openapi: 3.1.0
info:
  title: Llama Stack API
  description: A comprehensive API for building and deploying AI applications
  version: 1.0.0
servers:
- url: https://api.llamastack.com
  description: Production server
- url: https://staging-api.llamastack.com
  description: Staging server
paths:
  /v1/batches:
    get:
      tags:
      - Batches
      summary: List all batches for the current user.
      description: List all batches for the current user.
      operationId: list_batches_v1_batches_get
      parameters:
      - name: after
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: A cursor for pagination; returns batches after this batch ID.
          title: After
        description: A cursor for pagination; returns batches after this batch ID.
      - name: limit
        in: query
        required: false
        schema:
          type: integer
          maximum: 100
          minimum: 1
          description: Number of batches to return (default 20, max 100).
          default: 20
          title: Limit
        description: Number of batches to return (default 20, max 100).
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListBatchesResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    post:
      tags:
      - Batches
      summary: Create a new batch for processing multiple API requests.
      description: Create a new batch for processing multiple API requests.
      operationId: create_batch_v1_batches_post
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateBatchRequest'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Batch'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/batches/{batch_id}:
    get:
      tags:
      - Batches
      summary: Retrieve information about a specific batch.
      description: Retrieve information about a specific batch.
      operationId: retrieve_batch_v1_batches__batch_id__get
      parameters:
      - name: batch_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the batch to retrieve.
          title: Batch Id
        description: The ID of the batch to retrieve.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Batch'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/batches/{batch_id}/cancel:
    post:
      tags:
      - Batches
      summary: Cancel a batch that is in progress.
      description: Cancel a batch that is in progress.
      operationId: cancel_batch_v1_batches__batch_id__cancel_post
      parameters:
      - name: batch_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the batch to cancel.
          title: Batch Id
        description: The ID of the batch to cancel.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Batch'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/chat/completions:
    get:
      tags:
      - Inference
      summary: List chat completions.
      description: List chat completions.
      operationId: list_chat_completions_v1_chat_completions_get
      parameters:
      - name: after
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: The ID of the last chat completion to return.
          title: After
        description: The ID of the last chat completion to return.
      - name: limit
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: 'null'
          description: The maximum number of chat completions to return.
          default: 20
          title: Limit
        description: The maximum number of chat completions to return.
      - name: model
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: The model to filter by.
          title: Model
        description: The model to filter by.
      - name: order
        in: query
        required: false
        schema:
          anyOf:
          - $ref: '#/components/schemas/Order'
          - type: 'null'
          description: "The order to sort the chat completions by: 'asc' or 'desc'. Defaults to 'desc'."
          default: desc
          title: Order
        description: "The order to sort the chat completions by: 'asc' or 'desc'. Defaults to 'desc'."
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListOpenAIChatCompletionResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    post:
      tags:
      - Inference
      summary: Create chat completions.
      description: Create chat completions.
      operationId: openai_chat_completion_v1_chat_completions_post
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/OpenAIChatCompletionRequestWithExtraBody'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/chat/completions/{completion_id}:
    get:
      tags:
      - Inference
      summary: Get chat completion.
      description: Get chat completion.
      operationId: get_chat_completion_v1_chat_completions__completion_id__get
      parameters:
      - name: completion_id
        in: path
        required: true
        schema:
          type: string
          description: ID of the chat completion.
          title: Completion Id
        description: ID of the chat completion.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OpenAICompletionWithInputMessages'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/completions:
    post:
      tags:
      - Inference
      summary: Create completion.
      description: Create completion.
      operationId: openai_completion_v1_completions_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/OpenAICompletionRequestWithExtraBody'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OpenAICompletion'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/conversations:
    post:
      tags:
      - Conversations
      summary: Create a conversation
      description: Create a conversation
      operationId: create_conversation_v1_conversations_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ConversationCreateRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Conversation'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/conversations/{conversation_id}:
    delete:
      tags:
      - Conversations
      summary: Delete a conversation
      description: Delete a conversation with the given ID
      operationId: openai_delete_conversation_v1_conversations__conversation_id__delete
      parameters:
      - name: conversation_id
        in: path
        required: true
        schema:
          type: string
          description: The conversation identifier
          title: Conversation Id
        description: The conversation identifier
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ConversationDeletedResource'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    get:
      tags:
      - Conversations
      summary: Retrieve a conversation
      description: Get a conversation with the given ID
      operationId: get_conversation_v1_conversations__conversation_id__get
      parameters:
      - name: conversation_id
        in: path
        required: true
        schema:
          type: string
          description: The conversation identifier
          title: Conversation Id
        description: The conversation identifier
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Conversation'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    post:
      tags:
      - Conversations
      summary: Update a conversation
      description: Update a conversation's metadata with the given ID
      operationId: update_conversation_v1_conversations__conversation_id__post
      parameters:
      - name: conversation_id
        in: path
        required: true
        schema:
          type: string
          description: The conversation identifier
          title: Conversation Id
        description: The conversation identifier
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ConversationUpdateRequest'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Conversation'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/conversations/{conversation_id}/items:
    get:
      tags:
      - Conversations
      summary: List items
      description: List items in the conversation
      operationId: list_items_v1_conversations__conversation_id__items_get
      parameters:
      - name: conversation_id
        in: path
        required: true
        schema:
          type: string
          description: The conversation identifier
          title: Conversation Id
        description: The conversation identifier
      - name: after
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: An item ID to list items after, used in pagination
          title: After
        description: An item ID to list items after, used in pagination
      - name: include
        in: query
        required: false
        schema:
          anyOf:
          - type: array
            items:
              $ref: '#/components/schemas/ConversationItemInclude'
          - type: 'null'
          description: Specify additional output data to include in the response
          title: Include
        description: Specify additional output data to include in the response
      - name: limit
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: 'null'
          description: A limit on the number of objects to be returned (1-100, default 20)
          title: Limit
        description: A limit on the number of objects to be returned (1-100, default 20)
      - name: order
        in: query
        required: false
        schema:
          anyOf:
          - enum:
            - asc
            - desc
            type: string
          - type: 'null'
          description: The order to return items in (asc or desc, default desc)
          title: Order
        description: The order to return items in (asc or desc, default desc)
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ConversationItemList'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    post:
      tags:
      - Conversations
      summary: Create items
      description: Create items in the conversation
      operationId: add_items_v1_conversations__conversation_id__items_post
      parameters:
      - name: conversation_id
        in: path
        required: true
        schema:
          type: string
          description: The conversation identifier
          title: Conversation Id
        description: The conversation identifier
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ConversationItemCreateRequest'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ConversationItemList'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/conversations/{conversation_id}/items/{item_id}:
    delete:
      tags:
      - Conversations
      summary: Delete an item
      description: Delete a conversation item
      operationId: openai_delete_conversation_item_v1_conversations__conversation_id__items__item_id__delete
      parameters:
      - name: conversation_id
        in: path
        required: true
        schema:
          type: string
          description: The conversation identifier
          title: Conversation Id
        description: The conversation identifier
      - name: item_id
        in: path
        required: true
        schema:
          type: string
          description: The item identifier
          title: Item Id
        description: The item identifier
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ConversationItemDeletedResource'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    get:
      tags:
      - Conversations
      summary: Retrieve an item
      description: Retrieve a conversation item
      operationId: retrieve_v1_conversations__conversation_id__items__item_id__get
      parameters:
      - name: conversation_id
        in: path
        required: true
        schema:
          type: string
          description: The conversation identifier
          title: Conversation Id
        description: The conversation identifier
      - name: item_id
        in: path
        required: true
        schema:
          type: string
          description: The item identifier
          title: Item Id
        description: The item identifier
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                oneOf:
                - $ref: '#/components/schemas/OpenAIResponseMessage-Output'
                - $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-Output'
                    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'
                title: Response Retrieve V1 Conversations  Conversation Id  Items  Item Id  Get
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/embeddings:
    post:
      tags:
      - Inference
      summary: Create embeddings.
