                    "file_data": {
+                        "type": "string",
+                        "description": "The data of the file to be sent to the model."
+                    },
+                    "file_id": {
+                        "type": "string",
+                        "description": "(Optional) The ID of the file to be sent to the model."
+                    },
+                    "file_url": {
+                        "type": "string",
+                        "description": "The URL of the file to be sent to the model."
+                    },
+                    "filename": {
+                        "type": "string",
+                        "description": "The name of the file to be sent to the model."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIResponseInputMessageContentFile",
+                "description": "File content for input messages in OpenAI response format."
+            },
+            "OpenAIResponseInputMessageContentImage": {
+                "type": "object",
+                "properties": {
+                    "detail": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "const": "low"
+                            },
+                            {
+                                "type": "string",
+                                "const": "high"
+                            },
+                            {
+                                "type": "string",
+                                "const": "auto"
+                            }
+                        ],
+                        "default": "auto",
+                        "description": "Level of detail for image processing, can be \"low\", \"high\", or \"auto\""
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "input_image",
+                        "default": "input_image",
+                        "description": "Content type identifier, always \"input_image\""
+                    },
+                    "file_id": {
+                        "type": "string",
+                        "description": "(Optional) The ID of the file to be sent to the model."
+                    },
+                    "image_url": {
+                        "type": "string",
+                        "description": "(Optional) URL of the image content"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "detail",
+                    "type"
+                ],
+                "title": "OpenAIResponseInputMessageContentImage",
+                "description": "Image content for input messages in OpenAI response format."
+            },
+            "OpenAIResponseInputMessageContentText": {
+                "type": "object",
+                "properties": {
+                    "text": {
+                        "type": "string",
+                        "description": "The text content of the input message"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "input_text",
+                        "default": "input_text",
+                        "description": "Content type identifier, always \"input_text\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "text",
+                    "type"
+                ],
+                "title": "OpenAIResponseInputMessageContentText",
+                "description": "Text content for input messages in OpenAI response format."
+            },
+            "OpenAIResponseMCPApprovalRequest": {
+                "type": "object",
+                "properties": {
+                    "arguments": {
+                        "type": "string"
+                    },
+                    "id": {
+                        "type": "string"
+                    },
+                    "name": {
+                        "type": "string"
+                    },
+                    "server_label": {
+                        "type": "string"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "mcp_approval_request",
+                        "default": "mcp_approval_request"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "arguments",
+                    "id",
+                    "name",
+                    "server_label",
+                    "type"
+                ],
+                "title": "OpenAIResponseMCPApprovalRequest",
+                "description": "A request for human approval of a tool invocation."
+            },
+            "OpenAIResponseMCPApprovalResponse": {
+                "type": "object",
+                "properties": {
+                    "approval_request_id": {
+                        "type": "string"
+                    },
+                    "approve": {
+                        "type": "boolean"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "mcp_approval_response",
+                        "default": "mcp_approval_response"
+                    },
+                    "id": {
+                        "type": "string"
+                    },
+                    "reason": {
+                        "type": "string"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "approval_request_id",
+                    "approve",
+                    "type"
+                ],
+                "title": "OpenAIResponseMCPApprovalResponse",
+                "description": "A response to an MCP approval request."
+            },
+            "OpenAIResponseMessage": {
+                "type": "object",
+                "properties": {
+                    "content": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIResponseInputMessageContent"
+                                }
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIResponseOutputMessageContent"
+                                }
+                            }
+                        ]
+                    },
+                    "role": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "const": "system"
+                            },
+                            {
+                                "type": "string",
+                                "const": "developer"
+                            },
+                            {
+                                "type": "string",
+                                "const": "user"
+                            },
+                            {
+                                "type": "string",
+                                "const": "assistant"
+                            }
+                        ]
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "message",
+                        "default": "message"
+                    },
+                    "id": {
+                        "type": "string"
+                    },
+                    "status": {
+                        "type": "string"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content",
+                    "role",
+                    "type"
+                ],
+                "title": "OpenAIResponseMessage",
+                "description": "Corresponds to the various Message types in the Responses API. They are all under one type because the Responses API gives them all the same \"type\" value, and there is no way to tell them apart in certain scenarios."
+            },
+            "OpenAIResponseOutputMessageContent": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageContentOutputText"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseContentPartRefusal"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "output_text": "#/components/schemas/OpenAIResponseOutputMessageContentOutputText",
+                        "refusal": "#/components/schemas/OpenAIResponseContentPartRefusal"
+                    }
+                }
+            },
+            "OpenAIResponseOutputMessageContentOutputText": {
+                "type": "object",
+                "properties": {
+                    "text": {
+                        "type": "string"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "output_text",
+                        "default": "output_text"
+                    },
+                    "annotations": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseAnnotations"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "text",
+                    "type",
+                    "annotations"
+                ],
+                "title": "OpenAIResponseOutputMessageContentOutputText"
+            },
+            "OpenAIResponseOutputMessageFileSearchToolCall": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for this tool call"
+                    },
+                    "queries": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of search queries executed"
+                    },
+                    "status": {
+                        "type": "string",
+                        "description": "Current status of the file search operation"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "file_search_call",
+                        "default": "file_search_call",
+                        "description": "Tool call type identifier, always \"file_search_call\""
+                    },
+                    "results": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "properties": {
+                                "attributes": {
+                                    "type": "object",
+                                    "additionalProperties": {
+                                        "oneOf": [
+                                            {
+                                                "type": "null"
+                                            },
+                                            {
+                                                "type": "boolean"
+                                            },
+                                            {
+                                                "type": "number"
+                                            },
+                                            {
+                                                "type": "string"
+                                            },
+                                            {
+                                                "type": "array"
+                                            },
+                                            {
+                                                "type": "object"
+                                            }
+                                        ]
+                                    },
+                                    "description": "(Optional) Key-value attributes associated with the file"
+                                },
+                                "file_id": {
+                                    "type": "string",
+                                    "description": "Unique identifier of the file containing the result"
+                                },
+                                "filename": {
+                                    "type": "string",
+                                    "description": "Name of the file containing the result"
+                                },
+                                "score": {
+                                    "type": "number",
+                                    "description": "Relevance score for this search result (between 0 and 1)"
+                                },
+                                "text": {
+                                    "type": "string",
+                                    "description": "Text content of the search result"
+                                }
+                            },
+                            "additionalProperties": false,
+                            "required": [
+                                "attributes",
+                                "file_id",
+                                "filename",
+                                "score",
+                                "text"
+                            ],
+                            "title": "OpenAIResponseOutputMessageFileSearchToolCallResults",
+                            "description": "Search results returned by the file search operation."
+                        },
+                        "description": "(Optional) Search results returned by the file search operation"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "queries",
+                    "status",
+                    "type"
+                ],
+                "title": "OpenAIResponseOutputMessageFileSearchToolCall",
+                "description": "File search tool call output message for OpenAI responses."
+            },
+            "OpenAIResponseOutputMessageFunctionToolCall": {
+                "type": "object",
+                "properties": {
+                    "call_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the function call"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "Name of the function being called"
+                    },
+                    "arguments": {
+                        "type": "string",
+                        "description": "JSON string containing the function arguments"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "function_call",
+                        "default": "function_call",
+                        "description": "Tool call type identifier, always \"function_call\""
+                    },
+                    "id": {
+                        "type": "string",
+                        "description": "(Optional) Additional identifier for the tool call"
+                    },
+                    "status": {
+                        "type": "string",
+                        "description": "(Optional) Current status of the function call execution"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "call_id",
+                    "name",
+                    "arguments",
+                    "type"
+                ],
+                "title": "OpenAIResponseOutputMessageFunctionToolCall",
+                "description": "Function tool call output message for OpenAI responses."
+            },
+            "OpenAIResponseOutputMessageMCPCall": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for this MCP call"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "mcp_call",
+                        "default": "mcp_call",
+                        "description": "Tool call type identifier, always \"mcp_call\""
+                    },
+                    "arguments": {
+                        "type": "string",
+                        "description": "JSON string containing the MCP call arguments"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "Name of the MCP method being called"
+                    },
+                    "server_label": {
+                        "type": "string",
+                        "description": "Label identifying the MCP server handling the call"
+                    },
+                    "error": {
+                        "type": "string",
+                        "description": "(Optional) Error message if the MCP call failed"
+                    },
+                    "output": {
+                        "type": "string",
+                        "description": "(Optional) Output result from the successful MCP call"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "type",
+                    "arguments",
+                    "name",
+                    "server_label"
+                ],
+                "title": "OpenAIResponseOutputMessageMCPCall",
+                "description": "Model Context Protocol (MCP) call output message for OpenAI responses."
+            },
+            "OpenAIResponseOutputMessageMCPListTools": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for this MCP list tools operation"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "mcp_list_tools",
+                        "default": "mcp_list_tools",
+                        "description": "Tool call type identifier, always \"mcp_list_tools\""
+                    },
+                    "server_label": {
+                        "type": "string",
+                        "description": "Label identifying the MCP server providing the tools"
+                    },
+                    "tools": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "properties": {
+                                "input_schema": {
+                                    "type": "object",
+                                    "additionalProperties": {
+                                        "oneOf": [
+                                            {
+                                                "type": "null"
+                                            },
+                                            {
+                                                "type": "boolean"
+                                            },
+                                            {
+                                                "type": "number"
+                                            },
+                                            {
+                                                "type": "string"
+                                            },
+                                            {
+                                                "type": "array"
+                                            },
+                                            {
+                                                "type": "object"
+                                            }
+                                        ]
+                                    },
+                                    "description": "JSON schema defining the tool's input parameters"
+                                },
+                                "name": {
+                                    "type": "string",
+                                    "description": "Name of the tool"
+                                },
+                                "description": {
+                                    "type": "string",
+                                    "description": "(Optional) Description of what the tool does"
+                                }
+                            },
+                            "additionalProperties": false,
+                            "required": [
+                                "input_schema",
+                                "name"
+                            ],
+                            "title": "MCPListToolsTool",
+                            "description": "Tool definition returned by MCP list tools operation."
+                        },
+                        "description": "List of available tools provided by the MCP server"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "type",
+                    "server_label",
+                    "tools"
+                ],
+                "title": "OpenAIResponseOutputMessageMCPListTools",
+                "description": "MCP list tools output message containing available tools from an MCP server."
+            },
+            "OpenAIResponseOutputMessageWebSearchToolCall": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for this tool call"
+                    },
+                    "status": {
+                        "type": "string",
+                        "description": "Current status of the web search operation"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "web_search_call",
+                        "default": "web_search_call",
+                        "description": "Tool call type identifier, always \"web_search_call\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "status",
+                    "type"
+                ],
+                "title": "OpenAIResponseOutputMessageWebSearchToolCall",
+                "description": "Web search tool call output message for OpenAI responses."
+            },
+            "CreateConversationRequest": {
+                "type": "object",
+                "properties": {
+                    "items": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ConversationItem"
+                        },
+                        "description": "Initial items to include in the conversation context."
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "string"
+                        },
+                        "description": "Set of key-value pairs that can be attached to an object."
+                    }
+                },
+                "additionalProperties": false,
+                "title": "CreateConversationRequest"
+            },
+            "Conversation": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "conversation",
+                        "default": "conversation"
+                    },
+                    "created_at": {
+                        "type": "integer"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "string"
+                        }
+                    },
+                    "items": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "title": "dict",
+                            "description": "dict() -> new empty dictionary dict(mapping) -> new dictionary initialized from a mapping object's     (key, value) pairs dict(iterable) -> new dictionary initialized as if via:     d = {}     for k, v in iterable:         d[k] = v dict(**kwargs) -> new dictionary initialized with the name=value pairs     in the keyword argument list.  For example:  dict(one=1, two=2)"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "created_at"
+                ],
+                "title": "Conversation",
+                "description": "OpenAI-compatible conversation object."
+            },
+            "UpdateConversationRequest": {
+                "type": "object",
+                "properties": {
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "string"
+                        },
+                        "description": "Set of key-value pairs that can be attached to an object."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "metadata"
+                ],
+                "title": "UpdateConversationRequest"
+            },
+            "ConversationDeletedResource": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string"
+                    },
+                    "object": {
+                        "type": "string",
+                        "default": "conversation.deleted"
+                    },
+                    "deleted": {
+                        "type": "boolean",
+                        "default": true
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "deleted"
+                ],
+                "title": "ConversationDeletedResource",
+                "description": "Response for deleted conversation."
+            },
+            "ConversationItemList": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "default": "list"
+                    },
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ConversationItem"
+                        }
+                    },
+                    "first_id": {
+                        "type": "string"
+                    },
+                    "last_id": {
+                        "type": "string"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "default": false
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "data",
+                    "has_more"
+                ],
+                "title": "ConversationItemList",
+                "description": "List of conversation items with pagination."
+            },
+            "AddItemsRequest": {
+                "type": "object",
+                "properties": {
+                    "items": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ConversationItem"
+                        },
+                        "description": "Items to include in the conversation context."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "items"
+                ],
+                "title": "AddItemsRequest"
+            },
+            "ConversationItemDeletedResource": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string"
+                    },
+                    "object": {
+                        "type": "string",
+                        "default": "conversation.item.deleted"
+                    },
+                    "deleted": {
+                        "type": "boolean",
+                        "default": true
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "deleted"
+                ],
+                "title": "ConversationItemDeletedResource",
+                "description": "Response for deleted conversation item."
+            },
+            "OpenAIEmbeddingsRequestWithExtraBody": {
+                "type": "object",
+                "properties": {
+                    "model": {
+                        "type": "string",
+                        "description": "The identifier of the model to use. The model must be an embedding model registered with Llama Stack and available via the /models endpoint."
+                    },
+                    "input": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            }
+                        ],
+                        "description": "Input text to embed, encoded as a string or array of strings. To embed multiple inputs in a single request, pass an array of strings."
+                    },
+                    "encoding_format": {
+                        "type": "string",
+                        "default": "float",
+                        "description": "(Optional) The format to return the embeddings in. Can be either \"float\" or \"base64\". Defaults to \"float\"."
+                    },
+                    "dimensions": {
+                        "type": "integer",
+                        "description": "(Optional) The number of dimensions the resulting output embeddings should have. Only supported in text-embedding-3 and later models."
+                    },
+                    "user": {
+                        "type": "string",
+                        "description": "(Optional) A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "model",
+                    "input"
+                ],
+                "title": "OpenAIEmbeddingsRequestWithExtraBody",
+                "description": "Request parameters for OpenAI-compatible embeddings endpoint."
+            },
+            "OpenAIEmbeddingData": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "const": "embedding",
+                        "default": "embedding",
+                        "description": "The object type, which will be \"embedding\""
+                    },
+                    "embedding": {
+                        "oneOf": [
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "number"
+                                }
+                            },
+                            {
+                                "type": "string"
+                            }
+                        ],
+                        "description": "The embedding vector as a list of floats (when encoding_format=\"float\") or as a base64-encoded string (when encoding_format=\"base64\")"
+                    },
+                    "index": {
+                        "type": "integer",
+                        "description": "The index of the embedding in the input list"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "embedding",
+                    "index"
+                ],
+                "title": "OpenAIEmbeddingData",
+                "description": "A single embedding data object from an OpenAI-compatible embeddings response."
+            },
+            "OpenAIEmbeddingUsage": {
+                "type": "object",
+                "properties": {
+                    "prompt_tokens": {
+                        "type": "integer",
+                        "description": "The number of tokens in the input"
+                    },
+                    "total_tokens": {
+                        "type": "integer",
+                        "description": "The total number of tokens used"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "prompt_tokens",
+                    "total_tokens"
+                ],
+                "title": "OpenAIEmbeddingUsage",
+                "description": "Usage information for an OpenAI-compatible embeddings response."
+            },
+            "OpenAIEmbeddingsResponse": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "const": "list",
+                        "default": "list",
+                        "description": "The object type, which will be \"list\""
+                    },
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIEmbeddingData"
+                        },
+                        "description": "List of embedding data objects"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model that was used to generate the embeddings"
+                    },
+                    "usage": {
+                        "$ref": "#/components/schemas/OpenAIEmbeddingUsage",
+                        "description": "Usage information"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "data",
+                    "model",
+                    "usage"
+                ],
+                "title": "OpenAIEmbeddingsResponse",
+                "description": "Response from an OpenAI-compatible embeddings request."
+            },
+            "OpenAIFilePurpose": {
+                "type": "string",
+                "enum": [
+                    "assistants",
+                    "batch"
+                ],
+                "title": "OpenAIFilePurpose",
+                "description": "Valid purpose values for OpenAI Files API."
+            },
+            "ListOpenAIFileResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIFileObject"
+                        },
+                        "description": "List of file objects"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "description": "Whether there are more files available beyond this page"
+                    },
+                    "first_id": {
+                        "type": "string",
+                        "description": "ID of the first file in the list for pagination"
+                    },
+                    "last_id": {
+                        "type": "string",
+                        "description": "ID of the last file in the list for pagination"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "list",
+                        "default": "list",
+                        "description": "The object type, which is always \"list\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data",
+                    "has_more",
+                    "first_id",
+                    "last_id",
+                    "object"
+                ],
+                "title": "ListOpenAIFileResponse",
+                "description": "Response for listing files in OpenAI Files API."
+            },
+            "OpenAIFileObject": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "const": "file",
+                        "default": "file",
+                        "description": "The object type, which is always \"file\""
+                    },
+                    "id": {
+                        "type": "string",
+                        "description": "The file identifier, which can be referenced in the API endpoints"
+                    },
+                    "bytes": {
+                        "type": "integer",
+                        "description": "The size of the file, in bytes"
+                    },
+                    "created_at": {
+                        "type": "integer",
+                        "description": "The Unix timestamp (in seconds) for when the file was created"
+                    },
+                    "expires_at": {
+                        "type": "integer",
+                        "description": "The Unix timestamp (in seconds) for when the file expires"
+                    },
+                    "filename": {
+                        "type": "string",
+                        "description": "The name of the file"
+                    },
+                    "purpose": {
+                        "type": "string",
+                        "enum": [
+                            "assistants",
+                            "batch"
+                        ],
+                        "description": "The intended purpose of the file"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "id",
+                    "bytes",
+                    "created_at",
+                    "expires_at",
+                    "filename",
+                    "purpose"
+                ],
+                "title": "OpenAIFileObject",
+                "description": "OpenAI File object as defined in the OpenAI Files API."
+            },
+            "ExpiresAfter": {
+                "type": "object",
+                "properties": {
+                    "anchor": {
+                        "type": "string",
+                        "const": "created_at"
+                    },
+                    "seconds": {
+                        "type": "integer"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "anchor",
+                    "seconds"
+                ],
+                "title": "ExpiresAfter",
+                "description": "Control expiration of uploaded files.\nParams:\n - anchor, must be \"created_at\"\n - seconds, must be int between 3600 and 2592000 (1 hour to 30 days)"
+            },
+            "OpenAIFileDeleteResponse": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "The file identifier that was deleted"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "file",
+                        "default": "file",
+                        "description": "The object type, which is always \"file\""
+                    },
+                    "deleted": {
+                        "type": "boolean",
+                        "description": "Whether the file was successfully deleted"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "deleted"
+                ],
+                "title": "OpenAIFileDeleteResponse",
+                "description": "Response for deleting a file in OpenAI Files API."
+            },
+            "Response": {
+                "type": "object",
+                "title": "Response"
+            },
+            "HealthInfo": {
+                "type": "object",
+                "properties": {
+                    "status": {
+                        "type": "string",
+                        "enum": [
+                            "OK",
+                            "Error",
+                            "Not Implemented"
+                        ],
+                        "description": "Current health status of the service"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "status"
+                ],
+                "title": "HealthInfo",
+                "description": "Health status information for the service."
+            },
+            "RouteInfo": {
+                "type": "object",
+                "properties": {
+                    "route": {
+                        "type": "string",
+                        "description": "The API endpoint path"
+                    },
+                    "method": {
+                        "type": "string",
+                        "description": "HTTP method for the route"
+                    },
+                    "provider_types": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of provider types that implement this route"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "route",
+                    "method",
+                    "provider_types"
+                ],
+                "title": "RouteInfo",
+                "description": "Information about an API route including its path, method, and implementing providers."
+            },
+            "ListRoutesResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/RouteInfo"
+                        },
+                        "description": "List of available route information objects"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListRoutesResponse",
+                "description": "Response containing a list of all available API routes."
+            },
+            "Model": {
+                "type": "object",
+                "properties": {
+                    "identifier": {
+                        "type": "string",
+                        "description": "Unique identifier for this resource in llama stack"
+                    },
+                    "provider_resource_id": {
+                        "type": "string",
+                        "description": "Unique identifier for this resource in the provider"
+                    },
+                    "provider_id": {
+                        "type": "string",
+                        "description": "ID of the provider that owns this resource"
+                    },
+                    "type": {
+                        "type": "string",
+                        "enum": [
+                            "model",
+                            "shield",
+                            "vector_store",
+                            "dataset",
+                            "scoring_function",
+                            "benchmark",
+                            "tool",
+                            "tool_group",
+                            "prompt"
+                        ],
+                        "const": "model",
+                        "default": "model",
+                        "description": "The resource type, always 'model' for model resources"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Any additional metadata for this model"
+                    },
+                    "model_type": {
+                        "$ref": "#/components/schemas/ModelType",
+                        "default": "llm",
+                        "description": "The type of model (LLM or embedding model)"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "identifier",
+                    "provider_id",
+                    "type",
+                    "metadata",
+                    "model_type"
+                ],
+                "title": "Model",
+                "description": "A model resource representing an AI model registered in Llama Stack."
+            },
+            "ModelType": {
+                "type": "string",
+                "enum": [
+                    "llm",
+                    "embedding",
+                    "rerank"
+                ],
+                "title": "ModelType",
+                "description": "Enumeration of supported model types in Llama Stack."
+            },
+            "ListModelsResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Model"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListModelsResponse"
+            },
+            "RegisterModelRequest": {
+                "type": "object",
+                "properties": {
+                    "model_id": {
+                        "type": "string",
+                        "description": "The identifier of the model to register."
+                    },
+                    "provider_model_id": {
+                        "type": "string",
+                        "description": "The identifier of the model in the provider."
+                    },
+                    "provider_id": {
+                        "type": "string",
+                        "description": "The identifier of the provider."
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Any additional metadata for this model."
+                    },
+                    "model_type": {
+                        "$ref": "#/components/schemas/ModelType",
+                        "description": "The type of model to register."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "model_id"
+                ],
+                "title": "RegisterModelRequest"
+            },
+            "RunModerationRequest": {
+                "type": "object",
+                "properties": {
+                    "input": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            }
+                        ],
+                        "description": "Input (or inputs) to classify. Can be a single string, an array of strings, or an array of multi-modal input objects similar to other models."
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "(Optional) The content moderation model you would like to use."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "input"
+                ],
+                "title": "RunModerationRequest"
+            },
+            "ModerationObject": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "The unique identifier for the moderation request."
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model used to generate the moderation results."
+                    },
+                    "results": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ModerationObjectResults"
+                        },
+                        "description": "A list of moderation objects"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "model",
+                    "results"
+                ],
+                "title": "ModerationObject",
+                "description": "A moderation object."
+            },
+            "ModerationObjectResults": {
+                "type": "object",
+                "properties": {
+                    "flagged": {
+                        "type": "boolean",
+                        "description": "Whether any of the below categories are flagged."
+                    },
+                    "categories": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "boolean"
+                        },
+                        "description": "A list of the categories, and whether they are flagged or not."
+                    },
+                    "category_applied_input_types": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "array",
+                            "items": {
+                                "type": "string"
+                            }
+                        },
+                        "description": "A list of the categories along with the input type(s) that the score applies to."
+                    },
+                    "category_scores": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "type": "number"
+                        },
+                        "description": "A list of the categories along with their scores as predicted by model."
+                    },
+                    "user_message": {
+                        "type": "string"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "flagged",
+                    "metadata"
+                ],
+                "title": "ModerationObjectResults",
+                "description": "A moderation object."
+            },
+            "Prompt": {
+                "type": "object",
+                "properties": {
+                    "prompt": {
+                        "type": "string",
+                        "description": "The system prompt text with variable placeholders. Variables are only supported when using the Responses API."
+                    },
+                    "version": {
+                        "type": "integer",
+                        "description": "Version (integer starting at 1, incremented on save)"
+                    },
+                    "prompt_id": {
+                        "type": "string",
+                        "description": "Unique identifier formatted as 'pmpt_<48-digit-hash>'"
+                    },
+                    "variables": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of prompt variable names that can be used in the prompt template"
+                    },
+                    "is_default": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Boolean indicating whether this version is the default version for this prompt"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "version",
+                    "prompt_id",
+                    "variables",
+                    "is_default"
+                ],
+                "title": "Prompt",
+                "description": "A prompt resource representing a stored OpenAI Compatible prompt template in Llama Stack."
+            },
+            "ListPromptsResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Prompt"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListPromptsResponse",
+                "description": "Response model to list prompts."
+            },
+            "CreatePromptRequest": {
+                "type": "object",
+                "properties": {
+                    "prompt": {
+                        "type": "string",
+                        "description": "The prompt text content with variable placeholders."
+                    },
+                    "variables": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of variable names that can be used in the prompt template."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "prompt"
+                ],
+                "title": "CreatePromptRequest"
+            },
+            "UpdatePromptRequest": {
+                "type": "object",
+                "properties": {
+                    "prompt": {
+                        "type": "string",
+                        "description": "The updated prompt text content."
+                    },
+                    "version": {
+                        "type": "integer",
+                        "description": "The current version of the prompt being updated."
+                    },
+                    "variables": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "Updated list of variable names that can be used in the prompt template."
+                    },
+                    "set_as_default": {
+                        "type": "boolean",
+                        "description": "Set the new version as the default (default=True)."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "prompt",
+                    "version",
+                    "set_as_default"
+                ],
+                "title": "UpdatePromptRequest"
+            },
+            "SetDefaultVersionRequest": {
+                "type": "object",
+                "properties": {
+                    "version": {
+                        "type": "integer",
+                        "description": "The version to set as default."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "version"
+                ],
+                "title": "SetDefaultVersionRequest"
+            },
+            "ProviderInfo": {
+                "type": "object",
+                "properties": {
+                    "api": {
+                        "type": "string",
+                        "description": "The API name this provider implements"
+                    },
+                    "provider_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the provider"
+                    },
+                    "provider_type": {
+                        "type": "string",
+                        "description": "The type of provider implementation"
+                    },
+                    "config": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Configuration parameters for the provider"
+                    },
+                    "health": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Current health status of the provider"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "api",
+                    "provider_id",
+                    "provider_type",
+                    "config",
+                    "health"
+                ],
+                "title": "ProviderInfo",
+                "description": "Information about a registered provider including its configuration and health status."
+            },
+            "ListProvidersResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ProviderInfo"
+                        },
+                        "description": "List of provider information objects"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListProvidersResponse",
+                "description": "Response containing a list of all available providers."
+            },
+            "ListOpenAIResponseObject": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseObjectWithInput"
+                        },
+                        "description": "List of response objects with their input context"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "description": "Whether there are more results available beyond this page"
+                    },
+                    "first_id": {
+                        "type": "string",
+                        "description": "Identifier of the first item in this page"
+                    },
+                    "last_id": {
+                        "type": "string",
+                        "description": "Identifier of the last item in this page"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "list",
+                        "default": "list",
+                        "description": "Object type identifier, always \"list\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data",
+                    "has_more",
+                    "first_id",
+                    "last_id",
+                    "object"
+                ],
+                "title": "ListOpenAIResponseObject",
+                "description": "Paginated list of OpenAI response objects with navigation metadata."
+            },
+            "OpenAIResponseError": {
+                "type": "object",
+                "properties": {
+                    "code": {
+                        "type": "string",
+                        "description": "Error code identifying the type of failure"
+                    },
+                    "message": {
+                        "type": "string",
+                        "description": "Human-readable error message describing the failure"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "code",
+                    "message"
+                ],
+                "title": "OpenAIResponseError",
+                "description": "Error details for failed OpenAI response requests."
+            },
+            "OpenAIResponseInput": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutput"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputFunctionToolCallOutput"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseMCPApprovalResponse"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseMessage"
+                    }
+                ]
+            },
+            "OpenAIResponseInputToolChoice": {
+                "oneOf": [
+                    {
+                        "type": "string",
+                        "enum": [
+                            "auto",
+                            "required",
+                            "none"
+                        ],
+                        "title": "OpenAIResponseInputToolChoiceMode"
+                    },
+                    {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseInputToolChoiceFileSearch"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseInputToolChoiceWebSearch"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseInputToolChoiceMCPTool"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseInputToolChoiceCustomTool"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "allowed_tools": "#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools",
+                                "file_search": "#/components/schemas/OpenAIResponseInputToolChoiceFileSearch",
+                                "web_search_preview": "#/components/schemas/OpenAIResponseInputToolChoiceWebSearch",
+                                "function": "#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool",
+                                "mcp": "#/components/schemas/OpenAIResponseInputToolChoiceMCPTool",
+                                "custom": "#/components/schemas/OpenAIResponseInputToolChoiceCustomTool"
+                            }
+                        }
+                    }
+                ]
+            },
+            "OpenAIResponseInputToolChoiceAllowedTools": {
+                "type": "object",
+                "properties": {
+                    "mode": {
+                        "type": "string",
+                        "enum": [
+                            "auto",
+                            "required"
+                        ],
+                        "default": "auto",
+                        "description": "Constrains the tools available to the model to a pre-defined set"
+                    },
+                    "tools": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "type": "string"
+                            }
+                        },
+                        "description": "A list of tool definitions that the model should be allowed to call"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "allowed_tools",
+                        "default": "allowed_tools",
+                        "description": "Tool choice type identifier, always \"allowed_tools\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "mode",
+                    "tools",
+                    "type"
+                ],
+                "title": "OpenAIResponseInputToolChoiceAllowedTools",
+                "description": "Constrains the tools available to the model to a pre-defined set."
+            },
+            "OpenAIResponseInputToolChoiceCustomTool": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "custom",
+                        "default": "custom",
+                        "description": "Tool choice type identifier, always \"custom\""
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "The name of the custom tool to call."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "name"
+                ],
+                "title": "OpenAIResponseInputToolChoiceCustomTool",
+                "description": "Forces the model to call a custom tool."
+            },
+            "OpenAIResponseInputToolChoiceFileSearch": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "file_search",
+                        "default": "file_search",
+                        "description": "Tool choice type identifier, always \"file_search\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIResponseInputToolChoiceFileSearch",
+                "description": "Indicates that the model should use file search to generate a response."
+            },
+            "OpenAIResponseInputToolChoiceFunctionTool": {
+                "type": "object",
+                "properties": {
+                    "name": {
+                        "type": "string",
+                        "description": "The name of the function to call"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "function",
+                        "default": "function",
+                        "description": "Tool choice type identifier, always \"function\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "name",
+                    "type"
+                ],
+                "title": "OpenAIResponseInputToolChoiceFunctionTool",
+                "description": "Forces the model to call a specific function."
+            },
+            "OpenAIResponseInputToolChoiceMCPTool": {
+                "type": "object",
+                "properties": {
+                    "server_label": {
+                        "type": "string",
+                        "description": "The label of the MCP server to use."
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "mcp",
+                        "default": "mcp",
+                        "description": "Tool choice type identifier, always \"mcp\""
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) The name of the tool to call on the server."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "server_label",
+                    "type"
+                ],
+                "title": "OpenAIResponseInputToolChoiceMCPTool",
+                "description": "Forces the model to call a specific tool on a remote MCP server"
+            },
+            "OpenAIResponseInputToolChoiceWebSearch": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "web_search_preview",
+                        "default": "web_search_preview",
+                        "description": "Tool choice type identifier, always \"web_search_preview\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIResponseInputToolChoiceWebSearch",
+                "description": "Indicates that the model should use web search to generate a response."
+            },
+            "OpenAIResponseInputToolFileSearch": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "file_search",
+                        "default": "file_search",
+                        "description": "Tool type identifier, always \"file_search\""
+                    },
+                    "vector_store_ids": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of vector store identifiers to search within"
+                    },
+                    "filters": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Additional filters to apply to the search"
+                    },
+                    "max_num_results": {
+                        "type": "integer",
+                        "default": 10,
+                        "description": "(Optional) Maximum number of search results to return (1-50)"
+                    },
+                    "ranking_options": {
+                        "type": "object",
+                        "properties": {
+                            "ranker": {
+                                "type": "string",
+                                "description": "(Optional) Name of the ranking algorithm to use"
+                            },
+                            "score_threshold": {
+                                "type": "number",
+                                "default": 0.0,
+                                "description": "(Optional) Minimum relevance score threshold for results"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "description": "(Optional) Options for ranking and scoring search results"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "vector_store_ids"
+                ],
+                "title": "OpenAIResponseInputToolFileSearch",
+                "description": "File search tool configuration for OpenAI response inputs."
+            },
+            "OpenAIResponseInputToolFunction": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "function",
+                        "default": "function",
+                        "description": "Tool type identifier, always \"function\""
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "Name of the function that can be called"
+                    },
+                    "description": {
+                        "type": "string",
+                        "description": "(Optional) Description of what the function does"
+                    },
+                    "parameters": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) JSON schema defining the function's parameters"
+                    },
+                    "strict": {
+                        "type": "boolean",
+                        "description": "(Optional) Whether to enforce strict parameter validation"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "name"
+                ],
+                "title": "OpenAIResponseInputToolFunction",
+                "description": "Function tool configuration for OpenAI response inputs."
+            },
+            "OpenAIResponseInputToolWebSearch": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "const": "web_search"
+                            },
+                            {
+                                "type": "string",
+                                "const": "web_search_preview"
+                            },
+                            {
+                                "type": "string",
+                                "const": "web_search_preview_2025_03_11"
+                            }
+                        ],
+                        "default": "web_search",
+                        "description": "Web search tool type variant to use"
+                    },
+                    "search_context_size": {
+                        "type": "string",
+                        "default": "medium",
+                        "description": "(Optional) Size of search context, must be \"low\", \"medium\", or \"high\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "OpenAIResponseInputToolWebSearch",
+                "description": "Web search tool configuration for OpenAI response inputs."
+            },
+            "OpenAIResponseObjectWithInput": {
+                "type": "object",
+                "properties": {
+                    "created_at": {
+                        "type": "integer",
+                        "description": "Unix timestamp when the response was created"
+                    },
+                    "error": {
+                        "$ref": "#/components/schemas/OpenAIResponseError",
+                        "description": "(Optional) Error details if the response generation failed"
+                    },
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for this response"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "Model identifier used for generation"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "response",
+                        "default": "response",
+                        "description": "Object type identifier, always \"response\""
+                    },
+                    "output": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseOutput"
+                        },
+                        "description": "List of generated output items (messages, tool calls, etc.)"
+                    },
+                    "parallel_tool_calls": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Whether tool calls can be executed in parallel"
+                    },
+                    "previous_response_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the previous response in a conversation"
+                    },
+                    "prompt": {
+                        "$ref": "#/components/schemas/OpenAIResponsePrompt",
+                        "description": "(Optional) Reference to a prompt template and its variables."
+                    },
+                    "status": {
+                        "type": "string",
+                        "description": "Current status of the response generation"
+                    },
+                    "temperature": {
+                        "type": "number",
+                        "description": "(Optional) Sampling temperature used for generation"
+                    },
+                    "text": {
+                        "$ref": "#/components/schemas/OpenAIResponseText",
+                        "description": "Text formatting configuration for the response"
+                    },
+                    "top_p": {
+                        "type": "number",
+                        "description": "(Optional) Nucleus sampling parameter used for generation"
+                    },
+                    "tools": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseTool"
+                        },
+                        "description": "(Optional) An array of tools the model may call while generating a response."
+                    },
+                    "tool_choice": {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolChoice",
+                        "description": "(Optional) Tool choice configuration for the response."
+                    },
+                    "truncation": {
+                        "type": "string",
+                        "description": "(Optional) Truncation strategy applied to the response"
+                    },
+                    "usage": {
+                        "$ref": "#/components/schemas/OpenAIResponseUsage",
+                        "description": "(Optional) Token usage information for the response"
+                    },
+                    "instructions": {
+                        "type": "string",
+                        "description": "(Optional) System message inserted into the model's context"
+                    },
+                    "input": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseInput"
+                        },
+                        "description": "List of input items that led to this response"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "created_at",
+                    "id",
+                    "model",
+                    "object",
+                    "output",
+                    "parallel_tool_calls",
+                    "status",
+                    "text",
+                    "input"
+                ],
+                "title": "OpenAIResponseObjectWithInput",
+                "description": "OpenAI response object extended with input context information."
+            },
+            "OpenAIResponseOutput": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseMessage"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPCall"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "message": "#/components/schemas/OpenAIResponseMessage",
+                        "web_search_call": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall",
+                        "file_search_call": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall",
+                        "function_call": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall",
+                        "mcp_call": "#/components/schemas/OpenAIResponseOutputMessageMCPCall",
+                        "mcp_list_tools": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools",
+                        "mcp_approval_request": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
+                    }
+                }
+            },
+            "OpenAIResponsePrompt": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier of the prompt template"
+                    },
+                    "variables": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "$ref": "#/components/schemas/OpenAIResponseInputMessageContent"
+                        },
+                        "description": "Dictionary of variable names to OpenAIResponseInputMessageContent structure for template substitution. The substitution values can either be strings, or other Response input types like images or files."
+                    },
+                    "version": {
+                        "type": "string",
+                        "description": "Version number of the prompt to use (defaults to latest if not specified)"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id"
+                ],
+                "title": "OpenAIResponsePrompt",
+                "description": "OpenAI compatible Prompt object that is used in OpenAI responses."
+            },
+            "OpenAIResponseText": {
+                "type": "object",
+                "properties": {
+                    "format": {
+                        "type": "object",
+                        "properties": {
+                            "type": {
+                                "oneOf": [
+                                    {
+                                        "type": "string",
+                                        "const": "text"
+                                    },
+                                    {
+                                        "type": "string",
+                                        "const": "json_schema"
+                                    },
+                                    {
+                                        "type": "string",
+                                        "const": "json_object"
+                                    }
+                                ],
+                                "description": "Must be \"text\", \"json_schema\", or \"json_object\" to identify the format type"
+                            },
+                            "name": {
+                                "type": "string",
+                                "description": "The name of the response format. Only used for json_schema."
+                            },
+                            "schema": {
+                                "type": "object",
+                                "additionalProperties": {
+                                    "oneOf": [
+                                        {
+                                            "type": "null"
+                                        },
+                                        {
+                                            "type": "boolean"
+                                        },
+                                        {
+                                            "type": "number"
+                                        },
+                                        {
+                                            "type": "string"
+                                        },
+                                        {
+                                            "type": "array"
+                                        },
+                                        {
+                                            "type": "object"
+                                        }
+                                    ]
+                                },
+                                "description": "The JSON schema the response should conform to. In a Python SDK, this is often a `pydantic` model. Only used for json_schema."
+                            },
+                            "description": {
+                                "type": "string",
+                                "description": "(Optional) A description of the response format. Only used for json_schema."
+                            },
+                            "strict": {
+                                "type": "boolean",
+                                "description": "(Optional) Whether to strictly enforce the JSON schema. If true, the response must match the schema exactly. Only used for json_schema."
+                            }
+                        },
+                        "additionalProperties": false,
+                        "required": [
+                            "type"
+                        ],
+                        "description": "(Optional) Text format configuration specifying output format requirements"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenAIResponseText",
+                "description": "Text response configuration for OpenAI responses."
+            },
+            "OpenAIResponseTool": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolWebSearch"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolFileSearch"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolFunction"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseToolMCP"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "web_search": "#/components/schemas/OpenAIResponseInputToolWebSearch",
+                        "file_search": "#/components/schemas/OpenAIResponseInputToolFileSearch",
+                        "function": "#/components/schemas/OpenAIResponseInputToolFunction",
+                        "mcp": "#/components/schemas/OpenAIResponseToolMCP"
+                    }
+                }
+            },
+            "OpenAIResponseToolMCP": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "mcp",
+                        "default": "mcp",
+                        "description": "Tool type identifier, always \"mcp\""
+                    },
+                    "server_label": {
+                        "type": "string",
+                        "description": "Label to identify this MCP server"
+                    },
+                    "allowed_tools": {
+                        "oneOf": [
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            },
+                            {
+                                "type": "object",
+                                "properties": {
+                                    "tool_names": {
+                                        "type": "array",
+                                        "items": {
+                                            "type": "string"
+                                        },
+                                        "description": "(Optional) List of specific tool names that are allowed"
+                                    }
+                                },
+                                "additionalProperties": false,
+                                "title": "AllowedToolsFilter",
+                                "description": "Filter configuration for restricting which MCP tools can be used."
+                            }
+                        ],
+                        "description": "(Optional) Restriction on which tools can be used from this server"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "server_label"
+                ],
+                "title": "OpenAIResponseToolMCP",
+                "description": "Model Context Protocol (MCP) tool configuration for OpenAI response object."
+            },
+            "OpenAIResponseUsage": {
+                "type": "object",
+                "properties": {
+                    "input_tokens": {
+                        "type": "integer",
+                        "description": "Number of tokens in the input"
+                    },
+                    "output_tokens": {
+                        "type": "integer",
+                        "description": "Number of tokens in the output"
+                    },
+                    "total_tokens": {
+                        "type": "integer",
+                        "description": "Total tokens used (input + output)"
+                    },
+                    "input_tokens_details": {
+                        "type": "object",
+                        "properties": {
+                            "cached_tokens": {
+                                "type": "integer",
+                                "description": "Number of tokens retrieved from cache"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "description": "Detailed breakdown of input token usage"
+                    },
+                    "output_tokens_details": {
+                        "type": "object",
+                        "properties": {
+                            "reasoning_tokens": {
+                                "type": "integer",
+                                "description": "Number of tokens used for reasoning (o1/o3 models)"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "description": "Detailed breakdown of output token usage"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "input_tokens",
+                    "output_tokens",
+                    "total_tokens"
+                ],
+                "title": "OpenAIResponseUsage",
+                "description": "Usage information for OpenAI response."
+            },
+            "ResponseGuardrailSpec": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "description": "The type/identifier of the guardrail."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "ResponseGuardrailSpec",
+                "description": "Specification for a guardrail to apply during response generation."
+            },
+            "OpenAIResponseInputTool": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolWebSearch"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolFileSearch"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolFunction"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolMCP"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "web_search": "#/components/schemas/OpenAIResponseInputToolWebSearch",
+                        "file_search": "#/components/schemas/OpenAIResponseInputToolFileSearch",
+                        "function": "#/components/schemas/OpenAIResponseInputToolFunction",
+                        "mcp": "#/components/schemas/OpenAIResponseInputToolMCP"
+                    }
+                }
+            },
+            "OpenAIResponseInputToolMCP": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "mcp",
+                        "default": "mcp",
+                        "description": "Tool type identifier, always \"mcp\""
+                    },
+                    "server_label": {
+                        "type": "string",
+                        "description": "Label to identify this MCP server"
+                    },
+                    "server_url": {
+                        "type": "string",
+                        "description": "URL endpoint of the MCP server"
+                    },
+                    "headers": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) HTTP headers to include when connecting to the server"
+                    },
+                    "require_approval": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "const": "always"
+                            },
+                            {
+                                "type": "string",
+                                "const": "never"
+                            },
+                            {
+                                "type": "object",
+                                "properties": {
+                                    "always": {
+                                        "type": "array",
+                                        "items": {
+                                            "type": "string"
+                                        },
+                                        "description": "(Optional) List of tool names that always require approval"
+                                    },
+                                    "never": {
+                                        "type": "array",
+                                        "items": {
+                                            "type": "string"
+                                        },
+                                        "description": "(Optional) List of tool names that never require approval"
+                                    }
+                                },
+                                "additionalProperties": false,
+                                "title": "ApprovalFilter",
+                                "description": "Filter configuration for MCP tool approval requirements."
+                            }
+                        ],
+                        "default": "never",
+                        "description": "Approval requirement for tool calls (\"always\", \"never\", or filter)"
+                    },
+                    "allowed_tools": {
+                        "oneOf": [
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            },
+                            {
+                                "type": "object",
+                                "properties": {
+                                    "tool_names": {
+                                        "type": "array",
+                                        "items": {
+                                            "type": "string"
+                                        },
+                                        "description": "(Optional) List of specific tool names that are allowed"
+                                    }
+                                },
+                                "additionalProperties": false,
+                                "title": "AllowedToolsFilter",
+                                "description": "Filter configuration for restricting which MCP tools can be used."
+                            }
+                        ],
+                        "description": "(Optional) Restriction on which tools can be used from this server"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "server_label",
+                    "server_url",
+                    "require_approval"
+                ],
+                "title": "OpenAIResponseInputToolMCP",
+                "description": "Model Context Protocol (MCP) tool configuration for OpenAI response inputs."
+            },
+            "CreateOpenaiResponseRequest": {
+                "type": "object",
+                "properties": {
+                    "input": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/OpenAIResponseInput"
+                                }
+                            }
+                        ],
+                        "description": "Input message(s) to create the response."
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The underlying LLM used for completions."
+                    },
+                    "prompt": {
+                        "$ref": "#/components/schemas/OpenAIResponsePrompt",
+                        "description": "(Optional) Prompt object with ID, version, and variables."
+                    },
+                    "instructions": {
+                        "type": "string"
+                    },
+                    "previous_response_id": {
+                        "type": "string",
+                        "description": "(Optional) if specified, the new response will be a continuation of the previous response. This can be used to easily fork-off new responses from existing responses."
+                    },
+                    "conversation": {
+                        "type": "string",
+                        "description": "(Optional) The ID of a conversation to add the response to. Must begin with 'conv_'. Input and output messages will be automatically added to the conversation."
+                    },
+                    "store": {
+                        "type": "boolean"
+                    },
+                    "stream": {
+                        "type": "boolean"
+                    },
+                    "temperature": {
+                        "type": "number"
+                    },
+                    "text": {
+                        "$ref": "#/components/schemas/OpenAIResponseText"
+                    },
+                    "tool_choice": {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolChoice"
+                    },
+                    "tools": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseInputTool"
+                        }
+                    },
+                    "include": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "(Optional) Additional fields to include in the response."
+                    },
+                    "max_infer_iters": {
+                        "type": "integer"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "input",
+                    "model"
+                ],
+                "title": "CreateOpenaiResponseRequest"
+            },
+            "OpenAIResponseObject": {
+                "type": "object",
+                "properties": {
+                    "created_at": {
+                        "type": "integer",
+                        "description": "Unix timestamp when the response was created"
+                    },
+                    "error": {
+                        "$ref": "#/components/schemas/OpenAIResponseError",
+                        "description": "(Optional) Error details if the response generation failed"
+                    },
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for this response"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "Model identifier used for generation"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "response",
+                        "default": "response",
+                        "description": "Object type identifier, always \"response\""
+                    },
+                    "output": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseOutput"
+                        },
+                        "description": "List of generated output items (messages, tool calls, etc.)"
+                    },
+                    "parallel_tool_calls": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Whether tool calls can be executed in parallel"
+                    },
+                    "previous_response_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the previous response in a conversation"
+                    },
+                    "prompt": {
+                        "$ref": "#/components/schemas/OpenAIResponsePrompt",
+                        "description": "(Optional) Reference to a prompt template and its variables."
+                    },
+                    "status": {
+                        "type": "string",
+                        "description": "Current status of the response generation"
+                    },
+                    "temperature": {
+                        "type": "number",
+                        "description": "(Optional) Sampling temperature used for generation"
+                    },
+                    "text": {
+                        "$ref": "#/components/schemas/OpenAIResponseText",
+                        "description": "Text formatting configuration for the response"
+                    },
+                    "top_p": {
+                        "type": "number",
+                        "description": "(Optional) Nucleus sampling parameter used for generation"
+                    },
+                    "tools": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseTool"
+                        },
+                        "description": "(Optional) An array of tools the model may call while generating a response."
+                    },
+                    "tool_choice": {
+                        "$ref": "#/components/schemas/OpenAIResponseInputToolChoice",
+                        "description": "(Optional) Tool choice configuration for the response."
+                    },
+                    "truncation": {
+                        "type": "string",
+                        "description": "(Optional) Truncation strategy applied to the response"
+                    },
+                    "usage": {
+                        "$ref": "#/components/schemas/OpenAIResponseUsage",
+                        "description": "(Optional) Token usage information for the response"
+                    },
+                    "instructions": {
+                        "type": "string",
+                        "description": "(Optional) System message inserted into the model's context"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "created_at",