      description: Create embeddings.
      operationId: openai_embeddings_v1_embeddings_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/OpenAIEmbeddingsRequestWithExtraBody'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OpenAIEmbeddingsResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/files:
    get:
      tags:
      - Files
      summary: List files.
      description: Returns a list of files that belong to the user's organization.
      operationId: openai_list_files_v1_files_get
      parameters:
      - name: after
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: A cursor for use in pagination. `after` is an object ID that defines your place in the list.
          title: After
        description: A cursor for use in pagination. `after` is an object ID that defines your place in the list.
      - name: limit
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: 'null'
          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.
          default: 10000
          title: Limit
        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.
      - name: order
        in: query
        required: false
        schema:
          anyOf:
          - $ref: '#/components/schemas/Order'
          - type: 'null'
          description: Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.
          default: desc
          title: Order
        description: Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.
      - name: purpose
        in: query
        required: false
        schema:
          anyOf:
          - $ref: '#/components/schemas/OpenAIFilePurpose'
          - type: 'null'
          description: Only return files with the given purpose.
          title: Purpose
        description: Only return files with the given purpose.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListOpenAIFileResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    post:
      tags:
      - Files
      summary: Upload file.
      description: Upload a file that can be used across various endpoints.
      operationId: openai_upload_file_v1_files_post
      requestBody:
        required: true
        content:
          multipart/form-data:
            schema:
              $ref: '#/components/schemas/Body_openai_upload_file_v1_files_post'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OpenAIFileObject'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/files/{file_id}:
    delete:
      tags:
      - Files
      summary: Delete file.
      description: Delete a file.
      operationId: openai_delete_file_v1_files__file_id__delete
      parameters:
      - name: file_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the file to use for this request.
          title: File Id
        description: The ID of the file to use for this request.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OpenAIFileDeleteResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    get:
      tags:
      - Files
      summary: Retrieve file.
      description: Returns information about a specific file.
      operationId: openai_retrieve_file_v1_files__file_id__get
      parameters:
      - name: file_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the file to use for this request.
          title: File Id
        description: The ID of the file to use for this request.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OpenAIFileObject'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/files/{file_id}/content:
    get:
      tags:
      - Files
      summary: Retrieve file content.
      description: Returns the contents of the specified file.
      operationId: openai_retrieve_file_content_v1_files__file_id__content_get
      parameters:
      - name: file_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the file to use for this request.
          title: File Id
        description: The ID of the file to use for this request.
      responses:
        '200':
          description: Successful Response
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/health:
    get:
      tags:
      - Inspect
      summary: Get health status.
      description: Get the current health status of the service.
      operationId: health_v1_health_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HealthInfo'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/inspect/routes:
    get:
      tags:
      - Inspect
      summary: List routes.
      description: List all available API routes with their methods and implementing providers.
      operationId: list_routes_v1_inspect_routes_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListRoutesResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/models:
    get:
      tags:
      - Models
      summary: List all models.
      description: List all models registered in Llama Stack.
      operationId: list_models_v1_models_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListModelsResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    post:
      tags:
      - Models
      summary: Register model.
      description: Register a new model in Llama Stack.
      operationId: register_model_v1_models_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/RegisterModelRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Model'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/models/{model_id}:
    delete:
      tags:
      - Models
      summary: Unregister model.
      description: Unregister a model from Llama Stack.
      operationId: unregister_model_v1_models__model_id__delete
      parameters:
      - name: model_id
        in: path
        required: true
        schema:
          type: string
          description: The identifier of the model to unregister.
          title: Model Id
        description: The identifier of the model to unregister.
      responses:
        '204':
          description: Successful Response
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    get:
      tags:
      - Models
      summary: Get model.
      description: Get a model by its identifier.
      operationId: get_model_v1_models__model_id__get
      parameters:
      - name: model_id
        in: path
        required: true
        schema:
          type: string
          description: The identifier of the model to get.
          title: Model Id
        description: The identifier of the model to get.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Model'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/moderations:
    post:
      tags:
      - Safety
      summary: Create moderation.
      description: Classifies if text and/or image inputs are potentially harmful.
      operationId: run_moderation_v1_moderations_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/RunModerationRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ModerationObject'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/prompts:
    get:
      tags:
      - Prompts
      summary: List all prompts
      description: List all prompts registered in Llama Stack
      operationId: list_prompts_v1_prompts_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListPromptsResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    post:
      tags:
      - Prompts
      summary: Create prompt
      description: Create a new prompt
      operationId: create_prompt_v1_prompts_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreatePromptRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Prompt'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/prompts/{prompt_id}:
    delete:
      tags:
      - Prompts
      summary: Delete prompt
      description: Delete a prompt
      operationId: delete_prompt_v1_prompts__prompt_id__delete
      parameters:
      - name: prompt_id
        in: path
        required: true
        schema:
          type: string
          description: The identifier of the prompt to delete
          title: Prompt Id
        description: The identifier of the prompt to delete
      responses:
        '204':
          description: Successful Response
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    get:
      tags:
      - Prompts
      summary: Get prompt
      description: Get a prompt by its identifier and optional version
      operationId: get_prompt_v1_prompts__prompt_id__get
      parameters:
      - name: prompt_id
        in: path
        required: true
        schema:
          type: string
          description: The identifier of the prompt to get
          title: Prompt Id
        description: The identifier of the prompt to get
      - name: version
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: 'null'
          description: The version of the prompt to get (defaults to latest)
          title: Version
        description: The version of the prompt to get (defaults to latest)
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Prompt'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    post:
      tags:
      - Prompts
      summary: Update prompt
      description: Update an existing prompt (increments version)
      operationId: update_prompt_v1_prompts__prompt_id__post
      parameters:
      - name: prompt_id
        in: path
        required: true
        schema:
          type: string
          description: The identifier of the prompt to update
          title: Prompt Id
        description: The identifier of the prompt to update
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/UpdatePromptRequest'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Prompt'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/prompts/{prompt_id}/set-default-version:
    post:
      tags:
      - Prompts
      summary: Set prompt version
      description: Set which version of a prompt should be the default in get_prompt (latest)
      operationId: set_default_version_v1_prompts__prompt_id__set_default_version_post
      parameters:
      - name: prompt_id
        in: path
        required: true
        schema:
          type: string
          description: The identifier of the prompt
          title: Prompt Id
        description: The identifier of the prompt
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/SetDefaultVersionRequest'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Prompt'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/prompts/{prompt_id}/versions:
    get:
      tags:
      - Prompts
      summary: List prompt versions
      description: List all versions of a specific prompt
      operationId: list_prompt_versions_v1_prompts__prompt_id__versions_get
      parameters:
      - name: prompt_id
        in: path
        required: true
        schema:
          type: string
          description: The identifier of the prompt to list versions for
          title: Prompt Id
        description: The identifier of the prompt to list versions for
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListPromptsResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/providers:
    get:
      tags:
      - Providers
      summary: List providers
      description: List all available providers
      operationId: list_providers_v1_providers_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListProvidersResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/providers/{provider_id}:
    get:
      tags:
      - Providers
      summary: Get provider
      description: Get detailed information about a specific provider
      operationId: inspect_provider_v1_providers__provider_id__get
      parameters:
      - name: provider_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the provider to inspect
          title: Provider Id
        description: The ID of the provider to inspect
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ProviderInfo'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/responses:
    get:
      tags:
      - Agents
      summary: List all responses.
      description: List all responses.
      operationId: list_openai_responses_v1_responses_get
      parameters:
      - name: after
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: The ID of the last response to return.
          title: After
        description: The ID of the last response to return.
      - name: limit
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: 'null'
          description: The number of responses to return.
          default: 50
          title: Limit
        description: The number of responses to return.
      - name: model
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: The model to filter responses by.
          title: Model
        description: The model to filter responses by.
      - name: order
        in: query
        required: false
        schema:
          anyOf:
          - $ref: '#/components/schemas/Order'
          - type: 'null'
          description: The order to sort responses by when sorted by created_at ('asc' or 'desc').
          default: desc
          title: Order
        description: The order to sort responses by when sorted by created_at ('asc' or 'desc').
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListOpenAIResponseObject'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    post:
      tags:
      - Agents
      summary: Create a model response.
      description: Create a model response.
      operationId: create_openai_response_v1_responses_post
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateOpenAIResponseRequest'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/responses/{response_id}:
    delete:
      tags:
      - Agents
      summary: Delete a response.
      description: Delete a response.
      operationId: delete_openai_response_v1_responses__response_id__delete
      parameters:
      - name: response_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the OpenAI response to delete.
          title: Response Id
        description: The ID of the OpenAI response to delete.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OpenAIDeleteResponseObject'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    get:
      tags:
      - Agents
      summary: Get a model response.
      description: Get a model response.
      operationId: get_openai_response_v1_responses__response_id__get
      parameters:
      - name: response_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the OpenAI response to retrieve.
          title: Response Id
        description: The ID of the OpenAI response to retrieve.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/OpenAIResponseObject'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/responses/{response_id}/input_items:
    get:
      tags:
      - Agents
      summary: List input items.
      description: List input items.
      operationId: list_openai_response_input_items_v1_responses__response_id__input_items_get
      parameters:
      - name: response_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the response to retrieve input items for.
          title: Response Id
        description: The ID of the response to retrieve input items for.
      - name: after
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: An item ID to list items after, used for pagination.
          title: After
        description: An item ID to list items after, used for pagination.
      - name: before
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: An item ID to list items before, used for pagination.
          title: Before
        description: An item ID to list items before, used for pagination.
      - name: include
        in: query
        required: false
        schema:
          anyOf:
          - type: array
            items:
              type: string
          - type: 'null'
          description: Additional fields to include in the response.
          title: Include
        description: Additional fields to include in the response.
      - name: limit
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
            maximum: 100
            minimum: 1
          - type: 'null'
          description: A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.
          default: 20
          title: Limit
        description: A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.