+                    "id",
+                    "model",
+                    "object",
+                    "output",
+                    "parallel_tool_calls",
+                    "status",
+                    "text"
+                ],
+                "title": "OpenAIResponseObject",
+                "description": "Complete OpenAI response object containing generation results and metadata."
+            },
+            "OpenAIResponseContentPartOutputText": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "output_text",
+                        "default": "output_text",
+                        "description": "Content part type identifier, always \"output_text\""
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "Text emitted for this content part"
+                    },
+                    "annotations": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseAnnotations"
+                        },
+                        "description": "Structured annotations associated with the text"
+                    },
+                    "logprobs": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "(Optional) Token log probability details"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "text",
+                    "annotations"
+                ],
+                "title": "OpenAIResponseContentPartOutputText",
+                "description": "Text content within a streamed response part."
+            },
+            "OpenAIResponseContentPartReasoningSummary": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "summary_text",
+                        "default": "summary_text",
+                        "description": "Content part type identifier, always \"summary_text\""
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "Summary text"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "text"
+                ],
+                "title": "OpenAIResponseContentPartReasoningSummary",
+                "description": "Reasoning summary part in a streamed response."
+            },
+            "OpenAIResponseContentPartReasoningText": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "reasoning_text",
+                        "default": "reasoning_text",
+                        "description": "Content part type identifier, always \"reasoning_text\""
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "Reasoning text supplied by the model"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "text"
+                ],
+                "title": "OpenAIResponseContentPartReasoningText",
+                "description": "Reasoning text emitted as part of a streamed response."
+            },
+            "OpenAIResponseObjectStream": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseCreated"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseInProgress"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputItemAdded"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputItemDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextDelta"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseFunctionCallArgumentsDelta"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseFunctionCallArgumentsDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallInProgress"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallSearching"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallCompleted"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsInProgress"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsFailed"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsCompleted"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallArgumentsDelta"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallArgumentsDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallInProgress"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallFailed"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallCompleted"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseContentPartAdded"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseContentPartDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningTextDelta"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningTextDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryPartAdded"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryPartDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryTextDelta"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryTextDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseRefusalDelta"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseRefusalDone"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextAnnotationAdded"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallInProgress"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallSearching"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallCompleted"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseIncomplete"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseFailed"
+                    },
+                    {
+                        "$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseCompleted"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "response.created": "#/components/schemas/OpenAIResponseObjectStreamResponseCreated",
+                        "response.in_progress": "#/components/schemas/OpenAIResponseObjectStreamResponseInProgress",
+                        "response.output_item.added": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputItemAdded",
+                        "response.output_item.done": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputItemDone",
+                        "response.output_text.delta": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextDelta",
+                        "response.output_text.done": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextDone",
+                        "response.function_call_arguments.delta": "#/components/schemas/OpenAIResponseObjectStreamResponseFunctionCallArgumentsDelta",
+                        "response.function_call_arguments.done": "#/components/schemas/OpenAIResponseObjectStreamResponseFunctionCallArgumentsDone",
+                        "response.web_search_call.in_progress": "#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallInProgress",
+                        "response.web_search_call.searching": "#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallSearching",
+                        "response.web_search_call.completed": "#/components/schemas/OpenAIResponseObjectStreamResponseWebSearchCallCompleted",
+                        "response.mcp_list_tools.in_progress": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsInProgress",
+                        "response.mcp_list_tools.failed": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsFailed",
+                        "response.mcp_list_tools.completed": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpListToolsCompleted",
+                        "response.mcp_call.arguments.delta": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallArgumentsDelta",
+                        "response.mcp_call.arguments.done": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallArgumentsDone",
+                        "response.mcp_call.in_progress": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallInProgress",
+                        "response.mcp_call.failed": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallFailed",
+                        "response.mcp_call.completed": "#/components/schemas/OpenAIResponseObjectStreamResponseMcpCallCompleted",
+                        "response.content_part.added": "#/components/schemas/OpenAIResponseObjectStreamResponseContentPartAdded",
+                        "response.content_part.done": "#/components/schemas/OpenAIResponseObjectStreamResponseContentPartDone",
+                        "response.reasoning_text.delta": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningTextDelta",
+                        "response.reasoning_text.done": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningTextDone",
+                        "response.reasoning_summary_part.added": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryPartAdded",
+                        "response.reasoning_summary_part.done": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryPartDone",
+                        "response.reasoning_summary_text.delta": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryTextDelta",
+                        "response.reasoning_summary_text.done": "#/components/schemas/OpenAIResponseObjectStreamResponseReasoningSummaryTextDone",
+                        "response.refusal.delta": "#/components/schemas/OpenAIResponseObjectStreamResponseRefusalDelta",
+                        "response.refusal.done": "#/components/schemas/OpenAIResponseObjectStreamResponseRefusalDone",
+                        "response.output_text.annotation.added": "#/components/schemas/OpenAIResponseObjectStreamResponseOutputTextAnnotationAdded",
+                        "response.file_search_call.in_progress": "#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallInProgress",
+                        "response.file_search_call.searching": "#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallSearching",
+                        "response.file_search_call.completed": "#/components/schemas/OpenAIResponseObjectStreamResponseFileSearchCallCompleted",
+                        "response.incomplete": "#/components/schemas/OpenAIResponseObjectStreamResponseIncomplete",
+                        "response.failed": "#/components/schemas/OpenAIResponseObjectStreamResponseFailed",
+                        "response.completed": "#/components/schemas/OpenAIResponseObjectStreamResponseCompleted"
+                    }
+                }
+            },
+            "OpenAIResponseObjectStreamResponseCompleted": {
+                "type": "object",
+                "properties": {
+                    "response": {
+                        "$ref": "#/components/schemas/OpenAIResponseObject",
+                        "description": "Completed response object"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.completed",
+                        "default": "response.completed",
+                        "description": "Event type identifier, always \"response.completed\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseCompleted",
+                "description": "Streaming event indicating a response has been completed."
+            },
+            "OpenAIResponseObjectStreamResponseContentPartAdded": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the part within the content array"
+                    },
+                    "response_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the response containing this content"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item containing this content part"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item in the response"
+                    },
+                    "part": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseContentPartOutputText"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseContentPartRefusal"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseContentPartReasoningText"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "output_text": "#/components/schemas/OpenAIResponseContentPartOutputText",
+                                "refusal": "#/components/schemas/OpenAIResponseContentPartRefusal",
+                                "reasoning_text": "#/components/schemas/OpenAIResponseContentPartReasoningText"
+                            }
+                        },
+                        "description": "The content part that was added"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.content_part.added",
+                        "default": "response.content_part.added",
+                        "description": "Event type identifier, always \"response.content_part.added\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "response_id",
+                    "item_id",
+                    "output_index",
+                    "part",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseContentPartAdded",
+                "description": "Streaming event for when a new content part is added to a response item."
+            },
+            "OpenAIResponseObjectStreamResponseContentPartDone": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the part within the content array"
+                    },
+                    "response_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the response containing this content"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item containing this content part"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item in the response"
+                    },
+                    "part": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseContentPartOutputText"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseContentPartRefusal"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseContentPartReasoningText"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "output_text": "#/components/schemas/OpenAIResponseContentPartOutputText",
+                                "refusal": "#/components/schemas/OpenAIResponseContentPartRefusal",
+                                "reasoning_text": "#/components/schemas/OpenAIResponseContentPartReasoningText"
+                            }
+                        },
+                        "description": "The completed content part"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.content_part.done",
+                        "default": "response.content_part.done",
+                        "description": "Event type identifier, always \"response.content_part.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "response_id",
+                    "item_id",
+                    "output_index",
+                    "part",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseContentPartDone",
+                "description": "Streaming event for when a content part is completed."
+            },
+            "OpenAIResponseObjectStreamResponseCreated": {
+                "type": "object",
+                "properties": {
+                    "response": {
+                        "$ref": "#/components/schemas/OpenAIResponseObject",
+                        "description": "The response object that was created"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.created",
+                        "default": "response.created",
+                        "description": "Event type identifier, always \"response.created\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseCreated",
+                "description": "Streaming event indicating a new response has been created."
+            },
+            "OpenAIResponseObjectStreamResponseFailed": {
+                "type": "object",
+                "properties": {
+                    "response": {
+                        "$ref": "#/components/schemas/OpenAIResponseObject",
+                        "description": "Response object describing the failure"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.failed",
+                        "default": "response.failed",
+                        "description": "Event type identifier, always \"response.failed\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseFailed",
+                "description": "Streaming event emitted when a response fails."
+            },
+            "OpenAIResponseObjectStreamResponseFileSearchCallCompleted": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the completed file search call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.file_search_call.completed",
+                        "default": "response.file_search_call.completed",
+                        "description": "Event type identifier, always \"response.file_search_call.completed\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseFileSearchCallCompleted",
+                "description": "Streaming event for completed file search calls."
+            },
+            "OpenAIResponseObjectStreamResponseFileSearchCallInProgress": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the file search call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.file_search_call.in_progress",
+                        "default": "response.file_search_call.in_progress",
+                        "description": "Event type identifier, always \"response.file_search_call.in_progress\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseFileSearchCallInProgress",
+                "description": "Streaming event for file search calls in progress."
+            },
+            "OpenAIResponseObjectStreamResponseFileSearchCallSearching": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the file search call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.file_search_call.searching",
+                        "default": "response.file_search_call.searching",
+                        "description": "Event type identifier, always \"response.file_search_call.searching\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseFileSearchCallSearching",
+                "description": "Streaming event for file search currently searching."
+            },
+            "OpenAIResponseObjectStreamResponseFunctionCallArgumentsDelta": {
+                "type": "object",
+                "properties": {
+                    "delta": {
+                        "type": "string",
+                        "description": "Incremental function call arguments being added"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the function call being updated"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.function_call_arguments.delta",
+                        "default": "response.function_call_arguments.delta",
+                        "description": "Event type identifier, always \"response.function_call_arguments.delta\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "delta",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseFunctionCallArgumentsDelta",
+                "description": "Streaming event for incremental function call argument updates."
+            },
+            "OpenAIResponseObjectStreamResponseFunctionCallArgumentsDone": {
+                "type": "object",
+                "properties": {
+                    "arguments": {
+                        "type": "string",
+                        "description": "Final complete arguments JSON string for the function call"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the completed function call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.function_call_arguments.done",
+                        "default": "response.function_call_arguments.done",
+                        "description": "Event type identifier, always \"response.function_call_arguments.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "arguments",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseFunctionCallArgumentsDone",
+                "description": "Streaming event for when function call arguments are completed."
+            },
+            "OpenAIResponseObjectStreamResponseInProgress": {
+                "type": "object",
+                "properties": {
+                    "response": {
+                        "$ref": "#/components/schemas/OpenAIResponseObject",
+                        "description": "Current response state while in progress"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.in_progress",
+                        "default": "response.in_progress",
+                        "description": "Event type identifier, always \"response.in_progress\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseInProgress",
+                "description": "Streaming event indicating the response remains in progress."
+            },
+            "OpenAIResponseObjectStreamResponseIncomplete": {
+                "type": "object",
+                "properties": {
+                    "response": {
+                        "$ref": "#/components/schemas/OpenAIResponseObject",
+                        "description": "Response object describing the incomplete state"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.incomplete",
+                        "default": "response.incomplete",
+                        "description": "Event type identifier, always \"response.incomplete\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseIncomplete",
+                "description": "Streaming event emitted when a response ends in an incomplete state."
+            },
+            "OpenAIResponseObjectStreamResponseMcpCallArgumentsDelta": {
+                "type": "object",
+                "properties": {
+                    "delta": {
+                        "type": "string"
+                    },
+                    "item_id": {
+                        "type": "string"
+                    },
+                    "output_index": {
+                        "type": "integer"
+                    },
+                    "sequence_number": {
+                        "type": "integer"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_call.arguments.delta",
+                        "default": "response.mcp_call.arguments.delta"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "delta",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpCallArgumentsDelta"
+            },
+            "OpenAIResponseObjectStreamResponseMcpCallArgumentsDone": {
+                "type": "object",
+                "properties": {
+                    "arguments": {
+                        "type": "string"
+                    },
+                    "item_id": {
+                        "type": "string"
+                    },
+                    "output_index": {
+                        "type": "integer"
+                    },
+                    "sequence_number": {
+                        "type": "integer"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_call.arguments.done",
+                        "default": "response.mcp_call.arguments.done"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "arguments",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpCallArgumentsDone"
+            },
+            "OpenAIResponseObjectStreamResponseMcpCallCompleted": {
+                "type": "object",
+                "properties": {
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_call.completed",
+                        "default": "response.mcp_call.completed",
+                        "description": "Event type identifier, always \"response.mcp_call.completed\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpCallCompleted",
+                "description": "Streaming event for completed MCP calls."
+            },
+            "OpenAIResponseObjectStreamResponseMcpCallFailed": {
+                "type": "object",
+                "properties": {
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_call.failed",
+                        "default": "response.mcp_call.failed",
+                        "description": "Event type identifier, always \"response.mcp_call.failed\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpCallFailed",
+                "description": "Streaming event for failed MCP calls."
+            },
+            "OpenAIResponseObjectStreamResponseMcpCallInProgress": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the MCP call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_call.in_progress",
+                        "default": "response.mcp_call.in_progress",
+                        "description": "Event type identifier, always \"response.mcp_call.in_progress\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpCallInProgress",
+                "description": "Streaming event for MCP calls in progress."
+            },
+            "OpenAIResponseObjectStreamResponseMcpListToolsCompleted": {
+                "type": "object",
+                "properties": {
+                    "sequence_number": {
+                        "type": "integer"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_list_tools.completed",
+                        "default": "response.mcp_list_tools.completed"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpListToolsCompleted"
+            },
+            "OpenAIResponseObjectStreamResponseMcpListToolsFailed": {
+                "type": "object",
+                "properties": {
+                    "sequence_number": {
+                        "type": "integer"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_list_tools.failed",
+                        "default": "response.mcp_list_tools.failed"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpListToolsFailed"
+            },
+            "OpenAIResponseObjectStreamResponseMcpListToolsInProgress": {
+                "type": "object",
+                "properties": {
+                    "sequence_number": {
+                        "type": "integer"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.mcp_list_tools.in_progress",
+                        "default": "response.mcp_list_tools.in_progress"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseMcpListToolsInProgress"
+            },
+            "OpenAIResponseObjectStreamResponseOutputItemAdded": {
+                "type": "object",
+                "properties": {
+                    "response_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the response containing this output"
+                    },
+                    "item": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseMessage"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "message": "#/components/schemas/OpenAIResponseMessage",
+                                "web_search_call": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall",
+                                "file_search_call": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall",
+                                "function_call": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall",
+                                "mcp_call": "#/components/schemas/OpenAIResponseOutputMessageMCPCall",
+                                "mcp_list_tools": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools",
+                                "mcp_approval_request": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
+                            }
+                        },
+                        "description": "The output item that was added (message, tool call, etc.)"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of this item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.output_item.added",
+                        "default": "response.output_item.added",
+                        "description": "Event type identifier, always \"response.output_item.added\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response_id",
+                    "item",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseOutputItemAdded",
+                "description": "Streaming event for when a new output item is added to the response."
+            },
+            "OpenAIResponseObjectStreamResponseOutputItemDone": {
+                "type": "object",
+                "properties": {
+                    "response_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the response containing this output"
+                    },
+                    "item": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseMessage"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPCall"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "message": "#/components/schemas/OpenAIResponseMessage",
+                                "web_search_call": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall",
+                                "file_search_call": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall",
+                                "function_call": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall",
+                                "mcp_call": "#/components/schemas/OpenAIResponseOutputMessageMCPCall",
+                                "mcp_list_tools": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools",
+                                "mcp_approval_request": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
+                            }
+                        },
+                        "description": "The completed output item (message, tool call, etc.)"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of this item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.output_item.done",
+                        "default": "response.output_item.done",
+                        "description": "Event type identifier, always \"response.output_item.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "response_id",
+                    "item",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseOutputItemDone",
+                "description": "Streaming event for when an output item is completed."
+            },
+            "OpenAIResponseObjectStreamResponseOutputTextAnnotationAdded": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the item to which the annotation is being added"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item in the response's output array"
+                    },
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the content part within the output item"
+                    },
+                    "annotation_index": {
+                        "type": "integer",
+                        "description": "Index of the annotation within the content part"
+                    },
+                    "annotation": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseAnnotationFileCitation"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseAnnotationCitation"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseAnnotationContainerFileCitation"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIResponseAnnotationFilePath"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "file_citation": "#/components/schemas/OpenAIResponseAnnotationFileCitation",
+                                "url_citation": "#/components/schemas/OpenAIResponseAnnotationCitation",
+                                "container_file_citation": "#/components/schemas/OpenAIResponseAnnotationContainerFileCitation",
+                                "file_path": "#/components/schemas/OpenAIResponseAnnotationFilePath"
+                            }
+                        },
+                        "description": "The annotation object being added"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.output_text.annotation.added",
+                        "default": "response.output_text.annotation.added",
+                        "description": "Event type identifier, always \"response.output_text.annotation.added\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "content_index",
+                    "annotation_index",
+                    "annotation",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseOutputTextAnnotationAdded",
+                "description": "Streaming event for when an annotation is added to output text."
+            },
+            "OpenAIResponseObjectStreamResponseOutputTextDelta": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position within the text content"
+                    },
+                    "delta": {
+                        "type": "string",
+                        "description": "Incremental text content being added"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item being updated"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.output_text.delta",
+                        "default": "response.output_text.delta",
+                        "description": "Event type identifier, always \"response.output_text.delta\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "delta",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseOutputTextDelta",
+                "description": "Streaming event for incremental text content updates."
+            },
+            "OpenAIResponseObjectStreamResponseOutputTextDone": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position within the text content"
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "Final complete text content of the output item"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the completed output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.output_text.done",
+                        "default": "response.output_text.done",
+                        "description": "Event type identifier, always \"response.output_text.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "text",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseOutputTextDone",
+                "description": "Streaming event for when text output is completed."
+            },
+            "OpenAIResponseObjectStreamResponseReasoningSummaryPartAdded": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item"
+                    },
+                    "part": {
+                        "$ref": "#/components/schemas/OpenAIResponseContentPartReasoningSummary",
+                        "description": "The summary part that was added"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "summary_index": {
+                        "type": "integer",
+                        "description": "Index of the summary part within the reasoning summary"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.reasoning_summary_part.added",
+                        "default": "response.reasoning_summary_part.added",
+                        "description": "Event type identifier, always \"response.reasoning_summary_part.added\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "part",
+                    "sequence_number",
+                    "summary_index",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseReasoningSummaryPartAdded",
+                "description": "Streaming event for when a new reasoning summary part is added."
+            },
+            "OpenAIResponseObjectStreamResponseReasoningSummaryPartDone": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item"
+                    },
+                    "part": {
+                        "$ref": "#/components/schemas/OpenAIResponseContentPartReasoningSummary",
+                        "description": "The completed summary part"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "summary_index": {
+                        "type": "integer",
+                        "description": "Index of the summary part within the reasoning summary"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.reasoning_summary_part.done",
+                        "default": "response.reasoning_summary_part.done",
+                        "description": "Event type identifier, always \"response.reasoning_summary_part.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "part",
+                    "sequence_number",
+                    "summary_index",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseReasoningSummaryPartDone",
+                "description": "Streaming event for when a reasoning summary part is completed."
+            },
+            "OpenAIResponseObjectStreamResponseReasoningSummaryTextDelta": {
+                "type": "object",
+                "properties": {
+                    "delta": {
+                        "type": "string",
+                        "description": "Incremental summary text being added"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "summary_index": {
+                        "type": "integer",
+                        "description": "Index of the summary part within the reasoning summary"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.reasoning_summary_text.delta",
+                        "default": "response.reasoning_summary_text.delta",
+                        "description": "Event type identifier, always \"response.reasoning_summary_text.delta\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "delta",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "summary_index",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseReasoningSummaryTextDelta",
+                "description": "Streaming event for incremental reasoning summary text updates."
+            },
+            "OpenAIResponseObjectStreamResponseReasoningSummaryTextDone": {
+                "type": "object",
+                "properties": {
+                    "text": {
+                        "type": "string",
+                        "description": "Final complete summary text"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the output item"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "summary_index": {
+                        "type": "integer",
+                        "description": "Index of the summary part within the reasoning summary"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.reasoning_summary_text.done",
+                        "default": "response.reasoning_summary_text.done",
+                        "description": "Event type identifier, always \"response.reasoning_summary_text.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "text",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "summary_index",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseReasoningSummaryTextDone",
+                "description": "Streaming event for when reasoning summary text is completed."
+            },
+            "OpenAIResponseObjectStreamResponseReasoningTextDelta": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the reasoning content part"
+                    },
+                    "delta": {
+                        "type": "string",
+                        "description": "Incremental reasoning text being added"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item being updated"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.reasoning_text.delta",
+                        "default": "response.reasoning_text.delta",
+                        "description": "Event type identifier, always \"response.reasoning_text.delta\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "delta",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseReasoningTextDelta",
+                "description": "Streaming event for incremental reasoning text updates."
+            },
+            "OpenAIResponseObjectStreamResponseReasoningTextDone": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the reasoning content part"
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "Final complete reasoning text"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the completed output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.reasoning_text.done",
+                        "default": "response.reasoning_text.done",
+                        "description": "Event type identifier, always \"response.reasoning_text.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "text",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseReasoningTextDone",
+                "description": "Streaming event for when reasoning text is completed."
+            },
+            "OpenAIResponseObjectStreamResponseRefusalDelta": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the content part"
+                    },
+                    "delta": {
+                        "type": "string",
+                        "description": "Incremental refusal text being added"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.refusal.delta",
+                        "default": "response.refusal.delta",
+                        "description": "Event type identifier, always \"response.refusal.delta\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "delta",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseRefusalDelta",
+                "description": "Streaming event for incremental refusal text updates."
+            },
+            "OpenAIResponseObjectStreamResponseRefusalDone": {
+                "type": "object",
+                "properties": {
+                    "content_index": {
+                        "type": "integer",
+                        "description": "Index position of the content part"
+                    },
+                    "refusal": {
+                        "type": "string",
+                        "description": "Final complete refusal text"
+                    },
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the output item"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.refusal.done",
+                        "default": "response.refusal.done",
+                        "description": "Event type identifier, always \"response.refusal.done\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content_index",
+                    "refusal",
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseRefusalDone",
+                "description": "Streaming event for when refusal text is completed."
+            },
+            "OpenAIResponseObjectStreamResponseWebSearchCallCompleted": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the completed web search call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.web_search_call.completed",
+                        "default": "response.web_search_call.completed",
+                        "description": "Event type identifier, always \"response.web_search_call.completed\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseWebSearchCallCompleted",
+                "description": "Streaming event for completed web search calls."
+            },
+            "OpenAIResponseObjectStreamResponseWebSearchCallInProgress": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the web search call"
+                    },
+                    "output_index": {
+                        "type": "integer",
+                        "description": "Index position of the item in the output list"
+                    },
+                    "sequence_number": {
+                        "type": "integer",
+                        "description": "Sequential number for ordering streaming events"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.web_search_call.in_progress",
+                        "default": "response.web_search_call.in_progress",
+                        "description": "Event type identifier, always \"response.web_search_call.in_progress\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseWebSearchCallInProgress",
+                "description": "Streaming event for web search calls in progress."
+            },
+            "OpenAIResponseObjectStreamResponseWebSearchCallSearching": {
+                "type": "object",
+                "properties": {
+                    "item_id": {
+                        "type": "string"
+                    },
+                    "output_index": {
+                        "type": "integer"
+                    },
+                    "sequence_number": {
+                        "type": "integer"
+                    },
+                    "type": {
+                        "type": "string",
+                        "const": "response.web_search_call.searching",
+                        "default": "response.web_search_call.searching"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "item_id",
+                    "output_index",
+                    "sequence_number",
+                    "type"
+                ],
+                "title": "OpenAIResponseObjectStreamResponseWebSearchCallSearching"
+            },
+            "OpenAIDeleteResponseObject": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier of the deleted response"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "response",
+                        "default": "response",
+                        "description": "Object type identifier, always \"response\""
+                    },
+                    "deleted": {
+                        "type": "boolean",
+                        "default": true,
+                        "description": "Deletion confirmation flag, always True"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "deleted"
+                ],
+                "title": "OpenAIDeleteResponseObject",
+                "description": "Response object confirming deletion of an OpenAI response."
+            },
+            "ListOpenAIResponseInputItem": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIResponseInput"
+                        },
+                        "description": "List of input items"
+                    },
+                    "object": {
+                        "type": "string",
+                        "const": "list",
+                        "default": "list",
+                        "description": "Object type identifier, always \"list\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data",
+                    "object"
+                ],
+                "title": "ListOpenAIResponseInputItem",
+                "description": "List container for OpenAI response input items."
+            },
+            "RunShieldRequest": {
+                "type": "object",
+                "properties": {
+                    "shield_id": {
+                        "type": "string",
+                        "description": "The identifier of the shield to run."
+                    },
+                    "messages": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/OpenAIMessageParam"
+                        },
+                        "description": "The messages to run the shield on."
+                    },
+                    "params": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The parameters of the shield."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "shield_id",
+                    "messages",
+                    "params"
+                ],
+                "title": "RunShieldRequest"
+            },
+            "RunShieldResponse": {
+                "type": "object",
+                "properties": {
+                    "violation": {
+                        "$ref": "#/components/schemas/SafetyViolation",
+                        "description": "(Optional) Safety violation detected by the shield, if any"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "RunShieldResponse",
+                "description": "Response from running a safety shield."
+            },
+            "SafetyViolation": {
+                "type": "object",
+                "properties": {
+                    "violation_level": {
+                        "$ref": "#/components/schemas/ViolationLevel",
+                        "description": "Severity level of the violation"
+                    },
+                    "user_message": {
+                        "type": "string",
+                        "description": "(Optional) Message to convey to the user about the violation"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Additional metadata including specific violation codes for debugging and telemetry"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "violation_level",
+                    "metadata"
+                ],
+                "title": "SafetyViolation",
+                "description": "Details of a safety violation detected by content moderation."
+            },
+            "ViolationLevel": {
+                "type": "string",
+                "enum": [
+                    "info",
+                    "warn",
+                    "error"
+                ],
+                "title": "ViolationLevel",
+                "description": "Severity level of a safety violation."
+            },
+            "AgentTurnInputType": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "agent_turn_input",
+                        "default": "agent_turn_input",
+                        "description": "Discriminator type. Always \"agent_turn_input\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "AgentTurnInputType",
+                "description": "Parameter type for agent turn input."
+            },
+            "AggregationFunctionType": {
+                "type": "string",
+                "enum": [
+                    "average",
+                    "weighted_average",
+                    "median",
+                    "categorical_count",
+                    "accuracy"
+                ],
+                "title": "AggregationFunctionType",
+                "description": "Types of aggregation functions for scoring results."
+            },
+            "ArrayType": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "array",
+                        "default": "array",
+                        "description": "Discriminator type. Always \"array\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "ArrayType",
+                "description": "Parameter type for array values."
+            },
+            "BasicScoringFnParams": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "$ref": "#/components/schemas/ScoringFnParamsType",
+                        "const": "basic",
+                        "default": "basic",
+                        "description": "The type of scoring function parameters, always basic"
+                    },
+                    "aggregation_functions": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/AggregationFunctionType"
+                        },
+                        "description": "Aggregation functions to apply to the scores of each row"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "aggregation_functions"
+                ],
+                "title": "BasicScoringFnParams",
+                "description": "Parameters for basic scoring function configuration."
+            },
+            "BooleanType": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "boolean",
+                        "default": "boolean",
+                        "description": "Discriminator type. Always \"boolean\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "BooleanType",
+                "description": "Parameter type for boolean values."
+            },
+            "ChatCompletionInputType": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "chat_completion_input",
+                        "default": "chat_completion_input",
+                        "description": "Discriminator type. Always \"chat_completion_input\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "ChatCompletionInputType",
+                "description": "Parameter type for chat completion input."
+            },
+            "CompletionInputType": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "completion_input",
+                        "default": "completion_input",
+                        "description": "Discriminator type. Always \"completion_input\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "CompletionInputType",
+                "description": "Parameter type for completion input."
+            },
+            "JsonType": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "json",
+                        "default": "json",
+                        "description": "Discriminator type. Always \"json\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "JsonType",
+                "description": "Parameter type for JSON values."
+            },
+            "LLMAsJudgeScoringFnParams": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "$ref": "#/components/schemas/ScoringFnParamsType",
+                        "const": "llm_as_judge",
+                        "default": "llm_as_judge",
+                        "description": "The type of scoring function parameters, always llm_as_judge"
+                    },
+                    "judge_model": {
+                        "type": "string",
+                        "description": "Identifier of the LLM model to use as a judge for scoring"
+                    },
+                    "prompt_template": {
+                        "type": "string",
+                        "description": "(Optional) Custom prompt template for the judge model"
+                    },
+                    "judge_score_regexes": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "Regexes to extract the answer from generated response"
+                    },
+                    "aggregation_functions": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/AggregationFunctionType"
+                        },
+                        "description": "Aggregation functions to apply to the scores of each row"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "judge_model",
+                    "judge_score_regexes",
+                    "aggregation_functions"
+                ],
+                "title": "LLMAsJudgeScoringFnParams",
+                "description": "Parameters for LLM-as-judge scoring function configuration."
+            },
+            "NumberType": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "number",
+                        "default": "number",
+                        "description": "Discriminator type. Always \"number\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "NumberType",
+                "description": "Parameter type for numeric values."
+            },
+            "ObjectType": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "object",
+                        "default": "object",
+                        "description": "Discriminator type. Always \"object\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "ObjectType",
+                "description": "Parameter type for object values."
+            },
+            "RegexParserScoringFnParams": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "$ref": "#/components/schemas/ScoringFnParamsType",
+                        "const": "regex_parser",
+                        "default": "regex_parser",
+                        "description": "The type of scoring function parameters, always regex_parser"
+                    },
+                    "parsing_regexes": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "Regex to extract the answer from generated response"
+                    },
+                    "aggregation_functions": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/AggregationFunctionType"
+                        },
+                        "description": "Aggregation functions to apply to the scores of each row"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "parsing_regexes",
+                    "aggregation_functions"
+                ],
+                "title": "RegexParserScoringFnParams",
+                "description": "Parameters for regex parser scoring function configuration."
+            },
+            "ScoringFn": {
+                "type": "object",
+                "properties": {
+                    "identifier": {
+                        "type": "string"
+                    },
+                    "provider_resource_id": {
+                        "type": "string"
+                    },
+                    "provider_id": {
+                        "type": "string"
+                    },
+                    "type": {
+                        "type": "string",
+                        "enum": [
+                            "model",
+                            "shield",
+                            "vector_store",
+                            "dataset",
+                            "scoring_function",
+                            "benchmark",
+                            "tool",
+                            "tool_group",
+                            "prompt"
+                        ],
+                        "const": "scoring_function",
+                        "default": "scoring_function",
+                        "description": "The resource type, always scoring_function"
+                    },
+                    "description": {
+                        "type": "string"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        }
+                    },
+                    "return_type": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/StringType"
+                            },
+                            {
+                                "$ref": "#/components/schemas/NumberType"
+                            },
+                            {
+                                "$ref": "#/components/schemas/BooleanType"
+                            },
+                            {
+                                "$ref": "#/components/schemas/ArrayType"
+                            },
+                            {
+                                "$ref": "#/components/schemas/ObjectType"
+                            },
+                            {
+                                "$ref": "#/components/schemas/JsonType"
+                            },
+                            {
+                                "$ref": "#/components/schemas/UnionType"
+                            },
+                            {
+                                "$ref": "#/components/schemas/ChatCompletionInputType"
+                            },
+                            {
+                                "$ref": "#/components/schemas/CompletionInputType"
+                            },
+                            {
+                                "$ref": "#/components/schemas/AgentTurnInputType"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "string": "#/components/schemas/StringType",
+                                "number": "#/components/schemas/NumberType",
+                                "boolean": "#/components/schemas/BooleanType",
+                                "array": "#/components/schemas/ArrayType",
+                                "object": "#/components/schemas/ObjectType",
+                                "json": "#/components/schemas/JsonType",
+                                "union": "#/components/schemas/UnionType",
+                                "chat_completion_input": "#/components/schemas/ChatCompletionInputType",
+                                "completion_input": "#/components/schemas/CompletionInputType",
+                                "agent_turn_input": "#/components/schemas/AgentTurnInputType"
+                            }
+                        }
+                    },
+                    "params": {
+                        "$ref": "#/components/schemas/ScoringFnParams"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "identifier",
+                    "provider_id",
+                    "type",
+                    "metadata",
+                    "return_type"
+                ],
+                "title": "ScoringFn",
+                "description": "A scoring function resource for evaluating model outputs."
+            },
+            "ScoringFnParams": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/LLMAsJudgeScoringFnParams"
+                    },
+                    {
+                        "$ref": "#/components/schemas/RegexParserScoringFnParams"
+                    },
+                    {
+                        "$ref": "#/components/schemas/BasicScoringFnParams"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "llm_as_judge": "#/components/schemas/LLMAsJudgeScoringFnParams",
+                        "regex_parser": "#/components/schemas/RegexParserScoringFnParams",
+                        "basic": "#/components/schemas/BasicScoringFnParams"
+                    }
+                }
+            },
+            "ScoringFnParamsType": {
+                "type": "string",
+                "enum": [
+                    "llm_as_judge",
+                    "regex_parser",
+                    "basic"
+                ],
+                "title": "ScoringFnParamsType",
+                "description": "Types of scoring function parameter configurations."
+            },
+            "StringType": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "string",
+                        "default": "string",
+                        "description": "Discriminator type. Always \"string\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "StringType",
+                "description": "Parameter type for string values."
+            },
+            "UnionType": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "union",
+                        "default": "union",
+                        "description": "Discriminator type. Always \"union\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "UnionType",
+                "description": "Parameter type for union values."
+            },
+            "ListScoringFunctionsResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ScoringFn"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListScoringFunctionsResponse"
+            },
+            "ParamType": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/StringType"
+                    },
+                    {
+                        "$ref": "#/components/schemas/NumberType"
+                    },
+                    {
+                        "$ref": "#/components/schemas/BooleanType"
+                    },
+                    {
+                        "$ref": "#/components/schemas/ArrayType"
+                    },
+                    {
+                        "$ref": "#/components/schemas/ObjectType"
+                    },
+                    {
+                        "$ref": "#/components/schemas/JsonType"
+                    },
+                    {
+                        "$ref": "#/components/schemas/UnionType"
+                    },
+                    {
+                        "$ref": "#/components/schemas/ChatCompletionInputType"
+                    },
+                    {
+                        "$ref": "#/components/schemas/CompletionInputType"
+                    },
+                    {
+                        "$ref": "#/components/schemas/AgentTurnInputType"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "string": "#/components/schemas/StringType",
+                        "number": "#/components/schemas/NumberType",
+                        "boolean": "#/components/schemas/BooleanType",
+                        "array": "#/components/schemas/ArrayType",
+                        "object": "#/components/schemas/ObjectType",
+                        "json": "#/components/schemas/JsonType",
+                        "union": "#/components/schemas/UnionType",
+                        "chat_completion_input": "#/components/schemas/ChatCompletionInputType",
+                        "completion_input": "#/components/schemas/CompletionInputType",
+                        "agent_turn_input": "#/components/schemas/AgentTurnInputType"
+                    }
+                }
+            },
+            "RegisterScoringFunctionRequest": {
+                "type": "object",
+                "properties": {
+                    "scoring_fn_id": {
+                        "type": "string",
+                        "description": "The ID of the scoring function to register."
+                    },
+                    "description": {
+                        "type": "string",
+                        "description": "The description of the scoring function."
+                    },
+                    "return_type": {
+                        "$ref": "#/components/schemas/ParamType",
+                        "description": "The return type of the scoring function."
+                    },
+                    "provider_scoring_fn_id": {
+                        "type": "string",
+                        "description": "The ID of the provider scoring function to use for the scoring function."
+                    },
+                    "provider_id": {
+                        "type": "string",
+                        "description": "The ID of the provider to use for the scoring function."
+                    },
+                    "params": {
+                        "$ref": "#/components/schemas/ScoringFnParams",
+                        "description": "The parameters for the scoring function for benchmark eval, these can be overridden for app eval."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "scoring_fn_id",
+                    "description",
+                    "return_type"
+                ],
+                "title": "RegisterScoringFunctionRequest"
+            },
+            "ScoreRequest": {
+                "type": "object",
+                "properties": {
+                    "input_rows": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "The rows to score."
+                    },
+                    "scoring_functions": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "$ref": "#/components/schemas/ScoringFnParams"
+                                },
+                                {
+                                    "type": "null"
+                                }
+                            ]
+                        },
+                        "description": "The scoring functions to use for the scoring."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "input_rows",
+                    "scoring_functions"
+                ],
+                "title": "ScoreRequest"
+            },
+            "ScoreResponse": {
+                "type": "object",
+                "properties": {
+                    "results": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "$ref": "#/components/schemas/ScoringResult"
+                        },
+                        "description": "A map of scoring function name to ScoringResult."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "results"
+                ],
+                "title": "ScoreResponse",
+                "description": "The response from scoring."
+            },
+            "ScoringResult": {
+                "type": "object",
+                "properties": {
+                    "score_rows": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "The scoring result for each row. Each row is a map of column name to value."
+                    },
+                    "aggregated_results": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Map of metric name to aggregated value"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "score_rows",
+                    "aggregated_results"
+                ],
+                "title": "ScoringResult",
+                "description": "A scoring result for a single row."
+            },
+            "ScoreBatchRequest": {
+                "type": "object",
+                "properties": {
+                    "dataset_id": {
+                        "type": "string",
+                        "description": "The ID of the dataset to score."
+                    },
+                    "scoring_functions": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "$ref": "#/components/schemas/ScoringFnParams"
+                                },
+                                {
+                                    "type": "null"
+                                }
+                            ]
+                        },
+                        "description": "The scoring functions to use for the scoring."
+                    },
+                    "save_results_dataset": {
+                        "type": "boolean",
+                        "description": "Whether to save the results to a dataset."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "dataset_id",
+                    "scoring_functions",
+                    "save_results_dataset"
+                ],
+                "title": "ScoreBatchRequest"
+            },
+            "ScoreBatchResponse": {
+                "type": "object",
+                "properties": {
+                    "dataset_id": {
+                        "type": "string",
+                        "description": "(Optional) The identifier of the dataset that was scored"
+                    },
+                    "results": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "$ref": "#/components/schemas/ScoringResult"
+                        },
+                        "description": "A map of scoring function name to ScoringResult"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "results"
+                ],
+                "title": "ScoreBatchResponse",
+                "description": "Response from batch scoring operations on datasets."
+            },
+            "Shield": {
+                "type": "object",
+                "properties": {
+                    "identifier": {
+                        "type": "string"
+                    },
+                    "provider_resource_id": {
+                        "type": "string"
+                    },
+                    "provider_id": {
+                        "type": "string"
+                    },
+                    "type": {
+                        "type": "string",
+                        "enum": [
+                            "model",
+                            "shield",
+                            "vector_store",
+                            "dataset",
+                            "scoring_function",
+                            "benchmark",
+                            "tool",
+                            "tool_group",
+                            "prompt"
+                        ],
+                        "const": "shield",
+                        "default": "shield",
+                        "description": "The resource type, always shield"
+                    },
+                    "params": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Configuration parameters for the shield"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "identifier",
+                    "provider_id",
+                    "type"
+                ],
+                "title": "Shield",
+                "description": "A safety shield resource that can be used to check content."
+            },
+            "ListShieldsResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Shield"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListShieldsResponse"
+            },
+            "RegisterShieldRequest": {
+                "type": "object",
+                "properties": {
+                    "shield_id": {
+                        "type": "string",
+                        "description": "The identifier of the shield to register."
+                    },
+                    "provider_shield_id": {
+                        "type": "string",
+                        "description": "The identifier of the shield in the provider."
+                    },
+                    "provider_id": {
+                        "type": "string",
+                        "description": "The identifier of the provider."
+                    },
+                    "params": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The parameters of the shield."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "shield_id"
+                ],
+                "title": "RegisterShieldRequest"
+            },
+            "CompletionMessage": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "assistant",
+                        "default": "assistant",
+                        "description": "Must be \"assistant\" to identify this as the model's response"
+                    },
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The content of the model's response"
+                    },
+                    "stop_reason": {
+                        "type": "string",
+                        "enum": [
+                            "end_of_turn",
+                            "end_of_message",
+                            "out_of_tokens"
+                        ],
+                        "description": "Reason why the model stopped generating. Options are: - `StopReason.end_of_turn`: The model finished generating the entire response. - `StopReason.end_of_message`: The model finished generating but generated a partial response -- usually, a tool call. The user may call the tool and continue the conversation with the tool's response. - `StopReason.out_of_tokens`: The model ran out of token budget."
+                    },
+                    "tool_calls": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ToolCall"
+                        },
+                        "description": "List of tool calls. Each tool call is a ToolCall object."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "content",
+                    "stop_reason"
+                ],
+                "title": "CompletionMessage",
+                "description": "A message containing the model's (assistant) response in a chat conversation."
+            },
+            "ImageContentItem": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "image",
+                        "default": "image",
+                        "description": "Discriminator type of the content item. Always \"image\""
+                    },
+                    "image": {
+                        "type": "object",
+                        "properties": {
+                            "url": {
+                                "$ref": "#/components/schemas/URL",
+                                "description": "A URL of the image or data URL in the format of data:image/{type};base64,{data}. Note that URL could have length limits."
+                            },
+                            "data": {
+                                "type": "string",
+                                "contentEncoding": "base64",
+                                "description": "base64 encoded image data as string"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "description": "Image as a base64 encoded string or an URL"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "image"
+                ],
+                "title": "ImageContentItem",
+                "description": "A image content item"
+            },
+            "InterleavedContent": {
+                "oneOf": [
+                    {
+                        "type": "string"
+                    },
+                    {
+                        "$ref": "#/components/schemas/InterleavedContentItem"
+                    },
+                    {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/InterleavedContentItem"
+                        }
+                    }
+                ]
+            },
+            "InterleavedContentItem": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/ImageContentItem"
+                    },
+                    {
+                        "$ref": "#/components/schemas/TextContentItem"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "image": "#/components/schemas/ImageContentItem",
+                        "text": "#/components/schemas/TextContentItem"
+                    }
+                }
+            },
+            "Message": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/UserMessage"
+                    },
+                    {
+                        "$ref": "#/components/schemas/SystemMessage"
+                    },
+                    {
+                        "$ref": "#/components/schemas/ToolResponseMessage"
+                    },
+                    {
+                        "$ref": "#/components/schemas/CompletionMessage"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "role",
+                    "mapping": {
+                        "user": "#/components/schemas/UserMessage",
+                        "system": "#/components/schemas/SystemMessage",
+                        "tool": "#/components/schemas/ToolResponseMessage",
+                        "assistant": "#/components/schemas/CompletionMessage"
+                    }
+                }
+            },
+            "SystemMessage": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "system",
+                        "default": "system",
+                        "description": "Must be \"system\" to identify this as a system message"
+                    },
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The content of the \"system prompt\". If multiple system messages are provided, they are concatenated. The underlying Llama Stack code may also add other system messages (for example, for formatting tool definitions)."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "content"
+                ],
+                "title": "SystemMessage",
+                "description": "A system message providing instructions or context to the model."
+            },
+            "TextContentItem": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "text",
+                        "default": "text",
+                        "description": "Discriminator type of the content item. Always \"text\""
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "Text content"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "text"
+                ],
+                "title": "TextContentItem",
+                "description": "A text content item"
+            },
+            "ToolCall": {
+                "type": "object",
+                "properties": {
+                    "call_id": {
+                        "type": "string"
+                    },
+                    "tool_name": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "enum": [
+                                    "brave_search",
+                                    "wolfram_alpha",
+                                    "photogen",
+                                    "code_interpreter"
+                                ],
+                                "title": "BuiltinTool"
+                            },
+                            {
+                                "type": "string"
+                            }
+                        ]
+                    },
+                    "arguments": {
+                        "type": "string"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "call_id",
+                    "tool_name",
+                    "arguments"
+                ],
+                "title": "ToolCall"
+            },
+            "ToolResponseMessage": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "tool",
+                        "default": "tool",
+                        "description": "Must be \"tool\" to identify this as a tool response"
+                    },
+                    "call_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the tool call this response is for"
+                    },
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The response content from the tool"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "call_id",
+                    "content"
+                ],
+                "title": "ToolResponseMessage",
+                "description": "A message representing the result of a tool invocation."
+            },
+            "URL": {
+                "type": "object",
+                "properties": {
+                    "uri": {
+                        "type": "string",
+                        "description": "The URL string pointing to the resource"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "uri"
+                ],
+                "title": "URL",
+                "description": "A URL reference to external content."
+            },
+            "UserMessage": {
+                "type": "object",
+                "properties": {
+                    "role": {
+                        "type": "string",
+                        "const": "user",
+                        "default": "user",
+                        "description": "Must be \"user\" to identify this as a user message"
+                    },
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The content of the message, which can include text and other media"
+                    },
+                    "context": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "(Optional) This field is used internally by Llama Stack to pass RAG context. This field may be removed in the API in the future."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "role",
+                    "content"
+                ],
+                "title": "UserMessage",
+                "description": "A message from the user in a chat conversation."
+            },
+            "SyntheticDataGenerateRequest": {
+                "type": "object",
+                "properties": {
+                    "dialogs": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Message"
+                        },
+                        "description": "List of conversation messages to use as input for synthetic data generation"
+                    },
+                    "filtering_function": {
+                        "type": "string",
+                        "enum": [
+                            "none",
+                            "random",
+                            "top_k",
+                            "top_p",
+                            "top_k_top_p",
+                            "sigmoid"
+                        ],
+                        "description": "Type of filtering to apply to generated synthetic data samples"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "(Optional) The identifier of the model to use. The model must be registered with Llama Stack and available via the /models endpoint"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "dialogs",
+                    "filtering_function"
+                ],
+                "title": "SyntheticDataGenerateRequest"
+            },
+            "SyntheticDataGenerationResponse": {
+                "type": "object",
+                "properties": {
+                    "synthetic_data": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "List of generated synthetic data samples that passed the filtering criteria"
+                    },
+                    "statistics": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Statistical information about the generation process and filtering results"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "synthetic_data"
+                ],
+                "title": "SyntheticDataGenerationResponse",
+                "description": "Response from the synthetic data generation. Batch of (prompt, response, score) tuples that pass the threshold."
+            },
+            "InvokeToolRequest": {
+                "type": "object",
+                "properties": {
+                    "tool_name": {
+                        "type": "string",
+                        "description": "The name of the tool to invoke."
+                    },
+                    "kwargs": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "A dictionary of arguments to pass to the tool."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "tool_name",
+                    "kwargs"
+                ],
+                "title": "InvokeToolRequest"
+            },
+            "ToolInvocationResult": {
+                "type": "object",
+                "properties": {
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "(Optional) The output content from the tool execution"
+                    },
+                    "error_message": {
+                        "type": "string",
+                        "description": "(Optional) Error message if the tool execution failed"
+                    },
+                    "error_code": {
+                        "type": "integer",
+                        "description": "(Optional) Numeric error code if the tool execution failed"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Additional metadata about the tool execution"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "ToolInvocationResult",
+                "description": "Result of a tool invocation."
+            },
+            "ToolDef": {
+                "type": "object",
+                "properties": {
+                    "toolgroup_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the tool group this tool belongs to"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "Name of the tool"
+                    },
+                    "description": {
+                        "type": "string",
+                        "description": "(Optional) Human-readable description of what the tool does"
+                    },
+                    "input_schema": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) JSON Schema for tool inputs (MCP inputSchema)"
+                    },
+                    "output_schema": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) JSON Schema for tool outputs (MCP outputSchema)"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Additional metadata about the tool"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "name"
+                ],
+                "title": "ToolDef",
+                "description": "Tool definition used in runtime contexts."
+            },
+            "ListToolDefsResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ToolDef"
+                        },
+                        "description": "List of tool definitions"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListToolDefsResponse",
+                "description": "Response containing a list of tool definitions."
+            },
+            "RAGDocument": {
+                "type": "object",
+                "properties": {
+                    "document_id": {
+                        "type": "string",
+                        "description": "The unique identifier for the document."
+                    },
+                    "content": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "$ref": "#/components/schemas/InterleavedContentItem"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "$ref": "#/components/schemas/InterleavedContentItem"
+                                }
+                            },
+                            {
+                                "$ref": "#/components/schemas/URL"
+                            }
+                        ],
+                        "description": "The content of the document."
+                    },
+                    "mime_type": {
+                        "type": "string",
+                        "description": "The MIME type of the document."
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Additional metadata for the document."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "document_id",
+                    "content",
+                    "metadata"
+                ],
+                "title": "RAGDocument",
+                "description": "A document to be used for document ingestion in the RAG Tool."
+            },