      - name: order
        in: query
        required: false
        schema:
          anyOf:
          - $ref: '#/components/schemas/Order'
          - type: 'null'
          description: The order to return the input items in. Default is desc.
          default: desc
          title: Order
        description: The order to return the input items in. Default is desc.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListOpenAIResponseInputItem'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/safety/run-shield:
    post:
      tags:
      - Safety
      summary: Run shield.
      description: Run a shield.
      operationId: run_shield_v1_safety_run_shield_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/RunShieldRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/RunShieldResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/scoring-functions:
    get:
      tags:
      - Scoring Functions
      summary: List all scoring functions
      description: List all scoring functions
      operationId: list_scoring_functions_v1_scoring_functions_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListScoringFunctionsResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    post:
      tags:
      - Scoring Functions
      summary: Register a scoring function
      description: Register a scoring function
      operationId: register_scoring_function_v1_scoring_functions_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/RegisterScoringFunctionRequest'
        required: true
      responses:
        '204':
          description: Successful Response
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/scoring-functions/{scoring_fn_id}:
    delete:
      tags:
      - Scoring Functions
      summary: Unregister a scoring function
      description: Unregister a scoring function
      operationId: unregister_scoring_function_v1_scoring_functions__scoring_fn_id__delete
      parameters:
      - name: scoring_fn_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the scoring function to unregister
          title: Scoring Fn Id
        description: The ID of the scoring function to unregister
      responses:
        '204':
          description: Successful Response
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    get:
      tags:
      - Scoring Functions
      summary: Get a scoring function by its ID
      description: Get a scoring function by its ID
      operationId: get_scoring_function_v1_scoring_functions__scoring_fn_id__get
      parameters:
      - name: scoring_fn_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the scoring function to get
          title: Scoring Fn Id
        description: The ID of the scoring function to get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ScoringFn'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/scoring/score:
    post:
      tags:
      - Scoring
      summary: Score a list of rows
      description: Score a list of rows
      operationId: score_v1_scoring_score_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ScoreRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ScoreResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/scoring/score-batch:
    post:
      tags:
      - Scoring
      summary: Score a batch of rows
      description: Score a batch of rows from a dataset
      operationId: score_batch_v1_scoring_score_batch_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ScoreBatchRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ScoreBatchResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/shields:
    get:
      tags:
      - Shields
      summary: List all shields
      description: List all shields
      operationId: list_shields_v1_shields_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListShieldsResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    post:
      tags:
      - Shields
      summary: Register a shield
      description: Register a shield
      operationId: register_shield_v1_shields_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/RegisterShieldRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Shield'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/shields/{identifier}:
    delete:
      tags:
      - Shields
      summary: Unregister a shield
      description: Unregister a shield
      operationId: unregister_shield_v1_shields__identifier__delete
      parameters:
      - name: identifier
        in: path
        required: true
        schema:
          type: string
          description: The identifier of the shield to unregister
          title: Identifier
        description: The identifier of the shield to unregister
      responses:
        '204':
          description: Successful Response
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    get:
      tags:
      - Shields
      summary: Get a shield by its identifier
      description: Get a shield by its identifier
      operationId: get_shield_v1_shields__identifier__get
      parameters:
      - name: identifier
        in: path
        required: true
        schema:
          type: string
          description: The identifier of the shield to get
          title: Identifier
        description: The identifier of the shield to get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Shield'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/tool-runtime/invoke:
    post:
      tags:
      - Tool Runtime
      summary: Run a tool with the given arguments
      description: Run a tool with the given arguments
      operationId: invoke_tool_v1_tool_runtime_invoke_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/InvokeToolRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ToolInvocationResult'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/tool-runtime/list-tools:
    get:
      tags:
      - Tool Runtime
      summary: List all tools in the runtime
      description: List all tools in the runtime
      operationId: list_runtime_tools_v1_tool_runtime_list_tools_get
      parameters:
      - name: tool_group_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: The ID of the tool group to list tools for
          title: Tool Group Id
        description: The ID of the tool group to list tools for
      - name: mcp_endpoint
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: The MCP endpoint URL to use for the tool group
          title: Mcp Endpoint
        description: The MCP endpoint URL to use for the tool group
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListToolDefsResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/tool-runtime/rag-tool/insert:
    post:
      tags:
      - Tool Runtime
      summary: Insert documents into the RAG system.
      description: Index documents so they can be used by the RAG system.
      operationId: rag_tool_insert_v1_tool_runtime_rag_tool_insert_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/Body_rag_tool_insert_v1_tool_runtime_rag_tool_insert_post'
        required: true
      responses:
        '204':
          description: Successful Response
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/tool-runtime/rag-tool/query:
    post:
      tags:
      - Tool Runtime
      summary: Query the RAG system for context.
      description: Query the RAG system for context; typically invoked by the agent.
      operationId: rag_tool_query_v1_tool_runtime_rag_tool_query_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/Body_rag_tool_query_v1_tool_runtime_rag_tool_query_post'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/RAGQueryResult'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/toolgroups:
    get:
      tags:
      - Tool Groups
      summary: List tool groups
      description: List tool groups with optional provider
      operationId: list_tool_groups_v1_toolgroups_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListToolGroupsResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    post:
      tags:
      - Tool Groups
      summary: Register a tool group
      description: Register a tool group
      operationId: register_tool_group_v1_toolgroups_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/RegisterToolGroupRequest'
        required: true
      responses:
        '204':
          description: Successful Response
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/toolgroups/{toolgroup_id}:
    delete:
      tags:
      - Tool Groups
      summary: Unregister a tool group
      description: Unregister a tool group
      operationId: unregister_toolgroup_v1_toolgroups__toolgroup_id__delete
      parameters:
      - name: toolgroup_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the tool group to unregister
          title: Toolgroup Id
        description: The ID of the tool group to unregister
      responses:
        '204':
          description: Successful Response
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    get:
      tags:
      - Tool Groups
      summary: Get a tool group by its ID
      description: Get a tool group by its ID
      operationId: get_tool_group_v1_toolgroups__toolgroup_id__get
      parameters:
      - name: toolgroup_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the tool group to get
          title: Toolgroup Id
        description: The ID of the tool group to get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ToolGroup'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/tools:
    get:
      tags:
      - Tool Groups
      summary: List tools
      description: List tools with optional tool group
      operationId: list_tools_v1_tools_get
      parameters:
      - name: toolgroup_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: The ID of the tool group to list tools for
          title: Toolgroup Id
        description: The ID of the tool group to list tools for
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListToolDefsResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/tools/{tool_name}:
    get:
      tags:
      - Tool Groups
      summary: Get a tool by its name
      description: Get a tool by its name
      operationId: get_tool_v1_tools__tool_name__get
      parameters:
      - name: tool_name
        in: path
        required: true
        schema:
          type: string
          description: The name of the tool to get
          title: Tool Name
        description: The name of the tool to get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ToolDef'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/vector-io/insert:
    post:
      tags:
      - Vector IO
      summary: Insert chunks into a vector database.
      description: Insert chunks into a vector database.
      operationId: insert_chunks_v1_vector_io_insert_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/InsertChunksRequest'
        required: true
      responses:
        '204':
          description: Successful Response
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/vector-io/query:
    post:
      tags:
      - Vector IO
      summary: Query chunks from a vector database.
      description: Query chunks from a vector database.
      operationId: query_chunks_v1_vector_io_query_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/QueryChunksRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/QueryChunksResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/vector_stores:
    get:
      tags:
      - Vector IO
      summary: Returns a list of vector stores.
      description: Returns a list of vector stores.
      operationId: openai_list_vector_stores_v1_vector_stores_get
      parameters:
      - name: limit
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
            maximum: 100
            minimum: 1
          - type: 'null'
          description: A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.
          default: 20
          title: Limit
        description: A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.
      - name: order
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.
          default: desc
          title: Order
        description: Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.
      - name: after
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: A cursor for use in pagination. `after` is an object ID that defines your place in the list.
          title: After
        description: A cursor for use in pagination. `after` is an object ID that defines your place in the list.
      - name: before
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: A cursor for use in pagination. `before` is an object ID that defines your place in the list.
          title: Before
        description: A cursor for use in pagination. `before` is an object ID that defines your place in the list.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreListResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    post:
      tags:
      - Vector IO
      summary: Creates a vector store.
      description: Creates a vector store.
      operationId: openai_create_vector_store_v1_vector_stores_post
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/OpenAICreateVectorStoreRequestWithExtraBody'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreObject'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/vector_stores/{vector_store_id}:
    delete:
      tags:
      - Vector IO
      summary: Delete a vector store.
      description: Delete a vector store.
      operationId: openai_delete_vector_store_v1_vector_stores__vector_store_id__delete
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the vector store to delete.
          title: Vector Store Id
        description: The ID of the vector store to delete.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreDeleteResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    get:
      tags:
      - Vector IO
      summary: Retrieves a vector store.
      description: Retrieves a vector store.
      operationId: openai_retrieve_vector_store_v1_vector_stores__vector_store_id__get
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the vector store to retrieve.
          title: Vector Store Id
        description: The ID of the vector store to retrieve.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreObject'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    post:
      tags:
      - Vector IO
      summary: Updates a vector store.
      description: Updates a vector store.
      operationId: openai_update_vector_store_v1_vector_stores__vector_store_id__post
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the vector store to update.
          title: Vector Store Id
        description: The ID of the vector store to update.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/VectorStoreModifyRequest'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreObject'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/vector_stores/{vector_store_id}/file_batches:
    post:
      tags:
      - Vector IO
      summary: Create a vector store file batch.
      description: Create a vector store file batch.
      operationId: openai_create_vector_store_file_batch_v1_vector_stores__vector_store_id__file_batches_post
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the vector store to create the file batch for.
          title: Vector Store Id
        description: The ID of the vector store to create the file batch for.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/OpenAICreateVectorStoreFileBatchRequestWithExtraBody'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreFileBatchObject'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/vector_stores/{vector_store_id}/file_batches/{batch_id}:
    get:
      tags:
      - Vector IO
      summary: Retrieve a vector store file batch.
      description: Retrieve a vector store file batch.
      operationId: openai_retrieve_vector_store_file_batch_v1_vector_stores__vector_store_id__file_batches__batch_id__get
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the vector store containing the file batch.
          title: Vector Store Id
        description: The ID of the vector store containing the file batch.
      - name: batch_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the file batch to retrieve.
          title: Batch Id
        description: The ID of the file batch to retrieve.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreFileBatchObject'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/vector_stores/{vector_store_id}/file_batches/{batch_id}/cancel:
    post:
      tags:
      - Vector IO
      summary: Cancels a vector store file batch.
      description: Cancels a vector store file batch.
      operationId: openai_cancel_vector_store_file_batch_v1_vector_stores__vector_store_id__file_batches__batch_id__cancel_post
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the vector store containing the file batch.
          title: Vector Store Id
        description: The ID of the vector store containing the file batch.
      - name: batch_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the file batch to cancel.
          title: Batch Id
        description: The ID of the file batch to cancel.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreFileBatchObject'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/vector_stores/{vector_store_id}/file_batches/{batch_id}/files:
    get:
      tags:
      - Vector IO
      summary: Returns a list of vector store files in a batch.
      description: Returns a list of vector store files in a batch.
      operationId: openai_list_files_in_vector_store_file_batch_v1_vector_stores__vector_store_id__file_batches__batch_id__files_get
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the vector store containing the file batch.
          title: Vector Store Id
        description: The ID of the vector store containing the file batch.
      - name: batch_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the file batch to list files from.
          title: Batch Id
        description: The ID of the file batch to list files from.
      - name: after
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: A cursor for use in pagination. `after` is an object ID that defines your place in the list.
          title: After
        description: A cursor for use in pagination. `after` is an object ID that defines your place in the list.
      - name: before
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: A cursor for use in pagination. `before` is an object ID that defines your place in the list.
          title: Before
        description: A cursor for use in pagination. `before` is an object ID that defines your place in the list.
      - name: filter
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Filter by file status. One of in_progress, completed, failed, cancelled.
          title: Filter
        description: Filter by file status. One of in_progress, completed, failed, cancelled.
      - name: limit
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
            maximum: 100
            minimum: 1
          - type: 'null'
          description: A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.
          default: 20
          title: Limit
        description: A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.
      - name: order
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.
          default: desc
          title: Order
        description: Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreFilesListInBatchResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/vector_stores/{vector_store_id}/files:
    get:
      tags:
      - Vector IO
      summary: List files in a vector store.
      description: List files in a vector store.
      operationId: openai_list_files_in_vector_store_v1_vector_stores__vector_store_id__files_get
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the vector store to list files from.
          title: Vector Store Id
        description: The ID of the vector store to list files from.
      - name: limit
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
            maximum: 100
            minimum: 1
          - type: 'null'
          description: A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.
          default: 20
          title: Limit
        description: A limit on the number of objects to be returned. Limit can range between 1 and 100, and the default is 20.