+            "InsertRequest": {
+                "type": "object",
+                "properties": {
+                    "documents": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/RAGDocument"
+                        },
+                        "description": "List of documents to index in the RAG system"
+                    },
+                    "vector_store_id": {
+                        "type": "string",
+                        "description": "ID of the vector database to store the document embeddings"
+                    },
+                    "chunk_size_in_tokens": {
+                        "type": "integer",
+                        "description": "(Optional) Size in tokens for document chunking during indexing"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "documents",
+                    "vector_store_id",
+                    "chunk_size_in_tokens"
+                ],
+                "title": "InsertRequest"
+            },
+            "DefaultRAGQueryGeneratorConfig": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "default",
+                        "default": "default",
+                        "description": "Type of query generator, always 'default'"
+                    },
+                    "separator": {
+                        "type": "string",
+                        "default": " ",
+                        "description": "String separator used to join query terms"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "separator"
+                ],
+                "title": "DefaultRAGQueryGeneratorConfig",
+                "description": "Configuration for the default RAG query generator."
+            },
+            "LLMRAGQueryGeneratorConfig": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "llm",
+                        "default": "llm",
+                        "description": "Type of query generator, always 'llm'"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "Name of the language model to use for query generation"
+                    },
+                    "template": {
+                        "type": "string",
+                        "description": "Template string for formatting the query generation prompt"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "model",
+                    "template"
+                ],
+                "title": "LLMRAGQueryGeneratorConfig",
+                "description": "Configuration for the LLM-based RAG query generator."
+            },
+            "RAGQueryConfig": {
+                "type": "object",
+                "properties": {
+                    "query_generator_config": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/DefaultRAGQueryGeneratorConfig"
+                            },
+                            {
+                                "$ref": "#/components/schemas/LLMRAGQueryGeneratorConfig"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "default": "#/components/schemas/DefaultRAGQueryGeneratorConfig",
+                                "llm": "#/components/schemas/LLMRAGQueryGeneratorConfig"
+                            }
+                        },
+                        "description": "Configuration for the query generator."
+                    },
+                    "max_tokens_in_context": {
+                        "type": "integer",
+                        "default": 4096,
+                        "description": "Maximum number of tokens in the context."
+                    },
+                    "max_chunks": {
+                        "type": "integer",
+                        "default": 5,
+                        "description": "Maximum number of chunks to retrieve."
+                    },
+                    "chunk_template": {
+                        "type": "string",
+                        "default": "Result {index}\nContent: {chunk.content}\nMetadata: {metadata}\n",
+                        "description": "Template for formatting each retrieved chunk in the context. Available placeholders: {index} (1-based chunk ordinal), {chunk.content} (chunk content string), {metadata} (chunk metadata dict). Default: \"Result {index}\\nContent: {chunk.content}\\nMetadata: {metadata}\\n\""
+                    },
+                    "mode": {
+                        "$ref": "#/components/schemas/RAGSearchMode",
+                        "default": "vector",
+                        "description": "Search mode for retrieval—either \"vector\", \"keyword\", or \"hybrid\". Default \"vector\"."
+                    },
+                    "ranker": {
+                        "$ref": "#/components/schemas/Ranker",
+                        "description": "Configuration for the ranker to use in hybrid search. Defaults to RRF ranker."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "query_generator_config",
+                    "max_tokens_in_context",
+                    "max_chunks",
+                    "chunk_template"
+                ],
+                "title": "RAGQueryConfig",
+                "description": "Configuration for the RAG query generation."
+            },
+            "RAGSearchMode": {
+                "type": "string",
+                "enum": [
+                    "vector",
+                    "keyword",
+                    "hybrid"
+                ],
+                "title": "RAGSearchMode",
+                "description": "Search modes for RAG query retrieval: - VECTOR: Uses vector similarity search for semantic matching - KEYWORD: Uses keyword-based search for exact matching - HYBRID: Combines both vector and keyword search for better results"
+            },
+            "RRFRanker": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "rrf",
+                        "default": "rrf",
+                        "description": "The type of ranker, always \"rrf\""
+                    },
+                    "impact_factor": {
+                        "type": "number",
+                        "default": 60.0,
+                        "description": "The impact factor for RRF scoring. Higher values give more weight to higher-ranked results. Must be greater than 0"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "impact_factor"
+                ],
+                "title": "RRFRanker",
+                "description": "Reciprocal Rank Fusion (RRF) ranker configuration."
+            },
+            "Ranker": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/RRFRanker"
+                    },
+                    {
+                        "$ref": "#/components/schemas/WeightedRanker"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "rrf": "#/components/schemas/RRFRanker",
+                        "weighted": "#/components/schemas/WeightedRanker"
+                    }
+                }
+            },
+            "WeightedRanker": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "weighted",
+                        "default": "weighted",
+                        "description": "The type of ranker, always \"weighted\""
+                    },
+                    "alpha": {
+                        "type": "number",
+                        "default": 0.5,
+                        "description": "Weight factor between 0 and 1. 0 means only use keyword scores, 1 means only use vector scores, values in between blend both scores."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "alpha"
+                ],
+                "title": "WeightedRanker",
+                "description": "Weighted ranker configuration that combines vector and keyword scores."
+            },
+            "QueryRequest": {
+                "type": "object",
+                "properties": {
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The query content to search for in the indexed documents"
+                    },
+                    "vector_store_ids": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of vector database IDs to search within"
+                    },
+                    "query_config": {
+                        "$ref": "#/components/schemas/RAGQueryConfig",
+                        "description": "(Optional) Configuration parameters for the query operation"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content",
+                    "vector_store_ids"
+                ],
+                "title": "QueryRequest"
+            },
+            "RAGQueryResult": {
+                "type": "object",
+                "properties": {
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "(Optional) The retrieved content from the query"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Additional metadata about the query result"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "metadata"
+                ],
+                "title": "RAGQueryResult",
+                "description": "Result of a RAG query containing retrieved content and metadata."
+            },
+            "ToolGroup": {
+                "type": "object",
+                "properties": {
+                    "identifier": {
+                        "type": "string"
+                    },
+                    "provider_resource_id": {
+                        "type": "string"
+                    },
+                    "provider_id": {
+                        "type": "string"
+                    },
+                    "type": {
+                        "type": "string",
+                        "enum": [
+                            "model",
+                            "shield",
+                            "vector_store",
+                            "dataset",
+                            "scoring_function",
+                            "benchmark",
+                            "tool",
+                            "tool_group",
+                            "prompt"
+                        ],
+                        "const": "tool_group",
+                        "default": "tool_group",
+                        "description": "Type of resource, always 'tool_group'"
+                    },
+                    "mcp_endpoint": {
+                        "$ref": "#/components/schemas/URL",
+                        "description": "(Optional) Model Context Protocol endpoint for remote tools"
+                    },
+                    "args": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Additional arguments for the tool group"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "identifier",
+                    "provider_id",
+                    "type"
+                ],
+                "title": "ToolGroup",
+                "description": "A group of related tools managed together."
+            },
+            "ListToolGroupsResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ToolGroup"
+                        },
+                        "description": "List of tool groups"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListToolGroupsResponse",
+                "description": "Response containing a list of tool groups."
+            },
+            "RegisterToolGroupRequest": {
+                "type": "object",
+                "properties": {
+                    "toolgroup_id": {
+                        "type": "string",
+                        "description": "The ID of the tool group to register."
+                    },
+                    "provider_id": {
+                        "type": "string",
+                        "description": "The ID of the provider to use for the tool group."
+                    },
+                    "mcp_endpoint": {
+                        "$ref": "#/components/schemas/URL",
+                        "description": "The MCP endpoint to use for the tool group."
+                    },
+                    "args": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "A dictionary of arguments to pass to the tool group."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "toolgroup_id",
+                    "provider_id"
+                ],
+                "title": "RegisterToolGroupRequest"
+            },
+            "Chunk": {
+                "type": "object",
+                "properties": {
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The content of the chunk, which can be interleaved text, images, or other types."
+                    },
+                    "chunk_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the chunk. Must be provided explicitly."
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Metadata associated with the chunk that will be used in the model context during inference."
+                    },
+                    "embedding": {
+                        "type": "array",
+                        "items": {
+                            "type": "number"
+                        },
+                        "description": "Optional embedding for the chunk. If not provided, it will be computed later."
+                    },
+                    "chunk_metadata": {
+                        "$ref": "#/components/schemas/ChunkMetadata",
+                        "description": "Metadata for the chunk that will NOT be used in the context during inference. The `chunk_metadata` is required backend functionality."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "content",
+                    "chunk_id",
+                    "metadata"
+                ],
+                "title": "Chunk",
+                "description": "A chunk of content that can be inserted into a vector database."
+            },
+            "ChunkMetadata": {
+                "type": "object",
+                "properties": {
+                    "chunk_id": {
+                        "type": "string",
+                        "description": "The ID of the chunk. If not set, it will be generated based on the document ID and content."
+                    },
+                    "document_id": {
+                        "type": "string",
+                        "description": "The ID of the document this chunk belongs to."
+                    },
+                    "source": {
+                        "type": "string",
+                        "description": "The source of the content, such as a URL, file path, or other identifier."
+                    },
+                    "created_timestamp": {
+                        "type": "integer",
+                        "description": "An optional timestamp indicating when the chunk was created."
+                    },
+                    "updated_timestamp": {
+                        "type": "integer",
+                        "description": "An optional timestamp indicating when the chunk was last updated."
+                    },
+                    "chunk_window": {
+                        "type": "string",
+                        "description": "The window of the chunk, which can be used to group related chunks together."
+                    },
+                    "chunk_tokenizer": {
+                        "type": "string",
+                        "description": "The tokenizer used to create the chunk. Default is Tiktoken."
+                    },
+                    "chunk_embedding_model": {
+                        "type": "string",
+                        "description": "The embedding model used to create the chunk's embedding."
+                    },
+                    "chunk_embedding_dimension": {
+                        "type": "integer",
+                        "description": "The dimension of the embedding vector for the chunk."
+                    },
+                    "content_token_count": {
+                        "type": "integer",
+                        "description": "The number of tokens in the content of the chunk."
+                    },
+                    "metadata_token_count": {
+                        "type": "integer",
+                        "description": "The number of tokens in the metadata of the chunk."
+                    }
+                },
+                "additionalProperties": false,
+                "title": "ChunkMetadata",
+                "description": "`ChunkMetadata` is backend metadata for a `Chunk` that is used to store additional information about the chunk that     will not be used in the context during inference, but is required for backend functionality. The `ChunkMetadata`     is set during chunk creation in `MemoryToolRuntimeImpl().insert()`and is not expected to change after.     Use `Chunk.metadata` for metadata that will be used in the context during inference."
+            },
+            "InsertChunksRequest": {
+                "type": "object",
+                "properties": {
+                    "vector_store_id": {
+                        "type": "string",
+                        "description": "The identifier of the vector database to insert the chunks into."
+                    },
+                    "chunks": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Chunk"
+                        },
+                        "description": "The chunks to insert. Each `Chunk` should contain content which can be interleaved text, images, or other types. `metadata`: `dict[str, Any]` and `embedding`: `List[float]` are optional. If `metadata` is provided, you configure how Llama Stack formats the chunk during generation. If `embedding` is not provided, it will be computed later."
+                    },
+                    "ttl_seconds": {
+                        "type": "integer",
+                        "description": "The time to live of the chunks."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "vector_store_id",
+                    "chunks"
+                ],
+                "title": "InsertChunksRequest"
+            },
+            "QueryChunksRequest": {
+                "type": "object",
+                "properties": {
+                    "vector_store_id": {
+                        "type": "string",
+                        "description": "The identifier of the vector database to query."
+                    },
+                    "query": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The query to search for."
+                    },
+                    "params": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The parameters of the query."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "vector_store_id",
+                    "query"
+                ],
+                "title": "QueryChunksRequest"
+            },
+            "QueryChunksResponse": {
+                "type": "object",
+                "properties": {
+                    "chunks": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Chunk"
+                        },
+                        "description": "List of content chunks returned from the query"
+                    },
+                    "scores": {
+                        "type": "array",
+                        "items": {
+                            "type": "number"
+                        },
+                        "description": "Relevance scores corresponding to each returned chunk"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "chunks",
+                    "scores"
+                ],
+                "title": "QueryChunksResponse",
+                "description": "Response from querying chunks in a vector database."
+            },
+            "VectorStoreFileCounts": {
+                "type": "object",
+                "properties": {
+                    "completed": {
+                        "type": "integer",
+                        "description": "Number of files that have been successfully processed"
+                    },
+                    "cancelled": {
+                        "type": "integer",
+                        "description": "Number of files that had their processing cancelled"
+                    },
+                    "failed": {
+                        "type": "integer",
+                        "description": "Number of files that failed to process"
+                    },
+                    "in_progress": {
+                        "type": "integer",
+                        "description": "Number of files currently being processed"
+                    },
+                    "total": {
+                        "type": "integer",
+                        "description": "Total number of files in the vector store"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "completed",
+                    "cancelled",
+                    "failed",
+                    "in_progress",
+                    "total"
+                ],
+                "title": "VectorStoreFileCounts",
+                "description": "File processing status counts for a vector store."
+            },
+            "VectorStoreListResponse": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "default": "list",
+                        "description": "Object type identifier, always \"list\""
+                    },
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/VectorStoreObject"
+                        },
+                        "description": "List of vector store objects"
+                    },
+                    "first_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the first vector store in the list for pagination"
+                    },
+                    "last_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the last vector store in the list for pagination"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Whether there are more vector stores available beyond this page"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "data",
+                    "has_more"
+                ],
+                "title": "VectorStoreListResponse",
+                "description": "Response from listing vector stores."
+            },
+            "VectorStoreObject": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for the vector store"
+                    },
+                    "object": {
+                        "type": "string",
+                        "default": "vector_store",
+                        "description": "Object type identifier, always \"vector_store\""
+                    },
+                    "created_at": {
+                        "type": "integer",
+                        "description": "Timestamp when the vector store was created"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) Name of the vector store"
+                    },
+                    "usage_bytes": {
+                        "type": "integer",
+                        "default": 0,
+                        "description": "Storage space used by the vector store in bytes"
+                    },
+                    "file_counts": {
+                        "$ref": "#/components/schemas/VectorStoreFileCounts",
+                        "description": "File processing status counts for the vector store"
+                    },
+                    "status": {
+                        "type": "string",
+                        "default": "completed",
+                        "description": "Current status of the vector store"
+                    },
+                    "expires_after": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Expiration policy for the vector store"
+                    },
+                    "expires_at": {
+                        "type": "integer",
+                        "description": "(Optional) Timestamp when the vector store will expire"
+                    },
+                    "last_active_at": {
+                        "type": "integer",
+                        "description": "(Optional) Timestamp of last activity on the vector store"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Set of key-value pairs that can be attached to the vector store"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "created_at",
+                    "usage_bytes",
+                    "file_counts",
+                    "status",
+                    "metadata"
+                ],
+                "title": "VectorStoreObject",
+                "description": "OpenAI Vector Store object."
+            },
+            "OpenAICreateVectorStoreRequestWithExtraBody": {
+                "type": "object",
+                "properties": {
+                    "name": {
+                        "type": "string",
+                        "description": "(Optional) A name for the vector store"
+                    },
+                    "file_ids": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of file IDs to include in the vector store"
+                    },
+                    "expires_after": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Expiration policy for the vector store"
+                    },
+                    "chunking_strategy": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Strategy for splitting files into chunks"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Set of key-value pairs that can be attached to the vector store"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenAICreateVectorStoreRequestWithExtraBody",
+                "description": "Request to create a vector store with extra_body support."
+            },
+            "OpenaiUpdateVectorStoreRequest": {
+                "type": "object",
+                "properties": {
+                    "name": {
+                        "type": "string",
+                        "description": "The name of the vector store."
+                    },
+                    "expires_after": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The expiration policy for a vector store."
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Set of 16 key-value pairs that can be attached to an object."
+                    }
+                },
+                "additionalProperties": false,
+                "title": "OpenaiUpdateVectorStoreRequest"
+            },
+            "VectorStoreDeleteResponse": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier of the deleted vector store"
+                    },
+                    "object": {
+                        "type": "string",
+                        "default": "vector_store.deleted",
+                        "description": "Object type identifier for the deletion response"
+                    },
+                    "deleted": {
+                        "type": "boolean",
+                        "default": true,
+                        "description": "Whether the deletion operation was successful"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "deleted"
+                ],
+                "title": "VectorStoreDeleteResponse",
+                "description": "Response from deleting a vector store."
+            },
+            "VectorStoreChunkingStrategy": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/VectorStoreChunkingStrategyAuto"
+                    },
+                    {
+                        "$ref": "#/components/schemas/VectorStoreChunkingStrategyStatic"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "auto": "#/components/schemas/VectorStoreChunkingStrategyAuto",
+                        "static": "#/components/schemas/VectorStoreChunkingStrategyStatic"
+                    }
+                }
+            },
+            "VectorStoreChunkingStrategyAuto": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "auto",
+                        "default": "auto",
+                        "description": "Strategy type, always \"auto\" for automatic chunking"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "VectorStoreChunkingStrategyAuto",
+                "description": "Automatic chunking strategy for vector store files."
+            },
+            "VectorStoreChunkingStrategyStatic": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "static",
+                        "default": "static",
+                        "description": "Strategy type, always \"static\" for static chunking"
+                    },
+                    "static": {
+                        "$ref": "#/components/schemas/VectorStoreChunkingStrategyStaticConfig",
+                        "description": "Configuration parameters for the static chunking strategy"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "static"
+                ],
+                "title": "VectorStoreChunkingStrategyStatic",
+                "description": "Static chunking strategy with configurable parameters."
+            },
+            "VectorStoreChunkingStrategyStaticConfig": {
+                "type": "object",
+                "properties": {
+                    "chunk_overlap_tokens": {
+                        "type": "integer",
+                        "default": 400,
+                        "description": "Number of tokens to overlap between adjacent chunks"
+                    },
+                    "max_chunk_size_tokens": {
+                        "type": "integer",
+                        "default": 800,
+                        "description": "Maximum number of tokens per chunk, must be between 100 and 4096"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "chunk_overlap_tokens",
+                    "max_chunk_size_tokens"
+                ],
+                "title": "VectorStoreChunkingStrategyStaticConfig",
+                "description": "Configuration for static chunking strategy."
+            },
+            "OpenAICreateVectorStoreFileBatchRequestWithExtraBody": {
+                "type": "object",
+                "properties": {
+                    "file_ids": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "A list of File IDs that the vector store should use"
+                    },
+                    "attributes": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Key-value attributes to store with the files"
+                    },
+                    "chunking_strategy": {
+                        "$ref": "#/components/schemas/VectorStoreChunkingStrategy",
+                        "description": "(Optional) The chunking strategy used to chunk the file(s). Defaults to auto"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "file_ids"
+                ],
+                "title": "OpenAICreateVectorStoreFileBatchRequestWithExtraBody",
+                "description": "Request to create a vector store file batch with extra_body support."
+            },
+            "VectorStoreFileBatchObject": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for the file batch"
+                    },
+                    "object": {
+                        "type": "string",
+                        "default": "vector_store.file_batch",
+                        "description": "Object type identifier, always \"vector_store.file_batch\""
+                    },
+                    "created_at": {
+                        "type": "integer",
+                        "description": "Timestamp when the file batch was created"
+                    },
+                    "vector_store_id": {
+                        "type": "string",
+                        "description": "ID of the vector store containing the file batch"
+                    },
+                    "status": {
+                        "$ref": "#/components/schemas/VectorStoreFileStatus",
+                        "description": "Current processing status of the file batch"
+                    },
+                    "file_counts": {
+                        "$ref": "#/components/schemas/VectorStoreFileCounts",
+                        "description": "File processing status counts for the batch"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "created_at",
+                    "vector_store_id",
+                    "status",
+                    "file_counts"
+                ],
+                "title": "VectorStoreFileBatchObject",
+                "description": "OpenAI Vector Store File Batch object."
+            },
+            "VectorStoreFileStatus": {
+                "oneOf": [
+                    {
+                        "type": "string",
+                        "const": "completed"
+                    },
+                    {
+                        "type": "string",
+                        "const": "in_progress"
+                    },
+                    {
+                        "type": "string",
+                        "const": "cancelled"
+                    },
+                    {
+                        "type": "string",
+                        "const": "failed"
+                    }
+                ]
+            },
+            "VectorStoreFileLastError": {
+                "type": "object",
+                "properties": {
+                    "code": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "const": "server_error"
+                            },
+                            {
+                                "type": "string",
+                                "const": "rate_limit_exceeded"
+                            }
+                        ],
+                        "description": "Error code indicating the type of failure"
+                    },
+                    "message": {
+                        "type": "string",
+                        "description": "Human-readable error message describing the failure"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "code",
+                    "message"
+                ],
+                "title": "VectorStoreFileLastError",
+                "description": "Error information for failed vector store file processing."
+            },
+            "VectorStoreFileObject": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier for the file"
+                    },
+                    "object": {
+                        "type": "string",
+                        "default": "vector_store.file",
+                        "description": "Object type identifier, always \"vector_store.file\""
+                    },
+                    "attributes": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Key-value attributes associated with the file"
+                    },
+                    "chunking_strategy": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/VectorStoreChunkingStrategyAuto"
+                            },
+                            {
+                                "$ref": "#/components/schemas/VectorStoreChunkingStrategyStatic"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "auto": "#/components/schemas/VectorStoreChunkingStrategyAuto",
+                                "static": "#/components/schemas/VectorStoreChunkingStrategyStatic"
+                            }
+                        },
+                        "description": "Strategy used for splitting the file into chunks"
+                    },
+                    "created_at": {
+                        "type": "integer",
+                        "description": "Timestamp when the file was added to the vector store"
+                    },
+                    "last_error": {
+                        "$ref": "#/components/schemas/VectorStoreFileLastError",
+                        "description": "(Optional) Error information if file processing failed"
+                    },
+                    "status": {
+                        "$ref": "#/components/schemas/VectorStoreFileStatus",
+                        "description": "Current processing status of the file"
+                    },
+                    "usage_bytes": {
+                        "type": "integer",
+                        "default": 0,
+                        "description": "Storage space used by this file in bytes"
+                    },
+                    "vector_store_id": {
+                        "type": "string",
+                        "description": "ID of the vector store containing this file"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "attributes",
+                    "chunking_strategy",
+                    "created_at",
+                    "status",
+                    "usage_bytes",
+                    "vector_store_id"
+                ],
+                "title": "VectorStoreFileObject",
+                "description": "OpenAI Vector Store File object."
+            },
+            "VectorStoreFilesListInBatchResponse": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "default": "list",
+                        "description": "Object type identifier, always \"list\""
+                    },
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/VectorStoreFileObject"
+                        },
+                        "description": "List of vector store file objects in the batch"
+                    },
+                    "first_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the first file in the list for pagination"
+                    },
+                    "last_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the last file in the list for pagination"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Whether there are more files available beyond this page"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "data",
+                    "has_more"
+                ],
+                "title": "VectorStoreFilesListInBatchResponse",
+                "description": "Response from listing files in a vector store file batch."
+            },
+            "VectorStoreListFilesResponse": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "default": "list",
+                        "description": "Object type identifier, always \"list\""
+                    },
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/VectorStoreFileObject"
+                        },
+                        "description": "List of vector store file objects"
+                    },
+                    "first_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the first file in the list for pagination"
+                    },
+                    "last_id": {
+                        "type": "string",
+                        "description": "(Optional) ID of the last file in the list for pagination"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Whether there are more files available beyond this page"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "data",
+                    "has_more"
+                ],
+                "title": "VectorStoreListFilesResponse",
+                "description": "Response from listing files in a vector store."
+            },
+            "OpenaiAttachFileToVectorStoreRequest": {
+                "type": "object",
+                "properties": {
+                    "file_id": {
+                        "type": "string",
+                        "description": "The ID of the file to attach to the vector store."
+                    },
+                    "attributes": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The key-value attributes stored with the file, which can be used for filtering."
+                    },
+                    "chunking_strategy": {
+                        "$ref": "#/components/schemas/VectorStoreChunkingStrategy",
+                        "description": "The chunking strategy to use for the file."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "file_id"
+                ],
+                "title": "OpenaiAttachFileToVectorStoreRequest"
+            },
+            "OpenaiUpdateVectorStoreFileRequest": {
+                "type": "object",
+                "properties": {
+                    "attributes": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The updated key-value attributes to store with the file."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "attributes"
+                ],
+                "title": "OpenaiUpdateVectorStoreFileRequest"
+            },
+            "VectorStoreFileDeleteResponse": {
+                "type": "object",
+                "properties": {
+                    "id": {
+                        "type": "string",
+                        "description": "Unique identifier of the deleted file"
+                    },
+                    "object": {
+                        "type": "string",
+                        "default": "vector_store.file.deleted",
+                        "description": "Object type identifier for the deletion response"
+                    },
+                    "deleted": {
+                        "type": "boolean",
+                        "default": true,
+                        "description": "Whether the deletion operation was successful"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "id",
+                    "object",
+                    "deleted"
+                ],
+                "title": "VectorStoreFileDeleteResponse",
+                "description": "Response from deleting a vector store file."
+            },
+            "VectorStoreContent": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "text",
+                        "description": "Content type, currently only \"text\" is supported"
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "The actual text content"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "text"
+                ],
+                "title": "VectorStoreContent",
+                "description": "Content item from a vector store file or search result."
+            },
+            "VectorStoreFileContentsResponse": {
+                "type": "object",
+                "properties": {
+                    "file_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the file"
+                    },
+                    "filename": {
+                        "type": "string",
+                        "description": "Name of the file"
+                    },
+                    "attributes": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Key-value attributes associated with the file"
+                    },
+                    "content": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/VectorStoreContent"
+                        },
+                        "description": "List of content items from the file"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "file_id",
+                    "filename",
+                    "attributes",
+                    "content"
+                ],
+                "title": "VectorStoreFileContentsResponse",
+                "description": "Response from retrieving the contents of a vector store file."
+            },
+            "OpenaiSearchVectorStoreRequest": {
+                "type": "object",
+                "properties": {
+                    "query": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "type": "array",
+                                "items": {
+                                    "type": "string"
+                                }
+                            }
+                        ],
+                        "description": "The query string or array for performing the search."
+                    },
+                    "filters": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Filters based on file attributes to narrow the search results."
+                    },
+                    "max_num_results": {
+                        "type": "integer",
+                        "description": "Maximum number of results to return (1 to 50 inclusive, default 10)."
+                    },
+                    "ranking_options": {
+                        "type": "object",
+                        "properties": {
+                            "ranker": {
+                                "type": "string",
+                                "description": "(Optional) Name of the ranking algorithm to use"
+                            },
+                            "score_threshold": {
+                                "type": "number",
+                                "default": 0.0,
+                                "description": "(Optional) Minimum relevance score threshold for results"
+                            }
+                        },
+                        "additionalProperties": false,
+                        "description": "Ranking options for fine-tuning the search results."
+                    },
+                    "rewrite_query": {
+                        "type": "boolean",
+                        "description": "Whether to rewrite the natural language query for vector search (default false)"
+                    },
+                    "search_mode": {
+                        "type": "string",
+                        "description": "The search mode to use - \"keyword\", \"vector\", or \"hybrid\" (default \"vector\")"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "query"
+                ],
+                "title": "OpenaiSearchVectorStoreRequest"
+            },
+            "VectorStoreSearchResponse": {
+                "type": "object",
+                "properties": {
+                    "file_id": {
+                        "type": "string",
+                        "description": "Unique identifier of the file containing the result"
+                    },
+                    "filename": {
+                        "type": "string",
+                        "description": "Name of the file containing the result"
+                    },
+                    "score": {
+                        "type": "number",
+                        "description": "Relevance score for this search result"
+                    },
+                    "attributes": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "boolean"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Key-value attributes associated with the file"
+                    },
+                    "content": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/VectorStoreContent"
+                        },
+                        "description": "List of content items matching the search query"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "file_id",
+                    "filename",
+                    "score",
+                    "content"
+                ],
+                "title": "VectorStoreSearchResponse",
+                "description": "Response from searching a vector store."
+            },
+            "VectorStoreSearchResponsePage": {
+                "type": "object",
+                "properties": {
+                    "object": {
+                        "type": "string",
+                        "default": "vector_store.search_results.page",
+                        "description": "Object type identifier for the search results page"
+                    },
+                    "search_query": {
+                        "type": "string",
+                        "description": "The original search query that was executed"
+                    },
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/VectorStoreSearchResponse"
+                        },
+                        "description": "List of search result objects"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Whether there are more results available beyond this page"
+                    },
+                    "next_page": {
+                        "type": "string",
+                        "description": "(Optional) Token for retrieving the next page of results"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "object",
+                    "search_query",
+                    "data",
+                    "has_more"
+                ],
+                "title": "VectorStoreSearchResponsePage",
+                "description": "Paginated response from searching a vector store."
+            },
+            "VersionInfo": {
+                "type": "object",
+                "properties": {
+                    "version": {
+                        "type": "string",
+                        "description": "Version number of the service"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "version"
+                ],
+                "title": "VersionInfo",
+                "description": "Version information for the service."
+            },
+            "AppendRowsRequest": {
+                "type": "object",
+                "properties": {
+                    "rows": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "The rows to append to the dataset."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "rows"
+                ],
+                "title": "AppendRowsRequest"
+            },
+            "PaginatedResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "The list of items for the current page"
+                    },
+                    "has_more": {
+                        "type": "boolean",
+                        "description": "Whether there are more items available after this set"
+                    },
+                    "url": {
+                        "type": "string",
+                        "description": "The URL for accessing this list"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data",
+                    "has_more"
+                ],
+                "title": "PaginatedResponse",
+                "description": "A generic paginated response that follows a simple format."
+            },
+            "Dataset": {
+                "type": "object",
+                "properties": {
+                    "identifier": {
+                        "type": "string"
+                    },
+                    "provider_resource_id": {
+                        "type": "string"
+                    },
+                    "provider_id": {
+                        "type": "string"
+                    },
+                    "type": {
+                        "type": "string",
+                        "enum": [
+                            "model",
+                            "shield",
+                            "vector_store",
+                            "dataset",
+                            "scoring_function",
+                            "benchmark",
+                            "tool",
+                            "tool_group",
+                            "prompt"
+                        ],
+                        "const": "dataset",
+                        "default": "dataset",
+                        "description": "Type of resource, always 'dataset' for datasets"
+                    },
+                    "purpose": {
+                        "type": "string",
+                        "enum": [
+                            "post-training/messages",
+                            "eval/question-answer",
+                            "eval/messages-answer"
+                        ],
+                        "description": "Purpose of the dataset indicating its intended use"
+                    },
+                    "source": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/URIDataSource"
+                            },
+                            {
+                                "$ref": "#/components/schemas/RowsDataSource"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "uri": "#/components/schemas/URIDataSource",
+                                "rows": "#/components/schemas/RowsDataSource"
+                            }
+                        },
+                        "description": "Data source configuration for the dataset"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Additional metadata for the dataset"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "identifier",
+                    "provider_id",
+                    "type",
+                    "purpose",
+                    "source",
+                    "metadata"
+                ],
+                "title": "Dataset",
+                "description": "Dataset resource for storing and accessing training or evaluation data."
+            },
+            "RowsDataSource": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "rows",
+                        "default": "rows"
+                    },
+                    "rows": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "The dataset is stored in rows. E.g. - [ {\"messages\": [{\"role\": \"user\", \"content\": \"Hello, world!\"}, {\"role\": \"assistant\", \"content\": \"Hello, world!\"}]} ]"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "rows"
+                ],
+                "title": "RowsDataSource",
+                "description": "A dataset stored in rows."
+            },
+            "URIDataSource": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "uri",
+                        "default": "uri"
+                    },
+                    "uri": {
+                        "type": "string",
+                        "description": "The dataset can be obtained from a URI. E.g. - \"https://mywebsite.com/mydata.jsonl\" - \"lsfs://mydata.jsonl\" - \"data:csv;base64,{base64_content}\""
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "uri"
+                ],
+                "title": "URIDataSource",
+                "description": "A dataset that can be obtained from a URI."
+            },
+            "ListDatasetsResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Dataset"
+                        },
+                        "description": "List of datasets"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListDatasetsResponse",
+                "description": "Response from listing datasets."
+            },
+            "DataSource": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/URIDataSource"
+                    },
+                    {
+                        "$ref": "#/components/schemas/RowsDataSource"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "uri": "#/components/schemas/URIDataSource",
+                        "rows": "#/components/schemas/RowsDataSource"
+                    }
+                }
+            },
+            "RegisterDatasetRequest": {
+                "type": "object",
+                "properties": {
+                    "purpose": {
+                        "type": "string",
+                        "enum": [
+                            "post-training/messages",
+                            "eval/question-answer",
+                            "eval/messages-answer"
+                        ],
+                        "description": "The purpose of the dataset. One of: - \"post-training/messages\": The dataset contains a messages column with list of messages for post-training. { \"messages\": [ {\"role\": \"user\", \"content\": \"Hello, world!\"}, {\"role\": \"assistant\", \"content\": \"Hello, world!\"}, ] } - \"eval/question-answer\": The dataset contains a question column and an answer column for evaluation. { \"question\": \"What is the capital of France?\", \"answer\": \"Paris\" } - \"eval/messages-answer\": The dataset contains a messages column with list of messages and an answer column for evaluation. { \"messages\": [ {\"role\": \"user\", \"content\": \"Hello, my name is John Doe.\"}, {\"role\": \"assistant\", \"content\": \"Hello, John Doe. How can I help you today?\"}, {\"role\": \"user\", \"content\": \"What's my name?\"}, ], \"answer\": \"John Doe\" }"
+                    },
+                    "source": {
+                        "$ref": "#/components/schemas/DataSource",
+                        "description": "The data source of the dataset. Ensure that the data source schema is compatible with the purpose of the dataset. Examples: - { \"type\": \"uri\", \"uri\": \"https://mywebsite.com/mydata.jsonl\" } - { \"type\": \"uri\", \"uri\": \"lsfs://mydata.jsonl\" } - { \"type\": \"uri\", \"uri\": \"data:csv;base64,{base64_content}\" } - { \"type\": \"uri\", \"uri\": \"huggingface://llamastack/simpleqa?split=train\" } - { \"type\": \"rows\", \"rows\": [ { \"messages\": [ {\"role\": \"user\", \"content\": \"Hello, world!\"}, {\"role\": \"assistant\", \"content\": \"Hello, world!\"}, ] } ] }"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The metadata for the dataset. - E.g. {\"description\": \"My dataset\"}."
+                    },
+                    "dataset_id": {
+                        "type": "string",
+                        "description": "The ID of the dataset. If not provided, an ID will be generated."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "purpose",
+                    "source"
+                ],
+                "title": "RegisterDatasetRequest"
+            },
+            "AgentConfig": {
+                "type": "object",
+                "properties": {
+                    "sampling_params": {
+                        "$ref": "#/components/schemas/SamplingParams"
+                    },
+                    "input_shields": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        }
+                    },
+                    "output_shields": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        }
+                    },
+                    "toolgroups": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/AgentTool"
+                        }
+                    },
+                    "client_tools": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ToolDef"
+                        }
+                    },
+                    "tool_choice": {
+                        "type": "string",
+                        "enum": [
+                            "auto",
+                            "required",
+                            "none"
+                        ],
+                        "title": "ToolChoice",
+                        "description": "Whether tool use is required or automatic. This is a hint to the model which may not be followed. It depends on the Instruction Following capabilities of the model.",
+                        "deprecated": true
+                    },
+                    "tool_prompt_format": {
+                        "type": "string",
+                        "enum": [
+                            "json",
+                            "function_tag",
+                            "python_list"
+                        ],
+                        "title": "ToolPromptFormat",
+                        "description": "Prompt format for calling custom / zero shot tools.",
+                        "deprecated": true
+                    },
+                    "tool_config": {
+                        "$ref": "#/components/schemas/ToolConfig"
+                    },
+                    "max_infer_iters": {
+                        "type": "integer",
+                        "default": 10
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model identifier to use for the agent"
+                    },
+                    "instructions": {
+                        "type": "string",
+                        "description": "The system instructions for the agent"
+                    },
+                    "name": {
+                        "type": "string",
+                        "description": "Optional name for the agent, used in telemetry and identification"
+                    },
+                    "enable_session_persistence": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "Optional flag indicating whether session data has to be persisted"
+                    },
+                    "response_format": {
+                        "$ref": "#/components/schemas/ResponseFormat",
+                        "description": "Optional response format configuration"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "model",
+                    "instructions"
+                ],
+                "title": "AgentConfig",
+                "description": "Configuration for an agent."
+            },
+            "AgentTool": {
+                "oneOf": [
+                    {
+                        "type": "string"
+                    },
+                    {
+                        "type": "object",
+                        "properties": {
+                            "name": {
+                                "type": "string"
+                            },
+                            "args": {
+                                "type": "object",
+                                "additionalProperties": {
+                                    "oneOf": [
+                                        {
+                                            "type": "null"
+                                        },
+                                        {
+                                            "type": "boolean"
+                                        },
+                                        {
+                                            "type": "number"
+                                        },
+                                        {
+                                            "type": "string"
+                                        },
+                                        {
+                                            "type": "array"
+                                        },
+                                        {
+                                            "type": "object"
+                                        }
+                                    ]
+                                }
+                            }
+                        },
+                        "additionalProperties": false,
+                        "required": [
+                            "name",
+                            "args"
+                        ],
+                        "title": "AgentToolGroupWithArgs"
+                    }
+                ]
+            },
+            "GrammarResponseFormat": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "enum": [
+                            "json_schema",
+                            "grammar"
+                        ],
+                        "description": "Must be \"grammar\" to identify this format type",
+                        "const": "grammar",
+                        "default": "grammar"
+                    },
+                    "bnf": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The BNF grammar specification the response should conform to"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "bnf"
+                ],
+                "title": "GrammarResponseFormat",
+                "description": "Configuration for grammar-guided response generation."
+            },
+            "GreedySamplingStrategy": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "greedy",
+                        "default": "greedy",
+                        "description": "Must be \"greedy\" to identify this sampling strategy"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "GreedySamplingStrategy",
+                "description": "Greedy sampling strategy that selects the highest probability token at each step."
+            },
+            "JsonSchemaResponseFormat": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "enum": [
+                            "json_schema",
+                            "grammar"
+                        ],
+                        "description": "Must be \"json_schema\" to identify this format type",
+                        "const": "json_schema",
+                        "default": "json_schema"
+                    },
+                    "json_schema": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The JSON schema the response should conform to. In a Python SDK, this is often a `pydantic` model."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "json_schema"
+                ],
+                "title": "JsonSchemaResponseFormat",
+                "description": "Configuration for JSON schema-guided response generation."
+            },
+            "ResponseFormat": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/JsonSchemaResponseFormat"
+                    },
+                    {
+                        "$ref": "#/components/schemas/GrammarResponseFormat"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "json_schema": "#/components/schemas/JsonSchemaResponseFormat",
+                        "grammar": "#/components/schemas/GrammarResponseFormat"
+                    }
+                }
+            },
+            "SamplingParams": {
+                "type": "object",
+                "properties": {
+                    "strategy": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/GreedySamplingStrategy"
+                            },
+                            {
+                                "$ref": "#/components/schemas/TopPSamplingStrategy"
+                            },
+                            {
+                                "$ref": "#/components/schemas/TopKSamplingStrategy"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "greedy": "#/components/schemas/GreedySamplingStrategy",
+                                "top_p": "#/components/schemas/TopPSamplingStrategy",
+                                "top_k": "#/components/schemas/TopKSamplingStrategy"
+                            }
+                        },
+                        "description": "The sampling strategy."
+                    },
+                    "max_tokens": {
+                        "type": "integer",
+                        "description": "The maximum number of tokens that can be generated in the completion. The token count of your prompt plus max_tokens cannot exceed the model's context length."
+                    },
+                    "repetition_penalty": {
+                        "type": "number",
+                        "default": 1.0,
+                        "description": "Number between -2.0 and 2.0. Positive values penalize new tokens based on whether they appear in the text so far, increasing the model's likelihood to talk about new topics."
+                    },
+                    "stop": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "Up to 4 sequences where the API will stop generating further tokens. The returned text will not contain the stop sequence."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "strategy"
+                ],
+                "title": "SamplingParams",
+                "description": "Sampling parameters."
+            },
+            "ToolConfig": {
+                "type": "object",
+                "properties": {
+                    "tool_choice": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "enum": [
+                                    "auto",
+                                    "required",
+                                    "none"
+                                ],
+                                "title": "ToolChoice",
+                                "description": "Whether tool use is required or automatic. This is a hint to the model which may not be followed. It depends on the Instruction Following capabilities of the model."
+                            },
+                            {
+                                "type": "string"
+                            }
+                        ],
+                        "default": "auto",
+                        "description": "(Optional) Whether tool use is automatic, required, or none. Can also specify a tool name to use a specific tool. Defaults to ToolChoice.auto."
+                    },
+                    "tool_prompt_format": {
+                        "type": "string",
+                        "enum": [
+                            "json",
+                            "function_tag",
+                            "python_list"
+                        ],
+                        "description": "(Optional) Instructs the model how to format tool calls. By default, Llama Stack will attempt to use a format that is best adapted to the model. - `ToolPromptFormat.json`: The tool calls are formatted as a JSON object. - `ToolPromptFormat.function_tag`: The tool calls are enclosed in a <function=function_name> tag. - `ToolPromptFormat.python_list`: The tool calls are output as Python syntax -- a list of function calls."
+                    },
+                    "system_message_behavior": {
+                        "type": "string",
+                        "enum": [
+                            "append",
+                            "replace"
+                        ],
+                        "description": "(Optional) Config for how to override the default system prompt. - `SystemMessageBehavior.append`: Appends the provided system message to the default system prompt. - `SystemMessageBehavior.replace`: Replaces the default system prompt with the provided system message. The system message can include the string '{{function_definitions}}' to indicate where the function definitions should be inserted.",
+                        "default": "append"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "ToolConfig",
+                "description": "Configuration for tool use."
+            },
+            "TopKSamplingStrategy": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "top_k",
+                        "default": "top_k",
+                        "description": "Must be \"top_k\" to identify this sampling strategy"
+                    },
+                    "top_k": {
+                        "type": "integer",
+                        "description": "Number of top tokens to consider for sampling. Must be at least 1"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "top_k"
+                ],
+                "title": "TopKSamplingStrategy",
+                "description": "Top-k sampling strategy that restricts sampling to the k most likely tokens."
+            },
+            "TopPSamplingStrategy": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "top_p",
+                        "default": "top_p",
+                        "description": "Must be \"top_p\" to identify this sampling strategy"
+                    },
+                    "temperature": {
+                        "type": "number",
+                        "description": "Controls randomness in sampling. Higher values increase randomness"
+                    },
+                    "top_p": {
+                        "type": "number",
+                        "default": 0.95,
+                        "description": "Cumulative probability threshold for nucleus sampling. Defaults to 0.95"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type"
+                ],
+                "title": "TopPSamplingStrategy",
+                "description": "Top-p (nucleus) sampling strategy that samples from the smallest set of tokens with cumulative probability >= p."
+            },
+            "CreateAgentRequest": {
+                "type": "object",
+                "properties": {
+                    "agent_config": {
+                        "$ref": "#/components/schemas/AgentConfig",
+                        "description": "The configuration for the agent."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "agent_config"
+                ],
+                "title": "CreateAgentRequest"
+            },
+            "AgentCreateResponse": {
+                "type": "object",
+                "properties": {
+                    "agent_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the created agent"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "agent_id"
+                ],
+                "title": "AgentCreateResponse",
+                "description": "Response returned when creating a new agent."
+            },
+            "Agent": {
+                "type": "object",
+                "properties": {
+                    "agent_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the agent"
+                    },
+                    "agent_config": {
+                        "$ref": "#/components/schemas/AgentConfig",
+                        "description": "Configuration settings for the agent"
+                    },
+                    "created_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "Timestamp when the agent was created"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "agent_id",
+                    "agent_config",
+                    "created_at"
+                ],
+                "title": "Agent",
+                "description": "An agent instance with configuration and metadata."
+            },
+            "CreateAgentSessionRequest": {
+                "type": "object",
+                "properties": {
+                    "session_name": {
+                        "type": "string",
+                        "description": "The name of the session to create."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "session_name"
+                ],
+                "title": "CreateAgentSessionRequest"
+            },
+            "AgentSessionCreateResponse": {
+                "type": "object",
+                "properties": {
+                    "session_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the created session"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "session_id"
+                ],
+                "title": "AgentSessionCreateResponse",
+                "description": "Response returned when creating a new agent session."
+            },
+            "InferenceStep": {
+                "type": "object",
+                "properties": {
+                    "turn_id": {
+                        "type": "string",
+                        "description": "The ID of the turn."
+                    },
+                    "step_id": {
+                        "type": "string",
+                        "description": "The ID of the step."
+                    },
+                    "started_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "The time the step started."
+                    },
+                    "completed_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "The time the step completed."
+                    },
+                    "step_type": {
+                        "type": "string",
+                        "enum": [
+                            "inference",
+                            "tool_execution",
+                            "shield_call",
+                            "memory_retrieval"
+                        ],
+                        "title": "StepType",
+                        "description": "Type of the step in an agent turn.",
+                        "const": "inference",
+                        "default": "inference"
+                    },
+                    "model_response": {
+                        "$ref": "#/components/schemas/CompletionMessage",
+                        "description": "The response from the LLM."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "turn_id",
+                    "step_id",
+                    "step_type",
+                    "model_response"
+                ],
+                "title": "InferenceStep",
+                "description": "An inference step in an agent turn."
+            },
+            "MemoryRetrievalStep": {
+                "type": "object",
+                "properties": {
+                    "turn_id": {
+                        "type": "string",
+                        "description": "The ID of the turn."
+                    },
+                    "step_id": {
+                        "type": "string",
+                        "description": "The ID of the step."
+                    },
+                    "started_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "The time the step started."
+                    },
+                    "completed_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "The time the step completed."
+                    },
+                    "step_type": {
+                        "type": "string",
+                        "enum": [
+                            "inference",
+                            "tool_execution",
+                            "shield_call",
+                            "memory_retrieval"
+                        ],
+                        "title": "StepType",
+                        "description": "Type of the step in an agent turn.",
+                        "const": "memory_retrieval",
+                        "default": "memory_retrieval"
+                    },
+                    "vector_store_ids": {
+                        "type": "string",
+                        "description": "The IDs of the vector databases to retrieve context from."
+                    },
+                    "inserted_context": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The context retrieved from the vector databases."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "turn_id",
+                    "step_id",
+                    "step_type",
+                    "vector_store_ids",
+                    "inserted_context"
+                ],
+                "title": "MemoryRetrievalStep",
+                "description": "A memory retrieval step in an agent turn."
+            },
+            "Session": {
+                "type": "object",
+                "properties": {
+                    "session_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the conversation session"
+                    },
+                    "session_name": {
+                        "type": "string",
+                        "description": "Human-readable name for the session"
+                    },
+                    "turns": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Turn"
+                        },
+                        "description": "List of all turns that have occurred in this session"
+                    },
+                    "started_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "Timestamp when the session was created"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "session_id",
+                    "session_name",
+                    "turns",
+                    "started_at"
+                ],
+                "title": "Session",
+                "description": "A single session of an interaction with an Agentic System."
+            },
+            "ShieldCallStep": {
+                "type": "object",
+                "properties": {
+                    "turn_id": {
+                        "type": "string",
+                        "description": "The ID of the turn."
+                    },
+                    "step_id": {
+                        "type": "string",
+                        "description": "The ID of the step."
+                    },
+                    "started_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "The time the step started."
+                    },
+                    "completed_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "The time the step completed."
+                    },
+                    "step_type": {
+                        "type": "string",
+                        "enum": [
+                            "inference",
+                            "tool_execution",
+                            "shield_call",
+                            "memory_retrieval"
+                        ],
+                        "title": "StepType",
+                        "description": "Type of the step in an agent turn.",
+                        "const": "shield_call",
+                        "default": "shield_call"
+                    },
+                    "violation": {
+                        "$ref": "#/components/schemas/SafetyViolation",
+                        "description": "The violation from the shield call."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "turn_id",
+                    "step_id",
+                    "step_type"
+                ],
+                "title": "ShieldCallStep",
+                "description": "A shield call step in an agent turn."
+            },
+            "ToolExecutionStep": {
+                "type": "object",
+                "properties": {
+                    "turn_id": {
+                        "type": "string",
+                        "description": "The ID of the turn."
+                    },
+                    "step_id": {
+                        "type": "string",
+                        "description": "The ID of the step."
+                    },
+                    "started_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "The time the step started."
+                    },
+                    "completed_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "The time the step completed."
+                    },
+                    "step_type": {
+                        "type": "string",
+                        "enum": [
+                            "inference",
+                            "tool_execution",
+                            "shield_call",
+                            "memory_retrieval"
+                        ],
+                        "title": "StepType",
+                        "description": "Type of the step in an agent turn.",
+                        "const": "tool_execution",
+                        "default": "tool_execution"
+                    },
+                    "tool_calls": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ToolCall"
+                        },
+                        "description": "The tool calls to execute."
+                    },
+                    "tool_responses": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ToolResponse"
+                        },
+                        "description": "The tool responses from the tool calls."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "turn_id",
+                    "step_id",
+                    "step_type",
+                    "tool_calls",
+                    "tool_responses"
+                ],
+                "title": "ToolExecutionStep",
+                "description": "A tool execution step in an agent turn."
+            },
+            "ToolResponse": {
+                "type": "object",
+                "properties": {
+                    "call_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the tool call this response is for"
+                    },
+                    "tool_name": {
+                        "oneOf": [
+                            {
+                                "type": "string",
+                                "enum": [
+                                    "brave_search",
+                                    "wolfram_alpha",
+                                    "photogen",
+                                    "code_interpreter"
+                                ],
+                                "title": "BuiltinTool"
+                            },
+                            {
+                                "type": "string"
+                            }
+                        ],
+                        "description": "Name of the tool that was invoked"
+                    },
+                    "content": {
+                        "$ref": "#/components/schemas/InterleavedContent",
+                        "description": "The response content from the tool"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Additional metadata about the tool response"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "call_id",
+                    "tool_name",
+                    "content"
+                ],
+                "title": "ToolResponse",
+                "description": "Response from a tool invocation."
+            },
+            "Turn": {
+                "type": "object",
+                "properties": {
+                    "turn_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the turn within a session"
+                    },
+                    "session_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the conversation session"
+                    },
+                    "input_messages": {
+                        "type": "array",
+                        "items": {
+                            "oneOf": [
+                                {
+                                    "$ref": "#/components/schemas/UserMessage"
+                                },
+                                {
+                                    "$ref": "#/components/schemas/ToolResponseMessage"
+                                }
+                            ]
+                        },
+                        "description": "List of messages that initiated this turn"
+                    },
+                    "steps": {
+                        "type": "array",
+                        "items": {
+                            "oneOf": [
+                                {
+                                    "$ref": "#/components/schemas/InferenceStep"
+                                },
+                                {
+                                    "$ref": "#/components/schemas/ToolExecutionStep"
+                                },
+                                {
+                                    "$ref": "#/components/schemas/ShieldCallStep"
+                                },
+                                {
+                                    "$ref": "#/components/schemas/MemoryRetrievalStep"
+                                }
+                            ],
+                            "discriminator": {
+                                "propertyName": "step_type",
+                                "mapping": {
+                                    "inference": "#/components/schemas/InferenceStep",
+                                    "tool_execution": "#/components/schemas/ToolExecutionStep",
+                                    "shield_call": "#/components/schemas/ShieldCallStep",
+                                    "memory_retrieval": "#/components/schemas/MemoryRetrievalStep"
+                                }
+                            }
+                        },
+                        "description": "Ordered list of processing steps executed during this turn"
+                    },
+                    "output_message": {
+                        "$ref": "#/components/schemas/CompletionMessage",
+                        "description": "The model's generated response containing content and metadata"
+                    },
+                    "output_attachments": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "properties": {
+                                "content": {
+                                    "oneOf": [
+                                        {
+                                            "type": "string"
+                                        },
+                                        {
+                                            "$ref": "#/components/schemas/InterleavedContentItem"
+                                        },
+                                        {
+                                            "type": "array",
+                                            "items": {
+                                                "$ref": "#/components/schemas/InterleavedContentItem"
+                                            }
+                                        },
+                                        {
+                                            "$ref": "#/components/schemas/URL"
+                                        }
+                                    ],
+                                    "description": "The content of the attachment."
+                                },
+                                "mime_type": {
+                                    "type": "string",
+                                    "description": "The MIME type of the attachment."
+                                }
+                            },
+                            "additionalProperties": false,
+                            "required": [
+                                "content",
+                                "mime_type"
+                            ],
+                            "title": "Attachment",
+                            "description": "An attachment to an agent turn."
+                        },
+                        "description": "(Optional) Files or media attached to the agent's response"
+                    },
+                    "started_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "Timestamp when the turn began"
+                    },
+                    "completed_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "(Optional) Timestamp when the turn finished, if completed"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "turn_id",
+                    "session_id",
+                    "input_messages",
+                    "steps",
+                    "output_message",
+                    "started_at"
+                ],
+                "title": "Turn",
+                "description": "A single turn in an interaction with an Agentic System."
+            },
+            "CreateAgentTurnRequest": {
+                "type": "object",
+                "properties": {
+                    "messages": {
+                        "type": "array",
+                        "items": {
+                            "oneOf": [
+                                {
+                                    "$ref": "#/components/schemas/UserMessage"
+                                },
+                                {
+                                    "$ref": "#/components/schemas/ToolResponseMessage"
+                                }
+                            ]
+                        },
+                        "description": "List of messages to start the turn with."
+                    },
+                    "stream": {
+                        "type": "boolean",
+                        "description": "(Optional) If True, generate an SSE event stream of the response. Defaults to False."
+                    },
+                    "documents": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "properties": {
+                                "content": {
+                                    "oneOf": [
+                                        {
+                                            "type": "string"
+                                        },
+                                        {
+                                            "$ref": "#/components/schemas/InterleavedContentItem"
+                                        },
+                                        {
+                                            "type": "array",
+                                            "items": {
+                                                "$ref": "#/components/schemas/InterleavedContentItem"
+                                            }
+                                        },
+                                        {
+                                            "$ref": "#/components/schemas/URL"
+                                        }
+                                    ],
+                                    "description": "The content of the document."
+                                },
+                                "mime_type": {
+                                    "type": "string",
+                                    "description": "The MIME type of the document."
+                                }
+                            },
+                            "additionalProperties": false,
+                            "required": [
+                                "content",
+                                "mime_type"
+                            ],
+                            "title": "Document",
+                            "description": "A document to be used by an agent."
+                        },
+                        "description": "(Optional) List of documents to create the turn with."
+                    },
+                    "toolgroups": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/AgentTool"
+                        },
+                        "description": "(Optional) List of toolgroups to create the turn with, will be used in addition to the agent's config toolgroups for the request."
+                    },
+                    "tool_config": {
+                        "$ref": "#/components/schemas/ToolConfig",
+                        "description": "(Optional) The tool configuration to create the turn with, will be used to override the agent's tool_config."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "messages"
+                ],
+                "title": "CreateAgentTurnRequest"
+            },
+            "AgentTurnResponseEvent": {
+                "type": "object",
+                "properties": {
+                    "payload": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/AgentTurnResponseStepStartPayload"
+                            },
+                            {
+                                "$ref": "#/components/schemas/AgentTurnResponseStepProgressPayload"
+                            },
+                            {
+                                "$ref": "#/components/schemas/AgentTurnResponseStepCompletePayload"
+                            },
+                            {
+                                "$ref": "#/components/schemas/AgentTurnResponseTurnStartPayload"
+                            },
+                            {
+                                "$ref": "#/components/schemas/AgentTurnResponseTurnCompletePayload"
+                            },
+                            {
+                                "$ref": "#/components/schemas/AgentTurnResponseTurnAwaitingInputPayload"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "event_type",
+                            "mapping": {
+                                "step_start": "#/components/schemas/AgentTurnResponseStepStartPayload",
+                                "step_progress": "#/components/schemas/AgentTurnResponseStepProgressPayload",
+                                "step_complete": "#/components/schemas/AgentTurnResponseStepCompletePayload",
+                                "turn_start": "#/components/schemas/AgentTurnResponseTurnStartPayload",
+                                "turn_complete": "#/components/schemas/AgentTurnResponseTurnCompletePayload",
+                                "turn_awaiting_input": "#/components/schemas/AgentTurnResponseTurnAwaitingInputPayload"
+                            }
+                        },
+                        "description": "Event-specific payload containing event data"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "payload"
+                ],
+                "title": "AgentTurnResponseEvent",
+                "description": "An event in an agent turn response stream."
+            },
+            "AgentTurnResponseStepCompletePayload": {
+                "type": "object",
+                "properties": {
+                    "event_type": {
+                        "type": "string",
+                        "enum": [
+                            "step_start",
+                            "step_complete",
+                            "step_progress",
+                            "turn_start",
+                            "turn_complete",
+                            "turn_awaiting_input"
+                        ],
+                        "const": "step_complete",
+                        "default": "step_complete",
+                        "description": "Type of event being reported"
+                    },
+                    "step_type": {
+                        "type": "string",
+                        "enum": [
+                            "inference",
+                            "tool_execution",
+                            "shield_call",
+                            "memory_retrieval"
+                        ],
+                        "description": "Type of step being executed"
+                    },
+                    "step_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the step within a turn"
+                    },
+                    "step_details": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/InferenceStep"
+                            },
+                            {
+                                "$ref": "#/components/schemas/ToolExecutionStep"
+                            },
+                            {
+                                "$ref": "#/components/schemas/ShieldCallStep"
+                            },
+                            {
+                                "$ref": "#/components/schemas/MemoryRetrievalStep"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "step_type",
+                            "mapping": {
+                                "inference": "#/components/schemas/InferenceStep",
+                                "tool_execution": "#/components/schemas/ToolExecutionStep",
+                                "shield_call": "#/components/schemas/ShieldCallStep",
+                                "memory_retrieval": "#/components/schemas/MemoryRetrievalStep"
+                            }
+                        },
+                        "description": "Complete details of the executed step"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "event_type",
+                    "step_type",
+                    "step_id",
+                    "step_details"
+                ],
+                "title": "AgentTurnResponseStepCompletePayload",
+                "description": "Payload for step completion events in agent turn responses."
+            },
+            "AgentTurnResponseStepProgressPayload": {
+                "type": "object",
+                "properties": {
+                    "event_type": {
+                        "type": "string",
+                        "enum": [
+                            "step_start",
+                            "step_complete",
+                            "step_progress",
+                            "turn_start",
+                            "turn_complete",
+                            "turn_awaiting_input"
+                        ],
+                        "const": "step_progress",
+                        "default": "step_progress",
+                        "description": "Type of event being reported"
+                    },
+                    "step_type": {
+                        "type": "string",
+                        "enum": [
+                            "inference",
+                            "tool_execution",
+                            "shield_call",
+                            "memory_retrieval"
+                        ],
+                        "description": "Type of step being executed"
+                    },
+                    "step_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the step within a turn"
+                    },
+                    "delta": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/TextDelta"
+                            },
+                            {
+                                "$ref": "#/components/schemas/ImageDelta"
+                            },
+                            {
+                                "$ref": "#/components/schemas/ToolCallDelta"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "text": "#/components/schemas/TextDelta",
+                                "image": "#/components/schemas/ImageDelta",
+                                "tool_call": "#/components/schemas/ToolCallDelta"
+                            }
+                        },
+                        "description": "Incremental content changes during step execution"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "event_type",
+                    "step_type",
+                    "step_id",
+                    "delta"
+                ],
+                "title": "AgentTurnResponseStepProgressPayload",
+                "description": "Payload for step progress events in agent turn responses."
+            },
+            "AgentTurnResponseStepStartPayload": {
+                "type": "object",
+                "properties": {
+                    "event_type": {
+                        "type": "string",
+                        "enum": [
+                            "step_start",
+                            "step_complete",
+                            "step_progress",
+                            "turn_start",
+                            "turn_complete",
+                            "turn_awaiting_input"
+                        ],
+                        "const": "step_start",
+                        "default": "step_start",
+                        "description": "Type of event being reported"
+                    },
+                    "step_type": {
+                        "type": "string",
+                        "enum": [
+                            "inference",
+                            "tool_execution",
+                            "shield_call",
+                            "memory_retrieval"
+                        ],
+                        "description": "Type of step being executed"
+                    },
+                    "step_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the step within a turn"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Additional metadata for the step"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "event_type",
+                    "step_type",
+                    "step_id"
+                ],
+                "title": "AgentTurnResponseStepStartPayload",
+                "description": "Payload for step start events in agent turn responses."
+            },
+            "AgentTurnResponseStreamChunk": {
+                "type": "object",
+                "properties": {
+                    "event": {
+                        "$ref": "#/components/schemas/AgentTurnResponseEvent",
+                        "description": "Individual event in the agent turn response stream"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "event"
+                ],
+                "title": "AgentTurnResponseStreamChunk",
+                "description": "Streamed agent turn completion response."
+            },
+            "AgentTurnResponseTurnAwaitingInputPayload": {
+                "type": "object",
+                "properties": {
+                    "event_type": {
+                        "type": "string",
+                        "enum": [
+                            "step_start",
+                            "step_complete",
+                            "step_progress",
+                            "turn_start",
+                            "turn_complete",
+                            "turn_awaiting_input"
+                        ],
+                        "const": "turn_awaiting_input",
+                        "default": "turn_awaiting_input",
+                        "description": "Type of event being reported"
+                    },
+                    "turn": {
+                        "$ref": "#/components/schemas/Turn",
+                        "description": "Turn data when waiting for external tool responses"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "event_type",
+                    "turn"
+                ],
+                "title": "AgentTurnResponseTurnAwaitingInputPayload",
+                "description": "Payload for turn awaiting input events in agent turn responses."
+            },
+            "AgentTurnResponseTurnCompletePayload": {
+                "type": "object",
+                "properties": {
+                    "event_type": {
+                        "type": "string",
+                        "enum": [
+                            "step_start",
+                            "step_complete",
+                            "step_progress",
+                            "turn_start",
+                            "turn_complete",
+                            "turn_awaiting_input"
+                        ],
+                        "const": "turn_complete",
+                        "default": "turn_complete",
+                        "description": "Type of event being reported"
+                    },
+                    "turn": {
+                        "$ref": "#/components/schemas/Turn",
+                        "description": "Complete turn data including all steps and results"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "event_type",
+                    "turn"
+                ],
+                "title": "AgentTurnResponseTurnCompletePayload",
+                "description": "Payload for turn completion events in agent turn responses."
+            },
+            "AgentTurnResponseTurnStartPayload": {
+                "type": "object",
+                "properties": {
+                    "event_type": {
+                        "type": "string",
+                        "enum": [
+                            "step_start",
+                            "step_complete",
+                            "step_progress",
+                            "turn_start",
+                            "turn_complete",
+                            "turn_awaiting_input"
+                        ],
+                        "const": "turn_start",
+                        "default": "turn_start",
+                        "description": "Type of event being reported"
+                    },
+                    "turn_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the turn within a session"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "event_type",
+                    "turn_id"
+                ],
+                "title": "AgentTurnResponseTurnStartPayload",
+                "description": "Payload for turn start events in agent turn responses."
+            },
+            "ImageDelta": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "image",
+                        "default": "image",
+                        "description": "Discriminator type of the delta. Always \"image\""
+                    },
+                    "image": {
+                        "type": "string",
+                        "contentEncoding": "base64",
+                        "description": "The incremental image data as bytes"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "image"
+                ],
+                "title": "ImageDelta",
+                "description": "An image content delta for streaming responses."
+            },
+            "TextDelta": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "text",
+                        "default": "text",
+                        "description": "Discriminator type of the delta. Always \"text\""
+                    },
+                    "text": {
+                        "type": "string",
+                        "description": "The incremental text content"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "text"
+                ],
+                "title": "TextDelta",
+                "description": "A text content delta for streaming responses."
+            },
+            "ToolCallDelta": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "tool_call",
+                        "default": "tool_call",
+                        "description": "Discriminator type of the delta. Always \"tool_call\""
+                    },
+                    "tool_call": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "$ref": "#/components/schemas/ToolCall"
+                            }
+                        ],
+                        "description": "Either an in-progress tool call string or the final parsed tool call"
+                    },
+                    "parse_status": {
+                        "type": "string",
+                        "enum": [
+                            "started",
+                            "in_progress",
+                            "failed",
+                            "succeeded"
+                        ],
+                        "description": "Current parsing status of the tool call"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "tool_call",
+                    "parse_status"
+                ],
+                "title": "ToolCallDelta",
+                "description": "A tool call content delta for streaming responses."
+            },
+            "ResumeAgentTurnRequest": {
+                "type": "object",
+                "properties": {
+                    "tool_responses": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/ToolResponse"
+                        },
+                        "description": "The tool call responses to resume the turn with."
+                    },
+                    "stream": {
+                        "type": "boolean",
+                        "description": "Whether to stream the response."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "tool_responses"
+                ],
+                "title": "ResumeAgentTurnRequest"
+            },
+            "AgentStepResponse": {
+                "type": "object",
+                "properties": {
+                    "step": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/InferenceStep"
+                            },
+                            {
+                                "$ref": "#/components/schemas/ToolExecutionStep"
+                            },
+                            {
+                                "$ref": "#/components/schemas/ShieldCallStep"
+                            },
+                            {
+                                "$ref": "#/components/schemas/MemoryRetrievalStep"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "step_type",
+                            "mapping": {
+                                "inference": "#/components/schemas/InferenceStep",
+                                "tool_execution": "#/components/schemas/ToolExecutionStep",
+                                "shield_call": "#/components/schemas/ShieldCallStep",
+                                "memory_retrieval": "#/components/schemas/MemoryRetrievalStep"
+                            }
+                        },
+                        "description": "The complete step data and execution details"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "step"
+                ],
+                "title": "AgentStepResponse",
+                "description": "Response containing details of a specific agent step."
+            },
+            "Benchmark": {
+                "type": "object",
+                "properties": {
+                    "identifier": {
+                        "type": "string"
+                    },
+                    "provider_resource_id": {
+                        "type": "string"
+                    },
+                    "provider_id": {
+                        "type": "string"
+                    },
+                    "type": {
+                        "type": "string",
+                        "enum": [
+                            "model",
+                            "shield",
+                            "vector_store",
+                            "dataset",
+                            "scoring_function",
+                            "benchmark",
+                            "tool",
+                            "tool_group",
+                            "prompt"
+                        ],
+                        "const": "benchmark",
+                        "default": "benchmark",
+                        "description": "The resource type, always benchmark"
+                    },
+                    "dataset_id": {
+                        "type": "string",
+                        "description": "Identifier of the dataset to use for the benchmark evaluation"
+                    },
+                    "scoring_functions": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of scoring function identifiers to apply during evaluation"
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "Metadata for this evaluation task"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "identifier",
+                    "provider_id",
+                    "type",
+                    "dataset_id",
+                    "scoring_functions",
+                    "metadata"
+                ],
+                "title": "Benchmark",
+                "description": "A benchmark resource for evaluating model performance."
+            },
+            "ListBenchmarksResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Benchmark"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListBenchmarksResponse"
+            },
+            "RegisterBenchmarkRequest": {
+                "type": "object",
+                "properties": {
+                    "benchmark_id": {
+                        "type": "string",
+                        "description": "The ID of the benchmark to register."
+                    },
+                    "dataset_id": {
+                        "type": "string",
+                        "description": "The ID of the dataset to use for the benchmark."
+                    },
+                    "scoring_functions": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "The scoring functions to use for the benchmark."
+                    },
+                    "provider_benchmark_id": {
+                        "type": "string",
+                        "description": "The ID of the provider benchmark to use for the benchmark."
+                    },
+                    "provider_id": {
+                        "type": "string",
+                        "description": "The ID of the provider to use for the benchmark."
+                    },
+                    "metadata": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The metadata to use for the benchmark."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "benchmark_id",
+                    "dataset_id",
+                    "scoring_functions"
+                ],
+                "title": "RegisterBenchmarkRequest"
+            },
+            "AgentCandidate": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "agent",
+                        "default": "agent"
+                    },
+                    "config": {
+                        "$ref": "#/components/schemas/AgentConfig",
+                        "description": "The configuration for the agent candidate."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "config"
+                ],
+                "title": "AgentCandidate",
+                "description": "An agent candidate for evaluation."
+            },
+            "BenchmarkConfig": {
+                "type": "object",
+                "properties": {
+                    "eval_candidate": {
+                        "oneOf": [
+                            {
+                                "$ref": "#/components/schemas/ModelCandidate"
+                            },
+                            {
+                                "$ref": "#/components/schemas/AgentCandidate"
+                            }
+                        ],
+                        "discriminator": {
+                            "propertyName": "type",
+                            "mapping": {
+                                "model": "#/components/schemas/ModelCandidate",
+                                "agent": "#/components/schemas/AgentCandidate"
+                            }
+                        },
+                        "description": "The candidate to evaluate."
+                    },
+                    "scoring_params": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "$ref": "#/components/schemas/ScoringFnParams"
+                        },
+                        "description": "Map between scoring function id and parameters for each scoring function you want to run"
+                    },
+                    "num_examples": {
+                        "type": "integer",
+                        "description": "(Optional) The number of examples to evaluate. If not provided, all examples in the dataset will be evaluated"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "eval_candidate",
+                    "scoring_params"
+                ],
+                "title": "BenchmarkConfig",
+                "description": "A benchmark configuration for evaluation."
+            },
+            "ModelCandidate": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "model",
+                        "default": "model"
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model ID to evaluate."
+                    },
+                    "sampling_params": {
+                        "$ref": "#/components/schemas/SamplingParams",
+                        "description": "The sampling parameters for the model."
+                    },
+                    "system_message": {
+                        "$ref": "#/components/schemas/SystemMessage",
+                        "description": "(Optional) The system message providing instructions or context to the model."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "model",
+                    "sampling_params"
+                ],
+                "title": "ModelCandidate",
+                "description": "A model candidate for evaluation."
+            },
+            "EvaluateRowsRequest": {
+                "type": "object",
+                "properties": {
+                    "input_rows": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "The rows to evaluate."
+                    },
+                    "scoring_functions": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "The scoring functions to use for the evaluation."
+                    },
+                    "benchmark_config": {
+                        "$ref": "#/components/schemas/BenchmarkConfig",
+                        "description": "The configuration for the benchmark."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "input_rows",
+                    "scoring_functions",
+                    "benchmark_config"
+                ],
+                "title": "EvaluateRowsRequest"
+            },
+            "EvaluateResponse": {
+                "type": "object",
+                "properties": {
+                    "generations": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "additionalProperties": {
+                                "oneOf": [
+                                    {
+                                        "type": "null"
+                                    },
+                                    {
+                                        "type": "boolean"
+                                    },
+                                    {
+                                        "type": "number"
+                                    },
+                                    {
+                                        "type": "string"
+                                    },
+                                    {
+                                        "type": "array"
+                                    },
+                                    {
+                                        "type": "object"
+                                    }
+                                ]
+                            }
+                        },
+                        "description": "The generations from the evaluation."
+                    },
+                    "scores": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "$ref": "#/components/schemas/ScoringResult"
+                        },
+                        "description": "The scores from the evaluation."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "generations",
+                    "scores"
+                ],
+                "title": "EvaluateResponse",
+                "description": "The response from an evaluation."
+            },
+            "RunEvalRequest": {
+                "type": "object",
+                "properties": {
+                    "benchmark_config": {
+                        "$ref": "#/components/schemas/BenchmarkConfig",
+                        "description": "The configuration for the benchmark."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "benchmark_config"
+                ],
+                "title": "RunEvalRequest"
+            },
+            "Job": {
+                "type": "object",
+                "properties": {
+                    "job_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the job"
+                    },
+                    "status": {
+                        "type": "string",
+                        "enum": [
+                            "completed",
+                            "in_progress",
+                            "failed",
+                            "scheduled",
+                            "cancelled"
+                        ],
+                        "description": "Current execution status of the job"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "job_id",
+                    "status"
+                ],
+                "title": "Job",
+                "description": "A job execution instance with status tracking."
+            },
+            "RerankRequest": {
+                "type": "object",
+                "properties": {
+                    "model": {
+                        "type": "string",
+                        "description": "The identifier of the reranking model to use."
+                    },
+                    "query": {
+                        "oneOf": [
+                            {
+                                "type": "string"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIChatCompletionContentPartTextParam"
+                            },
+                            {
+                                "$ref": "#/components/schemas/OpenAIChatCompletionContentPartImageParam"
+                            }
+                        ],
+                        "description": "The search query to rank items against. Can be a string, text content part, or image content part. The input must not exceed the model's max input token length."
+                    },
+                    "items": {
+                        "type": "array",
+                        "items": {
+                            "oneOf": [
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "$ref": "#/components/schemas/OpenAIChatCompletionContentPartTextParam"
+                                },
+                                {
+                                    "$ref": "#/components/schemas/OpenAIChatCompletionContentPartImageParam"
+                                }
+                            ]
+                        },
+                        "description": "List of items to rerank. Each item can be a string, text content part, or image content part. Each input must not exceed the model's max input token length."
+                    },
+                    "max_num_results": {
+                        "type": "integer",
+                        "description": "(Optional) Maximum number of results to return. Default: returns all."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "model",
+                    "query",
+                    "items"
+                ],
+                "title": "RerankRequest"
+            },
+            "RerankData": {
+                "type": "object",
+                "properties": {
+                    "index": {
+                        "type": "integer",
+                        "description": "The original index of the document in the input list"
+                    },
+                    "relevance_score": {
+                        "type": "number",
+                        "description": "The relevance score from the model output. Values are inverted when applicable so that higher scores indicate greater relevance."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "index",
+                    "relevance_score"
+                ],
+                "title": "RerankData",
+                "description": "A single rerank result from a reranking response."
+            },
+            "RerankResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/RerankData"
+                        },
+                        "description": "List of rerank result objects, sorted by relevance score (descending)"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "RerankResponse",
+                "description": "Response from a reranking request."
+            },
+            "Checkpoint": {
+                "type": "object",
+                "properties": {
+                    "identifier": {
+                        "type": "string",
+                        "description": "Unique identifier for the checkpoint"
+                    },
+                    "created_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "Timestamp when the checkpoint was created"
+                    },
+                    "epoch": {
+                        "type": "integer",
+                        "description": "Training epoch when the checkpoint was saved"
+                    },
+                    "post_training_job_id": {
+                        "type": "string",
+                        "description": "Identifier of the training job that created this checkpoint"
+                    },
+                    "path": {
+                        "type": "string",
+                        "description": "File system path where the checkpoint is stored"
+                    },
+                    "training_metrics": {
+                        "$ref": "#/components/schemas/PostTrainingMetric",
+                        "description": "(Optional) Training metrics associated with this checkpoint"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "identifier",
+                    "created_at",
+                    "epoch",
+                    "post_training_job_id",
+                    "path"
+                ],
+                "title": "Checkpoint",
+                "description": "Checkpoint created during training runs."
+            },
+            "PostTrainingJobArtifactsResponse": {
+                "type": "object",
+                "properties": {
+                    "job_uuid": {
+                        "type": "string",
+                        "description": "Unique identifier for the training job"
+                    },
+                    "checkpoints": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Checkpoint"
+                        },
+                        "description": "List of model checkpoints created during training"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "job_uuid",
+                    "checkpoints"
+                ],
+                "title": "PostTrainingJobArtifactsResponse",
+                "description": "Artifacts of a finetuning job."
+            },
+            "PostTrainingMetric": {
+                "type": "object",
+                "properties": {
+                    "epoch": {
+                        "type": "integer",
+                        "description": "Training epoch number"
+                    },
+                    "train_loss": {
+                        "type": "number",
+                        "description": "Loss value on the training dataset"
+                    },
+                    "validation_loss": {
+                        "type": "number",
+                        "description": "Loss value on the validation dataset"
+                    },
+                    "perplexity": {
+                        "type": "number",
+                        "description": "Perplexity metric indicating model confidence"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "epoch",
+                    "train_loss",
+                    "validation_loss",
+                    "perplexity"
+                ],
+                "title": "PostTrainingMetric",
+                "description": "Training metrics captured during post-training jobs."
+            },
+            "CancelTrainingJobRequest": {
+                "type": "object",
+                "properties": {
+                    "job_uuid": {
+                        "type": "string",
+                        "description": "The UUID of the job to cancel."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "job_uuid"
+                ],
+                "title": "CancelTrainingJobRequest"
+            },
+            "PostTrainingJobStatusResponse": {
+                "type": "object",
+                "properties": {
+                    "job_uuid": {
+                        "type": "string",
+                        "description": "Unique identifier for the training job"
+                    },
+                    "status": {
+                        "type": "string",
+                        "enum": [
+                            "completed",
+                            "in_progress",
+                            "failed",
+                            "scheduled",
+                            "cancelled"
+                        ],
+                        "description": "Current status of the training job"
+                    },
+                    "scheduled_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "(Optional) Timestamp when the job was scheduled"
+                    },
+                    "started_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "(Optional) Timestamp when the job execution began"
+                    },
+                    "completed_at": {
+                        "type": "string",
+                        "format": "date-time",
+                        "description": "(Optional) Timestamp when the job finished, if completed"
+                    },
+                    "resources_allocated": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "(Optional) Information about computational resources allocated to the job"
+                    },
+                    "checkpoints": {
+                        "type": "array",
+                        "items": {
+                            "$ref": "#/components/schemas/Checkpoint"
+                        },
+                        "description": "List of model checkpoints created during training"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "job_uuid",
+                    "status",
+                    "checkpoints"
+                ],
+                "title": "PostTrainingJobStatusResponse",
+                "description": "Status of a finetuning job."
+            },
+            "ListPostTrainingJobsResponse": {
+                "type": "object",
+                "properties": {
+                    "data": {
+                        "type": "array",
+                        "items": {
+                            "type": "object",
+                            "properties": {
+                                "job_uuid": {
+                                    "type": "string"
+                                }
+                            },
+                            "additionalProperties": false,
+                            "required": [
+                                "job_uuid"
+                            ],
+                            "title": "PostTrainingJob"
+                        }
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "data"
+                ],
+                "title": "ListPostTrainingJobsResponse"
+            },
+            "DPOAlignmentConfig": {
+                "type": "object",
+                "properties": {
+                    "beta": {
+                        "type": "number",
+                        "description": "Temperature parameter for the DPO loss"
+                    },
+                    "loss_type": {
+                        "$ref": "#/components/schemas/DPOLossType",
+                        "default": "sigmoid",
+                        "description": "The type of loss function to use for DPO"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "beta",
+                    "loss_type"
+                ],
+                "title": "DPOAlignmentConfig",
+                "description": "Configuration for Direct Preference Optimization (DPO) alignment."
+            },
+            "DPOLossType": {
+                "type": "string",
+                "enum": [
+                    "sigmoid",
+                    "hinge",
+                    "ipo",
+                    "kto_pair"
+                ],
+                "title": "DPOLossType"
+            },
+            "DataConfig": {
+                "type": "object",
+                "properties": {
+                    "dataset_id": {
+                        "type": "string",
+                        "description": "Unique identifier for the training dataset"
+                    },
+                    "batch_size": {
+                        "type": "integer",
+                        "description": "Number of samples per training batch"
+                    },
+                    "shuffle": {
+                        "type": "boolean",
+                        "description": "Whether to shuffle the dataset during training"
+                    },
+                    "data_format": {
+                        "$ref": "#/components/schemas/DatasetFormat",
+                        "description": "Format of the dataset (instruct or dialog)"
+                    },
+                    "validation_dataset_id": {
+                        "type": "string",
+                        "description": "(Optional) Unique identifier for the validation dataset"
+                    },
+                    "packed": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "(Optional) Whether to pack multiple samples into a single sequence for efficiency"
+                    },
+                    "train_on_input": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "(Optional) Whether to compute loss on input tokens as well as output tokens"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "dataset_id",
+                    "batch_size",
+                    "shuffle",
+                    "data_format"
+                ],
+                "title": "DataConfig",
+                "description": "Configuration for training data and data loading."
+            },
+            "DatasetFormat": {
+                "type": "string",
+                "enum": [
+                    "instruct",
+                    "dialog"
+                ],
+                "title": "DatasetFormat",
+                "description": "Format of the training dataset."
+            },
+            "EfficiencyConfig": {
+                "type": "object",
+                "properties": {
+                    "enable_activation_checkpointing": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "(Optional) Whether to use activation checkpointing to reduce memory usage"
+                    },
+                    "enable_activation_offloading": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "(Optional) Whether to offload activations to CPU to save GPU memory"
+                    },
+                    "memory_efficient_fsdp_wrap": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "(Optional) Whether to use memory-efficient FSDP wrapping"
+                    },
+                    "fsdp_cpu_offload": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "(Optional) Whether to offload FSDP parameters to CPU"
+                    }
+                },
+                "additionalProperties": false,
+                "title": "EfficiencyConfig",
+                "description": "Configuration for memory and compute efficiency optimizations."
+            },
+            "OptimizerConfig": {
+                "type": "object",
+                "properties": {
+                    "optimizer_type": {
+                        "$ref": "#/components/schemas/OptimizerType",
+                        "description": "Type of optimizer to use (adam, adamw, or sgd)"
+                    },
+                    "lr": {
+                        "type": "number",
+                        "description": "Learning rate for the optimizer"
+                    },
+                    "weight_decay": {
+                        "type": "number",
+                        "description": "Weight decay coefficient for regularization"
+                    },
+                    "num_warmup_steps": {
+                        "type": "integer",
+                        "description": "Number of steps for learning rate warmup"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "optimizer_type",
+                    "lr",
+                    "weight_decay",
+                    "num_warmup_steps"
+                ],
+                "title": "OptimizerConfig",
+                "description": "Configuration parameters for the optimization algorithm."
+            },
+            "OptimizerType": {
+                "type": "string",
+                "enum": [
+                    "adam",
+                    "adamw",
+                    "sgd"
+                ],
+                "title": "OptimizerType",
+                "description": "Available optimizer algorithms for training."
+            },
+            "TrainingConfig": {
+                "type": "object",
+                "properties": {
+                    "n_epochs": {
+                        "type": "integer",
+                        "description": "Number of training epochs to run"
+                    },
+                    "max_steps_per_epoch": {
+                        "type": "integer",
+                        "default": 1,
+                        "description": "Maximum number of steps to run per epoch"
+                    },
+                    "gradient_accumulation_steps": {
+                        "type": "integer",
+                        "default": 1,
+                        "description": "Number of steps to accumulate gradients before updating"
+                    },
+                    "max_validation_steps": {
+                        "type": "integer",
+                        "default": 1,
+                        "description": "(Optional) Maximum number of validation steps per epoch"
+                    },
+                    "data_config": {
+                        "$ref": "#/components/schemas/DataConfig",
+                        "description": "(Optional) Configuration for data loading and formatting"
+                    },
+                    "optimizer_config": {
+                        "$ref": "#/components/schemas/OptimizerConfig",
+                        "description": "(Optional) Configuration for the optimization algorithm"
+                    },
+                    "efficiency_config": {
+                        "$ref": "#/components/schemas/EfficiencyConfig",
+                        "description": "(Optional) Configuration for memory and compute optimizations"
+                    },
+                    "dtype": {
+                        "type": "string",
+                        "default": "bf16",
+                        "description": "(Optional) Data type for model parameters (bf16, fp16, fp32)"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "n_epochs",
+                    "max_steps_per_epoch",
+                    "gradient_accumulation_steps"
+                ],
+                "title": "TrainingConfig",
+                "description": "Comprehensive configuration for the training process."
+            },
+            "PreferenceOptimizeRequest": {
+                "type": "object",
+                "properties": {
+                    "job_uuid": {
+                        "type": "string",
+                        "description": "The UUID of the job to create."
+                    },
+                    "finetuned_model": {
+                        "type": "string",
+                        "description": "The model to fine-tune."
+                    },
+                    "algorithm_config": {
+                        "$ref": "#/components/schemas/DPOAlignmentConfig",
+                        "description": "The algorithm configuration."
+                    },
+                    "training_config": {
+                        "$ref": "#/components/schemas/TrainingConfig",
+                        "description": "The training configuration."
+                    },
+                    "hyperparam_search_config": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The hyperparam search configuration."
+                    },
+                    "logger_config": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The logger configuration."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "job_uuid",
+                    "finetuned_model",
+                    "algorithm_config",
+                    "training_config",
+                    "hyperparam_search_config",
+                    "logger_config"
+                ],
+                "title": "PreferenceOptimizeRequest"
+            },
+            "PostTrainingJob": {
+                "type": "object",
+                "properties": {
+                    "job_uuid": {
+                        "type": "string"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "job_uuid"
+                ],
+                "title": "PostTrainingJob"
+            },
+            "AlgorithmConfig": {
+                "oneOf": [
+                    {
+                        "$ref": "#/components/schemas/LoraFinetuningConfig"
+                    },
+                    {
+                        "$ref": "#/components/schemas/QATFinetuningConfig"
+                    }
+                ],
+                "discriminator": {
+                    "propertyName": "type",
+                    "mapping": {
+                        "LoRA": "#/components/schemas/LoraFinetuningConfig",
+                        "QAT": "#/components/schemas/QATFinetuningConfig"
+                    }
+                }
+            },
+            "LoraFinetuningConfig": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "LoRA",
+                        "default": "LoRA",
+                        "description": "Algorithm type identifier, always \"LoRA\""
+                    },
+                    "lora_attn_modules": {
+                        "type": "array",
+                        "items": {
+                            "type": "string"
+                        },
+                        "description": "List of attention module names to apply LoRA to"
+                    },
+                    "apply_lora_to_mlp": {
+                        "type": "boolean",
+                        "description": "Whether to apply LoRA to MLP layers"
+                    },
+                    "apply_lora_to_output": {
+                        "type": "boolean",
+                        "description": "Whether to apply LoRA to output projection layers"
+                    },
+                    "rank": {
+                        "type": "integer",
+                        "description": "Rank of the LoRA adaptation (lower rank = fewer parameters)"
+                    },
+                    "alpha": {
+                        "type": "integer",
+                        "description": "LoRA scaling parameter that controls adaptation strength"
+                    },
+                    "use_dora": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "(Optional) Whether to use DoRA (Weight-Decomposed Low-Rank Adaptation)"
+                    },
+                    "quantize_base": {
+                        "type": "boolean",
+                        "default": false,
+                        "description": "(Optional) Whether to quantize the base model weights"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "lora_attn_modules",
+                    "apply_lora_to_mlp",
+                    "apply_lora_to_output",
+                    "rank",
+                    "alpha"
+                ],
+                "title": "LoraFinetuningConfig",
+                "description": "Configuration for Low-Rank Adaptation (LoRA) fine-tuning."
+            },
+            "QATFinetuningConfig": {
+                "type": "object",
+                "properties": {
+                    "type": {
+                        "type": "string",
+                        "const": "QAT",
+                        "default": "QAT",
+                        "description": "Algorithm type identifier, always \"QAT\""
+                    },
+                    "quantizer_name": {
+                        "type": "string",
+                        "description": "Name of the quantization algorithm to use"
+                    },
+                    "group_size": {
+                        "type": "integer",
+                        "description": "Size of groups for grouped quantization"
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "type",
+                    "quantizer_name",
+                    "group_size"
+                ],
+                "title": "QATFinetuningConfig",
+                "description": "Configuration for Quantization-Aware Training (QAT) fine-tuning."
+            },
+            "SupervisedFineTuneRequest": {
+                "type": "object",
+                "properties": {
+                    "job_uuid": {
+                        "type": "string",
+                        "description": "The UUID of the job to create."
+                    },
+                    "training_config": {
+                        "$ref": "#/components/schemas/TrainingConfig",
+                        "description": "The training configuration."
+                    },
+                    "hyperparam_search_config": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The hyperparam search configuration."
+                    },
+                    "logger_config": {
+                        "type": "object",
+                        "additionalProperties": {
+                            "oneOf": [
+                                {
+                                    "type": "null"
+                                },
+                                {
+                                    "type": "boolean"
+                                },
+                                {
+                                    "type": "number"
+                                },
+                                {
+                                    "type": "string"
+                                },
+                                {
+                                    "type": "array"
+                                },
+                                {
+                                    "type": "object"
+                                }
+                            ]
+                        },
+                        "description": "The logger configuration."
+                    },
+                    "model": {
+                        "type": "string",
+                        "description": "The model to fine-tune."
+                    },
+                    "checkpoint_dir": {
+                        "type": "string",
+                        "description": "The directory to save checkpoint(s) to."
+                    },
+                    "algorithm_config": {
+                        "$ref": "#/components/schemas/AlgorithmConfig",
+                        "description": "The algorithm configuration."
+                    }
+                },
+                "additionalProperties": false,
+                "required": [
+                    "job_uuid",
+                    "training_config",
+                    "hyperparam_search_config",
+                    "logger_config"
+                ],
+                "title": "SupervisedFineTuneRequest"
+            }
+        },
+        "responses": {
+            "BadRequest400": {
+                "description": "The request was invalid or malformed",
+                "content": {
+                    "application/json": {
+                        "schema": {
+                            "$ref": "#/components/schemas/Error"
+                        },
+                        "example": {
+                            "status": 400,
+                            "title": "Bad Request",
+                            "detail": "The request was invalid or malformed"
+                        }
+                    }
+                }
+            },
+            "TooManyRequests429": {
+                "description": "The client has sent too many requests in a given amount of time",
+                "content": {
+                    "application/json": {
+                        "schema": {
+                            "$ref": "#/components/schemas/Error"
+                        },
+                        "example": {
+                            "status": 429,
+                            "title": "Too Many Requests",
+                            "detail": "You have exceeded the rate limit. Please try again later."
+                        }
+                    }
+                }
+            },
+            "InternalServerError500": {
+                "description": "The server encountered an unexpected error",
+                "content": {
+                    "application/json": {
+                        "schema": {
+                            "$ref": "#/components/schemas/Error"
+                        },
+                        "example": {
+                            "status": 500,
+                            "title": "Internal Server Error",
+                            "detail": "An unexpected error occurred. Our team has been notified."
+                        }
+                    }
+                }
+            },
+            "DefaultError": {
+                "description": "An unexpected error occurred",
+                "content": {
+                    "application/json": {
+                        "schema": {
+                            "$ref": "#/components/schemas/Error"
+                        },
+                        "example": {
+                            "status": 0,
+                            "title": "Error",
+                            "detail": "An unexpected error occurred"
+                        }
+                    }
+                }
+            }
+        }
+    },
+    "security": [
+        {
+            "Default": []
+        }
+    ],
+    "tags": [
+        {
+            "name": "Agents",
+            "description": "APIs for creating and interacting with agentic systems.",
+            "x-displayName": "Agents"
+        },
+        {
+            "name": "Batches",
+            "description": "The API is designed to allow use of openai client libraries for seamless integration.\n\nThis API provides the following extensions:\n - idempotent batch creation\n\nNote: This API is currently under active development and may undergo changes.",
+            "x-displayName": "The Batches API enables efficient processing of multiple requests in a single operation, particularly useful for processing large datasets, batch evaluation workflows, and cost-effective inference at scale."
+        },
+        {
+            "name": "Benchmarks",
+            "description": ""
+        },
+        {
+            "name": "Conversations",
+            "description": "Protocol for conversation management operations.",
+            "x-displayName": "Conversations"
+        },
+        {
+            "name": "DatasetIO",
+            "description": ""
+        },
+        {
+            "name": "Datasets",
+            "description": ""
+        },
+        {
+            "name": "Eval",
+            "description": "Llama Stack Evaluation API for running evaluations on model and agent candidates.",
+            "x-displayName": "Evaluations"
+        },
+        {
+            "name": "Files",
+            "description": "This API is used to upload documents that can be used with other Llama Stack APIs.",
+            "x-displayName": "Files"
+        },
+        {
+            "name": "Inference",
+            "description": "Llama Stack Inference API for generating completions, chat completions, and embeddings.\n\nThis API provides the raw interface to the underlying models. Three kinds of models are supported:\n- LLM models: these models generate \"raw\" and \"chat\" (conversational) completions.\n- Embedding models: these models generate embeddings to be used for semantic search.\n- Rerank models: these models reorder the documents based on their relevance to a query.",
+            "x-displayName": "Inference"
+        },
+        {
+            "name": "Inspect",
+            "description": "APIs for inspecting the Llama Stack service, including health status, available API routes with methods and implementing providers.",
+            "x-displayName": "Inspect"
+        },
+        {
+            "name": "Models",
+            "description": ""
+        },
+        {
+            "name": "PostTraining (Coming Soon)",
+            "description": ""
+        },
+        {
+            "name": "Prompts",
+            "description": "Protocol for prompt management operations.",
+            "x-displayName": "Prompts"
+        },
+        {
+            "name": "Providers",
+            "description": "Providers API for inspecting, listing, and modifying providers and their configurations.",
+            "x-displayName": "Providers"
+        },
+        {
+            "name": "Safety",
+            "description": "OpenAI-compatible Moderations API.",
+            "x-displayName": "Safety"
+        },
+        {
+            "name": "Scoring",
+            "description": ""
+        },
+        {
+            "name": "ScoringFunctions",
+            "description": ""
+        },
+        {
+            "name": "Shields",
+            "description": ""
+        },
+        {
+            "name": "SyntheticDataGeneration (Coming Soon)",
+            "description": ""
+        },
+        {
+            "name": "ToolGroups",
+            "description": ""
+        },
+        {
+            "name": "ToolRuntime",
+            "description": ""
+        },
+        {
+            "name": "VectorIO",
+            "description": ""
+        }
+    ],
+    "x-tagGroups": [
+        {
+            "name": "Operations",
+            "tags": [
+                "Agents",
+                "Batches",
+                "Benchmarks",
+                "Conversations",
+                "DatasetIO",
+                "Datasets",
+                "Eval",
+                "Files",
+                "Inference",
+                "Inspect",
+                "Models",
+                "PostTraining (Coming Soon)",
+                "Prompts",
+                "Providers",
+                "Safety",
+                "Scoring",
+                "ScoringFunctions",
+                "Shields",
+                "SyntheticDataGeneration (Coming Soon)",
+                "ToolGroups",
+                "ToolRuntime",
+                "VectorIO"
+            ]
+        }
+    ]
+};
+            const element = document.getElementById("openapi-container");
+            element.apiDescriptionDocument = spec;
+
+            if (spec.info && spec.info.title) {
+                document.title = spec.info.title;
+            }
+        });
+    </script>
+</body>
+
+</html>
diff --git a/docs/static/stainless-llama-stack-spec.yaml b/docs/static/stainless-llama-stack-spec.yaml
index 51607d92d..632043fbc 100644
--- a/docs/static/stainless-llama-stack-spec.yaml
+++ b/docs/static/stainless-llama-stack-spec.yaml
@@ -6784,6 +6784,38 @@ components:
               title: OpenAIResponseInputToolWebSearch | ... (4 variants)
             type: array
           - type: 'null'
+        tool_choice:
+          anyOf:
+          - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
+            title: OpenAIResponseInputToolChoiceMode
+          - oneOf:
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+              title: OpenAIResponseInputToolChoiceAllowedTools
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+              title: OpenAIResponseInputToolChoiceFileSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+              title: OpenAIResponseInputToolChoiceWebSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+              title: OpenAIResponseInputToolChoiceFunctionTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+              title: OpenAIResponseInputToolChoiceMCPTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+              title: OpenAIResponseInputToolChoiceCustomTool
+            discriminator:
+              propertyName: type
+              mapping:
+                allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+                custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+                file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+                function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+                mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+                web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
+          - type: 'null'
+          title: OpenAIResponseInputToolChoiceMode
         truncation:
           anyOf:
           - type: string
@@ -7171,6 +7203,38 @@ components:
             title: OpenAIResponseText
           - type: 'null'
           title: OpenAIResponseText
+        tool_choice:
+          anyOf:
+          - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
+            title: OpenAIResponseInputToolChoiceMode
+          - oneOf:
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+              title: OpenAIResponseInputToolChoiceAllowedTools
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+              title: OpenAIResponseInputToolChoiceFileSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+              title: OpenAIResponseInputToolChoiceWebSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+              title: OpenAIResponseInputToolChoiceFunctionTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+              title: OpenAIResponseInputToolChoiceMCPTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+              title: OpenAIResponseInputToolChoiceCustomTool
+            discriminator:
+              propertyName: type
+              mapping:
+                allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+                custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+                file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+                function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+                mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+                web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
+          - type: 'null'
+          title: OpenAIResponseInputToolChoiceMode
         tools:
           anyOf:
           - items:
@@ -7330,6 +7394,38 @@ components:
               title: OpenAIResponseInputToolWebSearch | ... (4 variants)
             type: array
           - type: 'null'
+        tool_choice:
+          anyOf:
+          - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
+            title: OpenAIResponseInputToolChoiceMode
+          - oneOf:
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+              title: OpenAIResponseInputToolChoiceAllowedTools
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+              title: OpenAIResponseInputToolChoiceFileSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+              title: OpenAIResponseInputToolChoiceWebSearch
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+              title: OpenAIResponseInputToolChoiceFunctionTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+              title: OpenAIResponseInputToolChoiceMCPTool
+            - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+              title: OpenAIResponseInputToolChoiceCustomTool
+            discriminator:
+              propertyName: type
+              mapping:
+                allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+                custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+                file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+                function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+                mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+                web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+                web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
+          - type: 'null'
+          title: OpenAIResponseInputToolChoiceMode
         truncation:
           anyOf:
           - type: string
@@ -11803,6 +11899,121 @@ components:
       type: object
       title: OpenAIChatCompletionUsagePromptTokensDetails
       description: Token details for prompt tokens in OpenAI chat completion usage.
+    OpenAIResponseInputToolChoiceAllowedTools:
+      properties:
+        mode:
+          type: string
+          enum:
+          - auto
+          - required
+          title: Mode
+          default: auto
+        tools:
+          items:
+            additionalProperties:
+              type: string
+            type: object
+          type: array
+          title: Tools
+        type:
+          type: string
+          const: allowed_tools
+          title: Type
+          default: allowed_tools
+      type: object
+      required:
+      - tools
+      title: OpenAIResponseInputToolChoiceAllowedTools
+      description: Constrains the tools available to the model to a pre-defined set.
+    OpenAIResponseInputToolChoiceCustomTool:
+      properties:
+        type:
+          type: string
+          const: custom
+          title: Type
+          default: custom
+        name:
+          type: string
+          title: Name
+      type: object
+      required:
+      - name
+      title: OpenAIResponseInputToolChoiceCustomTool
+      description: Forces the model to call a custom tool.
+    OpenAIResponseInputToolChoiceFileSearch:
+      properties:
+        type:
+          type: string
+          const: file_search
+          title: Type
+          default: file_search
+      type: object
+      title: OpenAIResponseInputToolChoiceFileSearch
+      description: Indicates that the model should use file search to generate a response.
+    OpenAIResponseInputToolChoiceFunctionTool:
+      properties:
+        name:
+          type: string
+          title: Name
+        type:
+          type: string
+          const: function
+          title: Type
+          default: function
+      type: object
+      required:
+      - name
+      title: OpenAIResponseInputToolChoiceFunctionTool
+      description: Forces the model to call a specific function.
+    OpenAIResponseInputToolChoiceMCPTool:
+      properties:
+        server_label:
+          type: string
+          title: Server Label
+        type:
+          type: string
+          const: mcp
+          title: Type
+          default: mcp
+        name:
+          anyOf:
+          - type: string
+          - type: 'null'
+      type: object
+      required:
+      - server_label
+      title: OpenAIResponseInputToolChoiceMCPTool
+      description: Forces the model to call a specific tool on a remote MCP server
+    OpenAIResponseInputToolChoiceMode:
+      type: string
+      enum:
+      - auto
+      - required
+      - none
+      title: OpenAIResponseInputToolChoiceMode
+    OpenAIResponseInputToolChoiceWebSearch:
+      properties:
+        type:
+          title: Type
+          default: web_search
+          type: string
+          enum:
+          - web_search
+          - web_search_preview
+          - web_search_preview_2025_03_11
+          - web_search_2025_08_26
+        search_context_size:
+          anyOf:
+          - type: string
+            pattern: ^low|medium|high$
+          - type: 'null'
+          default: medium
+      type: object
+      title: OpenAIResponseInputToolChoiceWebSearch
+      description: |-
+        Indicates that the model should use web search to generate a response.
+
+        This is an alias for OpenAIResponseInputToolWebSearch used in tool_choice context.
     OpenAIResponseMessage-Input:
       properties:
         content:
@@ -12189,6 +12400,131 @@ components:
       - $ref: '#/components/schemas/GrammarResponseFormat'
         title: GrammarResponseFormat
       title: JsonSchemaResponseFormat | GrammarResponseFormat
+    AllowedToolsConfig:
+      properties:
+        tools:
+          items:
+            additionalProperties: true
+            type: object
+          title: Tools
+          type: array
+        mode:
+          enum:
+          - auto
+          - required
+          title: Mode
+          type: string
+      required:
+      - tools
+      - mode
+      title: AllowedToolsConfig
+      type: object
+    CustomToolConfig:
+      properties:
+        name:
+          title: Name
+          type: string
+      required:
+      - name
+      title: CustomToolConfig
+      type: object
+    FunctionToolConfig:
+      properties:
+        name:
+          title: Name
+          type: string
+      required:
+      - name
+      title: FunctionToolConfig
+      type: object
+    OpenAIChatCompletionToolChoiceAllowedTools:
+      description: Allowed tools response format for OpenAI-compatible chat completion requests.
+      properties:
+        type:
+          const: allowed_tools
+          default: allowed_tools
+          title: Type
+          type: string
+        allowed_tools:
+          $ref: '#/components/schemas/AllowedToolsConfig'
+      required:
+      - allowed_tools
+      title: OpenAIChatCompletionToolChoiceAllowedTools
+      type: object
+    OpenAIChatCompletionToolChoiceCustomTool:
+      description: Custom tool choice for OpenAI-compatible chat completion requests.
+      properties:
+        type:
+          const: custom
+          default: custom
+          title: Type
+          type: string
+        custom:
+          $ref: '#/components/schemas/CustomToolConfig'
+      required:
+      - custom
+      title: OpenAIChatCompletionToolChoiceCustomTool
+      type: object
+    OpenAIChatCompletionToolChoiceFunctionTool:
+      description: Function tool choice for OpenAI-compatible chat completion requests.
+      properties:
+        type:
+          const: function
+          default: function
+          title: Type
+          type: string
+        function:
+          $ref: '#/components/schemas/FunctionToolConfig'
+      required:
+      - function
+      title: OpenAIChatCompletionToolChoiceFunctionTool
+      type: object
+    OpenAIChatCompletionToolChoice:
+      discriminator:
+        mapping:
+          allowed_tools: '#/components/schemas/OpenAIChatCompletionToolChoiceAllowedTools'
+          custom: '#/components/schemas/OpenAIChatCompletionToolChoiceCustomTool'
+          function: '#/components/schemas/OpenAIChatCompletionToolChoiceFunctionTool'
+        propertyName: type
+      oneOf:
+      - $ref: '#/components/schemas/OpenAIChatCompletionToolChoiceAllowedTools'
+        title: OpenAIChatCompletionToolChoiceAllowedTools
+      - $ref: '#/components/schemas/OpenAIChatCompletionToolChoiceFunctionTool'
+        title: OpenAIChatCompletionToolChoiceFunctionTool
+      - $ref: '#/components/schemas/OpenAIChatCompletionToolChoiceCustomTool'
+        title: OpenAIChatCompletionToolChoiceCustomTool
+      title: OpenAIChatCompletionToolChoiceAllowedTools | OpenAIChatCompletionToolChoiceFunctionTool | OpenAIChatCompletionToolChoiceCustomTool
+    OpenAIResponseInputToolChoice:
+      anyOf:
+      - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMode'
+        title: OpenAIResponseInputToolChoiceMode
+      - discriminator:
+          mapping:
+            allowed_tools: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+            custom: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+            file_search: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+            function: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+            mcp: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+            web_search: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            web_search_2025_08_26: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            web_search_preview: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+            web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+          propertyName: type
+        oneOf:
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceAllowedTools'
+          title: OpenAIResponseInputToolChoiceAllowedTools
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFileSearch'
+          title: OpenAIResponseInputToolChoiceFileSearch
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceWebSearch'
+          title: OpenAIResponseInputToolChoiceWebSearch
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceFunctionTool'
+          title: OpenAIResponseInputToolChoiceFunctionTool
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceMCPTool'
+          title: OpenAIResponseInputToolChoiceMCPTool
+        - $ref: '#/components/schemas/OpenAIResponseInputToolChoiceCustomTool'
+          title: OpenAIResponseInputToolChoiceCustomTool
+        title: OpenAIResponseInputToolChoiceAllowedTools | ... (6 variants)
+      title: OpenAIResponseInputToolChoiceMode
     OpenAIResponseContentPart:
       discriminator:
         mapping:
diff --git a/src/llama_stack/providers/inline/agents/meta_reference/agents.py b/src/llama_stack/providers/inline/agents/meta_reference/agents.py
index 39cc22be7..54848c27c 100644
--- a/src/llama_stack/providers/inline/agents/meta_reference/agents.py
+++ b/src/llama_stack/providers/inline/agents/meta_reference/agents.py
@@ -19,6 +19,7 @@ from llama_stack_api import (
     OpenAIDeleteResponseObject,
     OpenAIResponseInput,
     OpenAIResponseInputTool,
+    OpenAIResponseInputToolChoice,
     OpenAIResponseObject,
     OpenAIResponsePrompt,
     OpenAIResponseText,
@@ -104,6 +105,7 @@ class MetaReferenceAgentsImpl(Agents):
         stream: bool | None = False,
         temperature: float | None = None,
         text: OpenAIResponseText | None = None,
+        tool_choice: OpenAIResponseInputToolChoice | None = None,
         tools: list[OpenAIResponseInputTool] | None = None,
         include: list[str] | None = None,
         max_infer_iters: int | None = 10,
@@ -123,6 +125,7 @@ class MetaReferenceAgentsImpl(Agents):
             stream,
             temperature,
             text,
+            tool_choice,
             tools,
             include,
             max_infer_iters,
diff --git a/src/llama_stack/providers/inline/agents/meta_reference/responses/openai_responses.py b/src/llama_stack/providers/inline/agents/meta_reference/responses/openai_responses.py
index 9cf30908c..d84cac285 100644
--- a/src/llama_stack/providers/inline/agents/meta_reference/responses/openai_responses.py
+++ b/src/llama_stack/providers/inline/agents/meta_reference/responses/openai_responses.py
@@ -32,6 +32,7 @@ from llama_stack_api import (
     OpenAIResponseInputMessageContentImage,
     OpenAIResponseInputMessageContentText,
     OpenAIResponseInputTool,
+    OpenAIResponseInputToolChoice,
     OpenAIResponseMessage,
     OpenAIResponseObject,
     OpenAIResponseObjectStream,
@@ -330,6 +331,7 @@ class OpenAIResponsesImpl:
         stream: bool | None = False,
         temperature: float | None = None,
         text: OpenAIResponseText | None = None,
+        tool_choice: OpenAIResponseInputToolChoice | None = None,
         tools: list[OpenAIResponseInputTool] | None = None,
         include: list[str] | None = None,
         max_infer_iters: int | None = 10,
@@ -387,6 +389,7 @@ class OpenAIResponsesImpl:
             temperature=temperature,
             text=text,
             tools=tools,
+            tool_choice=tool_choice,
             max_infer_iters=max_infer_iters,
             guardrail_ids=guardrail_ids,
             parallel_tool_calls=parallel_tool_calls,
@@ -440,6 +443,7 @@ class OpenAIResponsesImpl:
         temperature: float | None = None,
         text: OpenAIResponseText | None = None,
         tools: list[OpenAIResponseInputTool] | None = None,
+        tool_choice: OpenAIResponseInputToolChoice | None = None,
         max_infer_iters: int | None = 10,
         guardrail_ids: list[str] | None = None,
         parallel_tool_calls: bool | None = True,
@@ -469,6 +473,7 @@ class OpenAIResponsesImpl:
             model=model,
             messages=messages,
             response_tools=tools,
+            responses_tool_choice=tool_choice,
             temperature=temperature,
             response_format=response_format,
             tool_context=tool_context,
diff --git a/src/llama_stack/providers/inline/agents/meta_reference/responses/streaming.py b/src/llama_stack/providers/inline/agents/meta_reference/responses/streaming.py
index c778d65e7..69554ac91 100644
--- a/src/llama_stack/providers/inline/agents/meta_reference/responses/streaming.py
+++ b/src/llama_stack/providers/inline/agents/meta_reference/responses/streaming.py
@@ -9,6 +9,7 @@ from collections.abc import AsyncIterator
 from typing import Any
 