      - name: order
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.
          default: desc
          title: Order
        description: Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for descending order.
      - name: after
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: A cursor for use in pagination. `after` is an object ID that defines your place in the list.
          title: After
        description: A cursor for use in pagination. `after` is an object ID that defines your place in the list.
      - name: before
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: A cursor for use in pagination. `before` is an object ID that defines your place in the list.
          title: Before
        description: A cursor for use in pagination. `before` is an object ID that defines your place in the list.
      - name: filter
        in: query
        required: false
        schema:
          anyOf:
          - const: completed
            type: string
          - const: in_progress
            type: string
          - const: cancelled
            type: string
          - const: failed
            type: string
          - type: 'null'
          description: Filter by file status to only return files with the specified status.
          title: Filter
        description: Filter by file status to only return files with the specified status.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreListFilesResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    post:
      tags:
      - Vector IO
      summary: Attach a file to a vector store.
      description: Attach a file to a vector store.
      operationId: openai_attach_file_to_vector_store_v1_vector_stores__vector_store_id__files_post
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the vector store to attach the file to.
          title: Vector Store Id
        description: The ID of the vector store to attach the file to.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/Body_openai_attach_file_to_vector_store_v1_vector_stores__vector_store_id__files_post'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreFileObject'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/vector_stores/{vector_store_id}/files/{file_id}:
    delete:
      tags:
      - Vector IO
      summary: Delete a vector store file.
      description: Delete a vector store file.
      operationId: openai_delete_vector_store_file_v1_vector_stores__vector_store_id__files__file_id__delete
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the vector store containing the file to delete.
          title: Vector Store Id
        description: The ID of the vector store containing the file to delete.
      - name: file_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the file to delete.
          title: File Id
        description: The ID of the file to delete.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreFileDeleteResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    get:
      tags:
      - Vector IO
      summary: Retrieves a vector store file.
      description: Retrieves a vector store file.
      operationId: openai_retrieve_vector_store_file_v1_vector_stores__vector_store_id__files__file_id__get
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the vector store containing the file to retrieve.
          title: Vector Store Id
        description: The ID of the vector store containing the file to retrieve.
      - name: file_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the file to retrieve.
          title: File Id
        description: The ID of the file to retrieve.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreFileObject'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
    post:
      tags:
      - Vector IO
      summary: Updates a vector store file.
      description: Updates a vector store file.
      operationId: openai_update_vector_store_file_v1_vector_stores__vector_store_id__files__file_id__post
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the vector store containing the file to update.
          title: Vector Store Id
        description: The ID of the vector store containing the file to update.
      - name: file_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the file to update.
          title: File Id
        description: The ID of the file to update.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              additionalProperties: true
              description: The updated key-value attributes to store with the file.
              title: Attributes
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreFileObject'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/vector_stores/{vector_store_id}/files/{file_id}/content:
    get:
      tags:
      - Vector IO
      summary: Retrieves the contents of a vector store file.
      description: Retrieves the contents of a vector store file.
      operationId: openai_retrieve_vector_store_file_contents_v1_vector_stores__vector_store_id__files__file_id__content_get
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the vector store containing the file to retrieve.
          title: Vector Store Id
        description: The ID of the vector store containing the file to retrieve.
      - name: file_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the file to retrieve.
          title: File Id
        description: The ID of the file to retrieve.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreFileContentsResponse'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/vector_stores/{vector_store_id}/search:
    post:
      tags:
      - Vector IO
      summary: Search for chunks in a vector store.
      description: Search for chunks in a vector store.
      operationId: openai_search_vector_store_v1_vector_stores__vector_store_id__search_post
      parameters:
      - name: vector_store_id
        in: path
        required: true
        schema:
          type: string
          description: The ID of the vector store to search.
          title: Vector Store Id
        description: The ID of the vector store to search.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/Body_openai_search_vector_store_v1_vector_stores__vector_store_id__search_post'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStoreSearchResponsePage'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
  /v1/version:
    get:
      tags:
      - Inspect
      summary: Get version.
      description: Get the version of the service.
      operationId: version_v1_version_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VersionInfo'
        '400':
          description: The request was invalid or malformed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '429':
          description: The client has sent too many requests in a given amount of time.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        '500':
          description: The server encountered an unexpected error.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
        default:
          description: An unexpected error occurred.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
components:
  schemas:
    AgentTurnInputType:
      properties:
        type:
          type: string
          const: agent_turn_input
          title: Type
          default: agent_turn_input
      type: object
      title: AgentTurnInputType
      description: "Parameter type for agent turn input.\n\n:param type: Discriminator type. Always \"agent_turn_input\""
    AggregationFunctionType:
      type: string
      enum:
      - average
      - weighted_average
      - median
      - categorical_count
      - accuracy
      title: AggregationFunctionType
      description: Types of aggregation functions for scoring results.
    AllowedToolsFilter:
      properties:
        tool_names:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          title: Tool Names
          description: List of specific tool names that are allowed
      type: object
      title: AllowedToolsFilter
      description: "Filter configuration for restricting which MCP tools can be used.\n\n:param tool_names: (Optional) List of specific tool names that are allowed"
    ApprovalFilter:
      properties:
        always:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          title: Always
          description: List of tool names that always require approval
        never:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          title: Never
          description: List of tool names that never require approval
      type: object
      title: ApprovalFilter
      description: "Filter configuration for MCP tool approval requirements.\n\n:param always: (Optional) List of tool names that always require approval\n:param never: (Optional) List of tool names that never require approval"
    ArrayType:
      properties:
        type:
          type: string
          const: array
          title: Type
          default: array
      type: object
      title: ArrayType
      description: "Parameter type for array values.\n\n:param type: Discriminator type. Always \"array\""
    BasicScoringFnParams:
      properties:
        type:
          type: string
          const: basic
          title: Type
          default: basic
        aggregation_functions:
          items:
            $ref: '#/components/schemas/AggregationFunctionType'
          type: array
          title: Aggregation Functions
          description: Aggregation functions to apply to the scores of each row
      type: object
      title: BasicScoringFnParams
      description: Parameters for basic scoring function configuration.