 from opentelemetry import trace
+from openai.types.chat import ChatCompletionToolParam
 
 from llama_stack.log import get_logger
 from llama_stack.providers.utils.inference.prompt_adapter import interleaved_content_as_str
@@ -23,6 +24,10 @@ from llama_stack_api import (
     OpenAIChatCompletionChunk,
     OpenAIChatCompletionRequestWithExtraBody,
     OpenAIChatCompletionToolCall,
+    OpenAIChatCompletionToolChoice,
+    OpenAIChatCompletionToolChoiceAllowedTools,
+    OpenAIChatCompletionToolChoiceCustomTool,
+    OpenAIChatCompletionToolChoiceFunctionTool,
     OpenAIChoice,
     OpenAIMessageParam,
     OpenAIResponseContentPartOutputText,
@@ -30,6 +35,14 @@ from llama_stack_api import (
     OpenAIResponseContentPartRefusal,
     OpenAIResponseError,
     OpenAIResponseInputTool,
+    OpenAIResponseInputToolChoice,
+    OpenAIResponseInputToolChoiceAllowedTools,
+    OpenAIResponseInputToolChoiceCustomTool,
+    OpenAIResponseInputToolChoiceFileSearch,
+    OpenAIResponseInputToolChoiceFunctionTool,
+    OpenAIResponseInputToolChoiceMCPTool,
+    OpenAIResponseInputToolChoiceMode,
+    OpenAIResponseInputToolChoiceWebSearch,
     OpenAIResponseInputToolMCP,
     OpenAIResponseMCPApprovalRequest,
     OpenAIResponseMessage,
@@ -75,6 +88,7 @@ from llama_stack_api import (
 from .types import ChatCompletionContext, ChatCompletionResult
 from .utils import (
     convert_chat_choice_to_response_message,
+    convert_mcp_tool_choice,
     is_function_tool_call,
     run_guardrails,
 )
@@ -144,6 +158,13 @@ class StreamingResponseOrchestrator:
         self.mcp_tool_to_server: dict[str, OpenAIResponseInputToolMCP] = (
             ctx.tool_context.previous_tools if ctx.tool_context else {}
         )
+        # Reverse mapping: server_label -> list of tool names for efficient lookup
+        self.server_label_to_tools: dict[str, list[str]] = {}
+        # Build initial reverse mapping from previous_tools
+        for tool_name, mcp_server in self.mcp_tool_to_server.items():
+            if mcp_server.server_label not in self.server_label_to_tools:
+                self.server_label_to_tools[mcp_server.server_label] = []
+            self.server_label_to_tools[mcp_server.server_label].append(tool_name)
         # Track final messages after all tool executions
         self.final_messages: list[OpenAIMessageParam] = []
         # mapping for annotations
@@ -196,6 +217,7 @@ class StreamingResponseOrchestrator:
             output=self._clone_outputs(outputs),
             text=self.text,
             tools=self.ctx.available_tools(),
+            tool_choice=self.ctx.responses_tool_choice,
             error=error,
             usage=self.accumulated_usage,
             instructions=self.instructions,
@@ -231,6 +253,18 @@ class StreamingResponseOrchestrator:
         async for stream_event in self._process_tools(output_messages):
             yield stream_event
 
+        if self.ctx.responses_tool_choice and len(self.ctx.chat_tools) > 0:
+            chat_tool_choice = await _process_tool_choice(
+                self.ctx.chat_tools,
+                self.ctx.responses_tool_choice,
+                self.server_label_to_tools,
+            )
+            # chat_tool_choice can be str, dict-like object, or None
+            if isinstance(chat_tool_choice, str):
+                self.ctx.chat_tool_choice = chat_tool_choice
+            else:
+                self.ctx.chat_tool_choice = chat_tool_choice.model_dump()
+
         n_iter = 0
         messages = self.ctx.messages.copy()
         final_status = "completed"
@@ -250,6 +284,7 @@ class StreamingResponseOrchestrator:
                     messages=messages,
                     # Pydantic models are dict-compatible but mypy treats them as distinct types
                     tools=self.ctx.chat_tools,  # type: ignore[arg-type]
+                    tool_choice=self.ctx.chat_tool_choice,
                     stream=True,
                     temperature=self.ctx.temperature,
                     response_format=response_format,
@@ -326,6 +361,10 @@ class StreamingResponseOrchestrator:
                     break
 
                 n_iter += 1
+                # After first iteration, reset tool_choice to "auto" to let model decide freely
+                # based on tool results (prevents infinite loops when forcing specific tools)
+                if n_iter == 1 and self.ctx.chat_tool_choice:
+                    self.ctx.chat_tool_choice = "auto"
                 if n_iter >= self.max_infer_iters:
                     logger.info(
                         f"Exiting inference loop since iteration count({n_iter}) exceeds {self.max_infer_iters=}"
@@ -1145,6 +1184,11 @@ class StreamingResponseOrchestrator:
                         raise ValueError(f"Duplicate tool name {t.name} found for server {mcp_tool.server_label}")
                     self.mcp_tool_to_server[t.name] = mcp_tool
 