    Batch:
      properties:
        id:
          type: string
          title: Id
        completion_window:
          type: string
          title: Completion Window
        created_at:
          type: integer
          title: Created At
        endpoint:
          type: string
          title: Endpoint
        input_file_id:
          type: string
          title: Input File Id
        object:
          type: string
          const: batch
          title: Object
        status:
          type: string
          enum:
          - validating
          - failed
          - in_progress
          - finalizing
          - completed
          - expired
          - cancelling
          - cancelled
          title: Status
        cancelled_at:
          anyOf:
          - type: integer
          - type: 'null'
          title: Cancelled At
        cancelling_at:
          anyOf:
          - type: integer
          - type: 'null'
          title: Cancelling At
        completed_at:
          anyOf:
          - type: integer
          - type: 'null'
          title: Completed At
        error_file_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Error File Id
        errors:
          anyOf:
          - $ref: '#/components/schemas/Errors'
          - type: 'null'
        expired_at:
          anyOf:
          - type: integer
          - type: 'null'
          title: Expired At
        expires_at:
          anyOf:
          - type: integer
          - type: 'null'
          title: Expires At
        failed_at:
          anyOf:
          - type: integer
          - type: 'null'
          title: Failed At
        finalizing_at:
          anyOf:
          - type: integer
          - type: 'null'
          title: Finalizing At
        in_progress_at:
          anyOf:
          - type: integer
          - type: 'null'
          title: In Progress At
        metadata:
          anyOf:
          - additionalProperties:
              type: string
            type: object
          - type: 'null'
          title: Metadata
        model:
          anyOf:
          - type: string
          - type: 'null'
          title: Model
        output_file_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Output File Id
        request_counts:
          anyOf:
          - $ref: '#/components/schemas/BatchRequestCounts'
          - type: 'null'
        usage:
          anyOf:
          - $ref: '#/components/schemas/BatchUsage'
          - type: 'null'
      additionalProperties: true
      type: object
      required:
      - id
      - completion_window
      - created_at
      - endpoint
      - input_file_id
      - object
      - status
      title: Batch
    BatchError:
      properties:
        code:
          anyOf:
          - type: string
          - type: 'null'
          title: Code
        line:
          anyOf:
          - type: integer
          - type: 'null'
          title: Line
        message:
          anyOf:
          - type: string
          - type: 'null'
          title: Message
        param:
          anyOf:
          - type: string
          - type: 'null'
          title: Param
      additionalProperties: true
      type: object
      title: BatchError
    BatchRequestCounts:
      properties:
        completed:
          type: integer
          title: Completed
        failed:
          type: integer
          title: Failed
        total:
          type: integer
          title: Total
      additionalProperties: true
      type: object
      required:
      - completed
      - failed
      - total
      title: BatchRequestCounts
    BatchUsage:
      properties:
        input_tokens:
          type: integer
          title: Input Tokens
        input_tokens_details:
          $ref: '#/components/schemas/InputTokensDetails'
        output_tokens:
          type: integer
          title: Output Tokens
        output_tokens_details:
          $ref: '#/components/schemas/OutputTokensDetails'
        total_tokens:
          type: integer
          title: Total Tokens
      additionalProperties: true
      type: object
      required:
      - input_tokens
      - input_tokens_details
      - output_tokens
      - output_tokens_details
      - total_tokens
      title: BatchUsage
    Body_openai_attach_file_to_vector_store_v1_vector_stores__vector_store_id__files_post:
      properties:
        file_id:
          type: string
          title: File Id
          description: The ID of the file to attach to the vector store.
        attributes:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Attributes
          description: The key-value attributes stored with the file, which can be used for filtering.
        chunking_strategy:
          anyOf:
          - oneOf:
            - $ref: '#/components/schemas/VectorStoreChunkingStrategyAuto'
            - $ref: '#/components/schemas/VectorStoreChunkingStrategyStatic'
            discriminator:
              propertyName: type
              mapping:
                auto: '#/components/schemas/VectorStoreChunkingStrategyAuto'
                static: '#/components/schemas/VectorStoreChunkingStrategyStatic'
          - type: 'null'
          title: Chunking Strategy
          description: The chunking strategy to use for the file.
      type: object
      required:
      - file_id
      title: Body_openai_attach_file_to_vector_store_v1_vector_stores__vector_store_id__files_post
    Body_openai_search_vector_store_v1_vector_stores__vector_store_id__search_post:
      properties:
        query:
          anyOf:
          - type: string
          - items:
              type: string
            type: array
          title: Query
          description: The query string or array for performing the search.
        filters:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Filters
          description: Filters based on file attributes to narrow the search results.
        max_num_results:
          anyOf:
          - type: integer
            maximum: 50.0
            minimum: 1.0
          - type: 'null'
          title: Max Num Results
          description: Maximum number of results to return (1 to 50 inclusive, default 10).
          default: 10
        ranking_options:
          anyOf:
          - $ref: '#/components/schemas/SearchRankingOptions'
          - type: 'null'
          description: Ranking options for fine-tuning the search results.
        rewrite_query:
          type: boolean
          title: Rewrite Query
          description: Whether to rewrite the natural language query for vector search (default false).
          default: false
        search_mode:
          anyOf:
          - type: string
          - type: 'null'
          title: Search Mode
          description: The search mode to use - 'keyword', 'vector', or 'hybrid' (default 'vector').
          default: vector
      type: object
      required:
      - query
      title: Body_openai_search_vector_store_v1_vector_stores__vector_store_id__search_post
    Body_openai_upload_file_v1_files_post:
      properties:
        file:
          type: string
          format: binary
          title: File
          description: The File object to be uploaded.
        purpose:
          $ref: '#/components/schemas/OpenAIFilePurpose'
          description: The intended purpose of the uploaded file.
        expires_after:
          anyOf:
          - $ref: '#/components/schemas/ExpiresAfter'
          - type: 'null'
          description: Optional form values describing expiration for the file.
      type: object
      required:
      - file
      - purpose
      title: Body_openai_upload_file_v1_files_post
    Body_rag_tool_insert_v1_tool_runtime_rag_tool_insert_post:
      properties:
        documents:
          items:
            $ref: '#/components/schemas/RAGDocument'
          type: array
          title: Documents
          description: List of documents to index in the RAG system.