+                    # Add to reverse mapping for efficient server_label lookup
+                    if mcp_tool.server_label not in self.server_label_to_tools:
+                        self.server_label_to_tools[mcp_tool.server_label] = []
+                    self.server_label_to_tools[mcp_tool.server_label].append(t.name)
+
                     # Add to MCP list message
                     mcp_list_message.tools.append(
                         MCPListToolsTool(
@@ -1284,3 +1328,113 @@ class StreamingResponseOrchestrator:
 
         async for stream_event in self._add_mcp_list_tools(mcp_list_message, output_messages):
             yield stream_event
+
+
+async def _process_tool_choice(
+    chat_tools: list[ChatCompletionToolParam],
+    responses_tool_choice: OpenAIResponseInputToolChoice,
+    server_label_to_tools: dict[str, list[str]],
+) -> str | OpenAIChatCompletionToolChoice | None:
+    """Process and validate the OpenAI Responses tool choice and return the appropriate chat completion tool choice object.
+
+    :param chat_tools: The list of chat tools to enforce tool choice against.
+    :param responses_tool_choice: The OpenAI Responses tool choice to process.
+    :param server_label_to_tools: A dictionary mapping server labels to the list of tools available on that server.
+    :return: The appropriate chat completion tool choice object.
+    """
+
+    # retrieve all function tool names from the chat tools
+    # Note: chat_tools contains dicts, not objects
+    chat_tool_names = [tool["function"]["name"] for tool in chat_tools if tool["type"] == "function"]
+
+    if isinstance(responses_tool_choice, OpenAIResponseInputToolChoiceMode):
+        if responses_tool_choice.value == "required":
+            if len(chat_tool_names) == 0:
+                return None
+
+            # add all function tools to the allowed tools list and set mode to required
+            return OpenAIChatCompletionToolChoiceAllowedTools(
+                tools=[{"type": "function", "function": {"name": tool}} for tool in chat_tool_names],
+                mode="required",
+            )
+        # return other modes as is
+        return responses_tool_choice.value
+
+    elif isinstance(responses_tool_choice, OpenAIResponseInputToolChoiceAllowedTools):
+        # ensure that specified tool choices are available in the chat tools, if not, remove them from the list
+        final_tools = []
+        for tool in responses_tool_choice.tools:
+            tool_name = tool.get("name")
+            match tool.get("type"):
+                case "function":
+                    final_tools.append({"type": "function", "function": {"name": tool_name}})
+                case "custom":
+                    final_tools.append({"type": "custom", "custom": {"name": tool_name}})
+                case "mcp":
+                    mcp_tools = convert_mcp_tool_choice(
+                        chat_tool_names, tool.get("server_label"), server_label_to_tools, None
+                    )
+                    # convert_mcp_tool_choice can return a dict, list, or None
+                    if isinstance(mcp_tools, list):
+                        final_tools.extend(mcp_tools)
+                    elif isinstance(mcp_tools, dict):
+                        final_tools.append(mcp_tools)
+                    # Skip if None or empty
+                case "file_search":
+                    final_tools.append({"type": "function", "function": {"name": "file_search"}})
+                case _ if tool["type"] in WebSearchToolTypes:
+                    final_tools.append({"type": "function", "function": {"name": "web_search"}})
+                case _:
+                    logger.warning(f"Unsupported tool type: {tool['type']}, skipping tool choice enforcement for it")
+                    continue
+
+        return OpenAIChatCompletionToolChoiceAllowedTools(
+            tools=final_tools,
+            mode=responses_tool_choice.mode,
+        )
+
+    else:
+        # Handle specific tool choice by type
+        # Each case validates the tool exists in chat_tools before returning
+        tool_name = responses_tool_choice.name if responses_tool_choice.name else None
+        match responses_tool_choice:
+            case OpenAIResponseInputToolChoiceCustomTool():
+                if tool_name and tool_name not in chat_tool_names:
+                    logger.warning(f"Tool {tool_name} not found in chat tools")
+                    return None
+                return OpenAIChatCompletionToolChoiceCustomTool(name=tool_name)
+
+            case OpenAIResponseInputToolChoiceFunctionTool():
+                if tool_name and tool_name not in chat_tool_names:
+                    logger.warning(f"Tool {tool_name} not found in chat tools")
+                    return None
+                return OpenAIChatCompletionToolChoiceFunctionTool(name=tool_name)
+
+            case OpenAIResponseInputToolChoiceFileSearch():
+                if "file_search" not in chat_tool_names:
+                    logger.warning("Tool file_search not found in chat tools")
+                    return None
+                return OpenAIChatCompletionToolChoiceFunctionTool(name="file_search")
+
+            case OpenAIResponseInputToolChoiceWebSearch():
+                if "web_search" not in chat_tool_names:
+                    logger.warning("Tool web_search not found in chat tools")
+                    return None
+                return OpenAIChatCompletionToolChoiceFunctionTool(name="web_search")
+
+            case OpenAIResponseInputToolChoiceMCPTool():
+                tool_choice = convert_mcp_tool_choice(
+                    chat_tool_names,
+                    responses_tool_choice.server_label,
+                    server_label_to_tools,
+                    tool_name,
+                )
+                if isinstance(tool_choice, dict):
+                    # for single tool choice, return as function tool choice
+                    return OpenAIChatCompletionToolChoiceFunctionTool(name=tool_choice["function"]["name"])
+                elif isinstance(tool_choice, list):
+                    # for multiple tool choices, return as allowed tools
+                    return OpenAIChatCompletionToolChoiceAllowedTools(
+                        tools=tool_choice,
+                        mode="required",
+                    )
diff --git a/src/llama_stack/providers/inline/agents/meta_reference/responses/types.py b/src/llama_stack/providers/inline/agents/meta_reference/responses/types.py
index f6efcee22..bc0dbbade 100644
--- a/src/llama_stack/providers/inline/agents/meta_reference/responses/types.py
+++ b/src/llama_stack/providers/inline/agents/meta_reference/responses/types.py
@@ -5,7 +5,7 @@
 # the root directory of this source tree.
 
 from dataclasses import dataclass
-from typing import cast
+from typing import Any, cast
 
 from openai.types.chat import ChatCompletionToolParam
 from pydantic import BaseModel
@@ -16,6 +16,7 @@ from llama_stack_api import (
     OpenAIResponseFormatParam,
     OpenAIResponseInput,
     OpenAIResponseInputTool,
+    OpenAIResponseInputToolChoice,
     OpenAIResponseInputToolFileSearch,
     OpenAIResponseInputToolFunction,
     OpenAIResponseInputToolMCP,
@@ -160,6 +161,8 @@ class ChatCompletionContext(BaseModel):
     temperature: float | None
     response_format: OpenAIResponseFormatParam
     tool_context: ToolContext | None
+    responses_tool_choice: OpenAIResponseInputToolChoice | None = None
+    chat_tool_choice: str | dict[str, Any] | None = None
     approval_requests: list[OpenAIResponseMCPApprovalRequest] = []
     approval_responses: dict[str, OpenAIResponseMCPApprovalResponse] = {}
 
@@ -172,6 +175,7 @@ class ChatCompletionContext(BaseModel):
         response_format: OpenAIResponseFormatParam,
         tool_context: ToolContext,
         inputs: list[OpenAIResponseInput] | str,
+        responses_tool_choice: OpenAIResponseInputToolChoice | None = None,
     ):
         super().__init__(
             model=model,
@@ -180,6 +184,7 @@ class ChatCompletionContext(BaseModel):
             temperature=temperature,
             response_format=response_format,
             tool_context=tool_context,
+            responses_tool_choice=responses_tool_choice,
         )
         if not isinstance(inputs, str):
             self.approval_requests = [input for input in inputs if input.type == "mcp_approval_request"]
diff --git a/src/llama_stack/providers/inline/agents/meta_reference/responses/utils.py b/src/llama_stack/providers/inline/agents/meta_reference/responses/utils.py
index 7bbf6bd30..863c57284 100644
--- a/src/llama_stack/providers/inline/agents/meta_reference/responses/utils.py
+++ b/src/llama_stack/providers/inline/agents/meta_reference/responses/utils.py
@@ -499,3 +499,28 @@ def extract_guardrail_ids(guardrails: list | None) -> list[str]:
             raise ValueError(f"Unknown guardrail format: {guardrail}, expected str or ResponseGuardrailSpec")
 
     return guardrail_ids
+
+
+def convert_mcp_tool_choice(
+    chat_tool_names: list[str],
+    server_label: str | None = None,
+    server_label_to_tools: dict[str, list[str]] | None = None,
+    tool_name: str | None = None,
+) -> dict[str, str] | list[dict[str, str]]:
+    """Convert a responses tool choice of type mcp to a chat completions compatible function tool choice."""
+
+    if tool_name:
+        if tool_name not in chat_tool_names:
+            return None
+        return {"type": "function", "function": {"name": tool_name}}
+
+    elif server_label and server_label_to_tools:
+        # no tool name specified, so we need to enforce an allowed_tools with the function tools derived only from the given server label
+        # Use reverse mapping for lookup by server_label
+        # This already accounts for allowed_tools restrictions applied during _process_mcp_tool
+        tool_names = server_label_to_tools.get(server_label, [])
+        if not tool_names:
+            return None
+        matching_tools = [{"type": "function", "function": {"name": tool_name}} for tool_name in tool_names]
+        return matching_tools
+    return []
diff --git a/src/llama_stack_api/__init__.py b/src/llama_stack_api/__init__.py
index b6fe2fd23..c1612886d 100644
--- a/src/llama_stack_api/__init__.py
+++ b/src/llama_stack_api/__init__.py
@@ -147,6 +147,10 @@ from .inference import (
     OpenAIChatCompletionTextOnlyMessageContent,
     OpenAIChatCompletionToolCall,
     OpenAIChatCompletionToolCallFunction,
+    OpenAIChatCompletionToolChoice,
+    OpenAIChatCompletionToolChoiceAllowedTools,
+    OpenAIChatCompletionToolChoiceCustomTool,
+    OpenAIChatCompletionToolChoiceFunctionTool,
     OpenAIChatCompletionUsage,
     OpenAIChatCompletionUsageCompletionTokensDetails,
     OpenAIChatCompletionUsagePromptTokensDetails,
@@ -239,6 +243,15 @@ from .openai_responses import (
     OpenAIResponseInputMessageContentImage,
     OpenAIResponseInputMessageContentText,
     OpenAIResponseInputTool,
+    OpenAIResponseInputToolChoice,
+    OpenAIResponseInputToolChoiceAllowedTools,
+    OpenAIResponseInputToolChoiceCustomTool,
+    OpenAIResponseInputToolChoiceFileSearch,
+    OpenAIResponseInputToolChoiceFunctionTool,
+    OpenAIResponseInputToolChoiceMCPTool,
+    OpenAIResponseInputToolChoiceMode,
+    OpenAIResponseInputToolChoiceObject,
+    OpenAIResponseInputToolChoiceWebSearch,
     OpenAIResponseInputToolFileSearch,
     OpenAIResponseInputToolFunction,
     OpenAIResponseInputToolMCP,
@@ -601,6 +614,10 @@ __all__ = [
     "OpenAIChatCompletionUsage",
     "OpenAIChatCompletionUsageCompletionTokensDetails",
     "OpenAIChatCompletionUsagePromptTokensDetails",
+    "OpenAIChatCompletionToolChoiceAllowedTools",
+    "OpenAIChatCompletionToolChoiceFunctionTool",
+    "OpenAIChatCompletionToolChoiceCustomTool",
+    "OpenAIChatCompletionToolChoice",
     "OpenAIChoice",
     "OpenAIChoiceDelta",
     "OpenAIChoiceLogprobs",
@@ -655,6 +672,15 @@ __all__ = [
     "OpenAIResponseInputToolFunction",
     "OpenAIResponseInputToolMCP",
     "OpenAIResponseInputToolWebSearch",
+    "OpenAIResponseInputToolChoice",
+    "OpenAIResponseInputToolChoiceAllowedTools",
+    "OpenAIResponseInputToolChoiceFileSearch",
+    "OpenAIResponseInputToolChoiceWebSearch",
+    "OpenAIResponseInputToolChoiceFunctionTool",
+    "OpenAIResponseInputToolChoiceMCPTool",
+    "OpenAIResponseInputToolChoiceCustomTool",
+    "OpenAIResponseInputToolChoiceMode",
+    "OpenAIResponseInputToolChoiceObject",
     "OpenAIResponseMCPApprovalRequest",
     "OpenAIResponseMCPApprovalResponse",
     "OpenAIResponseMessage",
diff --git a/src/llama_stack_api/agents.py b/src/llama_stack_api/agents.py
index 8d3b489e1..892116666 100644
--- a/src/llama_stack_api/agents.py
+++ b/src/llama_stack_api/agents.py
@@ -19,6 +19,7 @@ from .openai_responses import (
     OpenAIDeleteResponseObject,
     OpenAIResponseInput,
     OpenAIResponseInputTool,
+    OpenAIResponseInputToolChoice,
     OpenAIResponseObject,
     OpenAIResponseObjectStream,
     OpenAIResponsePrompt,
@@ -79,6 +80,7 @@ class Agents(Protocol):
         stream: bool | None = False,
         temperature: float | None = None,
         text: OpenAIResponseText | None = None,
+        tool_choice: OpenAIResponseInputToolChoice | None = None,
         tools: list[OpenAIResponseInputTool] | None = None,
         include: list[str] | None = None,
         max_infer_iters: int | None = 10,  # this is an extension to the OpenAI API
diff --git a/src/llama_stack_api/inference.py b/src/llama_stack_api/inference.py
index 4a169486a..f506bce53 100644
--- a/src/llama_stack_api/inference.py
+++ b/src/llama_stack_api/inference.py
@@ -555,6 +555,76 @@ OpenAIResponseFormatParam = Annotated[
 register_schema(OpenAIResponseFormatParam, name="OpenAIResponseFormatParam")
 
 
+@json_schema_type
+class FunctionToolConfig(BaseModel):
+    name: str
+
+
+@json_schema_type
+class OpenAIChatCompletionToolChoiceFunctionTool(BaseModel):
+    """Function tool choice for OpenAI-compatible chat completion requests.
+
+    :param type: Must be "function" to indicate function tool choice
+    :param function: The function tool configuration
+    """
+
+    type: Literal["function"] = "function"
+    function: FunctionToolConfig
+
+    def __init__(self, name: str):
+        super().__init__(type="function", function=FunctionToolConfig(name=name))
+
+
+@json_schema_type
+class CustomToolConfig(BaseModel):
+    name: str
+
+
+@json_schema_type
+class OpenAIChatCompletionToolChoiceCustomTool(BaseModel):
+    """Custom tool choice for OpenAI-compatible chat completion requests.
+
+    :param type: Must be "custom" to indicate custom tool choice
+    """
+
+    type: Literal["custom"] = "custom"
+    custom: CustomToolConfig
+
+    def __init__(self, name: str):
+        super().__init__(type="custom", custom=CustomToolConfig(name=name))
+
+
+@json_schema_type
+class AllowedToolsConfig(BaseModel):
+    tools: list[dict[str, Any]]
+    mode: Literal["auto", "required"]
+
+
+@json_schema_type
+class OpenAIChatCompletionToolChoiceAllowedTools(BaseModel):
+    """Allowed tools response format for OpenAI-compatible chat completion requests.
+
+    :param type: Must be "allowed_tools" to indicate allowed tools response format
+    """
+
+    type: Literal["allowed_tools"] = "allowed_tools"
+    allowed_tools: AllowedToolsConfig
+
+    def __init__(self, tools: list[dict[str, Any]], mode: Literal["auto", "required"]):
+        super().__init__(type="allowed_tools", allowed_tools=AllowedToolsConfig(tools=tools, mode=mode))
+
+
+# Define the object-level union with discriminator
+OpenAIChatCompletionToolChoice = Annotated[
+    OpenAIChatCompletionToolChoiceAllowedTools
+    | OpenAIChatCompletionToolChoiceFunctionTool
+    | OpenAIChatCompletionToolChoiceCustomTool,
+    Field(discriminator="type"),
+]
+
+register_schema(OpenAIChatCompletionToolChoice, name="OpenAIChatCompletionToolChoice")
+
+
 @json_schema_type
 class OpenAITopLogProb(BaseModel):
     """The top log probability for a token from an OpenAI-compatible chat completion response.
diff --git a/src/llama_stack_api/openai_responses.py b/src/llama_stack_api/openai_responses.py
index 177d2314a..0c427c4ea 100644
--- a/src/llama_stack_api/openai_responses.py
+++ b/src/llama_stack_api/openai_responses.py
@@ -5,6 +5,7 @@
 # the root directory of this source tree.
 
 from collections.abc import Sequence
+from enum import Enum
 from typing import Annotated, Any, Literal
 
 from pydantic import BaseModel, Field, model_validator
@@ -539,6 +540,98 @@ OpenAIResponseTool = Annotated[
 register_schema(OpenAIResponseTool, name="OpenAIResponseTool")
 
 
+@json_schema_type
+class OpenAIResponseInputToolChoiceAllowedTools(BaseModel):
+    """Constrains the tools available to the model to a pre-defined set.
+
+    :param mode: Constrains the tools available to the model to a pre-defined set
+    :param tools: A list of tool definitions that the model should be allowed to call
+    :param type: Tool choice type identifier, always "allowed_tools"
+    """
+
+    mode: Literal["auto", "required"] = "auto"
+    tools: list[dict[str, str]]
+    type: Literal["allowed_tools"] = "allowed_tools"
+
+
+@json_schema_type
+class OpenAIResponseInputToolChoiceFileSearch(BaseModel):
+    """Indicates that the model should use file search to generate a response.
+
+    :param type: Tool choice type identifier, always "file_search"
+    """
+
+    type: Literal["file_search"] = "file_search"
+
+
+@json_schema_type
+class OpenAIResponseInputToolChoiceWebSearch(OpenAIResponseInputToolWebSearch):
+    """Indicates that the model should use web search to generate a response.
+
+    This is an alias for OpenAIResponseInputToolWebSearch used in tool_choice context.
+    """
+
+
+@json_schema_type
+class OpenAIResponseInputToolChoiceFunctionTool(BaseModel):
+    """Forces the model to call a specific function.
+
+    :param name: The name of the function to call
+    :param type: Tool choice type identifier, always "function"
+    """
+
+    name: str
+    type: Literal["function"] = "function"
+
+
+@json_schema_type
+class OpenAIResponseInputToolChoiceMCPTool(BaseModel):
+    """Forces the model to call a specific tool on a remote MCP server
+
+    :param server_label: The label of the MCP server to use.
+    :param type: Tool choice type identifier, always "mcp"
+    :param name: (Optional) The name of the tool to call on the server.
+    """
+
+    server_label: str
+    type: Literal["mcp"] = "mcp"
+    name: str | None = None
+
+
+@json_schema_type
+class OpenAIResponseInputToolChoiceCustomTool(BaseModel):
+    """Forces the model to call a custom tool.
+
+    :param type: Tool choice type identifier, always "custom"
+    :param name: The name of the custom tool to call.
+    """
+
+    type: Literal["custom"] = "custom"
+    name: str
+
+
+class OpenAIResponseInputToolChoiceMode(str, Enum):
+    auto = "auto"
+    required = "required"
+    none = "none"
+
+
+OpenAIResponseInputToolChoiceObject = Annotated[
+    OpenAIResponseInputToolChoiceAllowedTools
+    | OpenAIResponseInputToolChoiceFileSearch
+    | OpenAIResponseInputToolChoiceWebSearch
+    | OpenAIResponseInputToolChoiceFunctionTool
+    | OpenAIResponseInputToolChoiceMCPTool
+    | OpenAIResponseInputToolChoiceCustomTool,
+    Field(discriminator="type"),
+]
+
+# 3. Final Union without registration or None (Keep it clean)
+OpenAIResponseInputToolChoice = OpenAIResponseInputToolChoiceMode | OpenAIResponseInputToolChoiceObject
+
+register_schema(OpenAIResponseInputToolChoice, name="OpenAIResponseInputToolChoice")
+
+
 class OpenAIResponseUsageOutputTokensDetails(BaseModel):
     """Token details for output tokens in OpenAI response usage.
 
@@ -593,6 +686,7 @@ class OpenAIResponseObject(BaseModel):
     :param text: Text formatting configuration for the response
     :param top_p: (Optional) Nucleus sampling parameter used for generation
     :param tools: (Optional) An array of tools the model may call while generating a response.
+    :param tool_choice: (Optional) Tool choice configuration for the response.
     :param truncation: (Optional) Truncation strategy applied to the response
     :param usage: (Optional) Token usage information for the response
     :param instructions: (Optional) System message inserted into the model's context
@@ -616,6 +710,7 @@ class OpenAIResponseObject(BaseModel):
     text: OpenAIResponseText = OpenAIResponseText(format=OpenAIResponseTextFormat(type="text"))
     top_p: float | None = None
     tools: Sequence[OpenAIResponseTool] | None = None
+    tool_choice: OpenAIResponseInputToolChoice | None = None
     truncation: str | None = None
     usage: OpenAIResponseUsage | None = None
     instructions: str | None = None