        vector_store_id:
          type: string
          title: Vector Store Id
          description: ID of the vector database to store the document embeddings.
        chunk_size_in_tokens:
          type: integer
          title: Chunk Size In Tokens
          description: Size in tokens for document chunking during indexing.
          default: 512
      type: object
      required:
      - documents
      - vector_store_id
      title: Body_rag_tool_insert_v1_tool_runtime_rag_tool_insert_post
    Body_rag_tool_query_v1_tool_runtime_rag_tool_query_post:
      properties:
        content:
          anyOf:
          - type: string
          - oneOf:
            - $ref: '#/components/schemas/ImageContentItem-Input'
            - $ref: '#/components/schemas/TextContentItem'
            discriminator:
              propertyName: type
              mapping:
                image: '#/components/schemas/ImageContentItem-Input'
                text: '#/components/schemas/TextContentItem'
          - items:
              oneOf:
              - $ref: '#/components/schemas/ImageContentItem-Input'
              - $ref: '#/components/schemas/TextContentItem'
              discriminator:
                propertyName: type
                mapping:
                  image: '#/components/schemas/ImageContentItem-Input'
                  text: '#/components/schemas/TextContentItem'
            type: array
          title: Content
          description: The query content to search for in the indexed documents.
        vector_store_ids:
          items:
            type: string
          type: array
          title: Vector Store Ids
          description: List of vector database IDs to search within.
        query_config:
          anyOf:
          - $ref: '#/components/schemas/RAGQueryConfig'
          - type: 'null'
          description: Configuration parameters for the query operation.
      type: object
      required:
      - content
      - vector_store_ids
      title: Body_rag_tool_query_v1_tool_runtime_rag_tool_query_post
    BooleanType:
      properties:
        type:
          type: string
          const: boolean
          title: Type
          default: boolean
      type: object
      title: BooleanType
      description: "Parameter type for boolean values.\n\n:param type: Discriminator type. Always \"boolean\""
    ChatCompletionInputType:
      properties:
        type:
          type: string
          const: chat_completion_input
          title: Type
          default: chat_completion_input
      type: object
      title: ChatCompletionInputType
      description: "Parameter type for chat completion input.\n\n:param type: Discriminator type. Always \"chat_completion_input\""
    Chunk-Input:
      properties:
        content:
          anyOf:
          - type: string
          - oneOf:
            - $ref: '#/components/schemas/ImageContentItem-Input'
            - $ref: '#/components/schemas/TextContentItem'
            discriminator:
              propertyName: type
              mapping:
                image: '#/components/schemas/ImageContentItem-Input'
                text: '#/components/schemas/TextContentItem'
          - items:
              oneOf:
              - $ref: '#/components/schemas/ImageContentItem-Input'
              - $ref: '#/components/schemas/TextContentItem'
              discriminator:
                propertyName: type
                mapping:
                  image: '#/components/schemas/ImageContentItem-Input'
                  text: '#/components/schemas/TextContentItem'
            type: array
          title: Content
        chunk_id:
          type: string
          title: Chunk Id
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
        embedding:
          anyOf:
          - items:
              type: number
            type: array
          - type: 'null'
          title: Embedding
        chunk_metadata:
          anyOf:
          - $ref: '#/components/schemas/ChunkMetadata'
          - type: 'null'
      type: object
      required:
      - content
      - chunk_id
      title: Chunk
      description: A chunk of content that can be inserted into a vector database.
    Chunk-Output:
      properties:
        content:
          anyOf:
          - type: string
          - oneOf:
            - $ref: '#/components/schemas/ImageContentItem-Output'
            - $ref: '#/components/schemas/TextContentItem'
            discriminator:
              propertyName: type
              mapping:
                image: '#/components/schemas/ImageContentItem-Output'
                text: '#/components/schemas/TextContentItem'
          - items:
              oneOf:
              - $ref: '#/components/schemas/ImageContentItem-Output'
              - $ref: '#/components/schemas/TextContentItem'
              discriminator:
                propertyName: type
                mapping:
                  image: '#/components/schemas/ImageContentItem-Output'
                  text: '#/components/schemas/TextContentItem'
            type: array
          title: Content
        chunk_id:
          type: string
          title: Chunk Id
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
        embedding:
          anyOf:
          - items:
              type: number
            type: array
          - type: 'null'
          title: Embedding
        chunk_metadata:
          anyOf:
          - $ref: '#/components/schemas/ChunkMetadata'
          - type: 'null'
      type: object
      required:
      - content
      - chunk_id
      title: Chunk
      description: A chunk of content that can be inserted into a vector database.
    ChunkMetadata:
      properties:
        chunk_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Chunk Id
        document_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Document Id
        source:
          anyOf:
          - type: string
          - type: 'null'
          title: Source
        created_timestamp:
          anyOf:
          - type: integer
          - type: 'null'
          title: Created Timestamp
        updated_timestamp:
          anyOf:
          - type: integer
          - type: 'null'
          title: Updated Timestamp
        chunk_window:
          anyOf:
          - type: string
          - type: 'null'
          title: Chunk Window
        chunk_tokenizer:
          anyOf:
          - type: string
          - type: 'null'
          title: Chunk Tokenizer
        chunk_embedding_model:
          anyOf:
          - type: string
          - type: 'null'
          title: Chunk Embedding Model
        chunk_embedding_dimension:
          anyOf:
          - type: integer
          - type: 'null'
          title: Chunk Embedding Dimension
        content_token_count:
          anyOf:
          - type: integer
          - type: 'null'
          title: Content Token Count
        metadata_token_count:
          anyOf:
          - type: integer
          - type: 'null'
          title: Metadata Token Count
      type: object
      title: ChunkMetadata
      description: "`ChunkMetadata` is backend metadata for a `Chunk` that is used to store additional information about the chunk that\n    will not be used in the context during inference, but is required for backend functionality. The `ChunkMetadata`\n    is set during chunk creation in `MemoryToolRuntimeImpl().insert()`and is not expected to change after.\n    Use `Chunk.metadata` for metadata that will be used in the context during inference."
    CompletionInputType:
      properties:
        type:
          type: string
          const: completion_input
          title: Type
          default: completion_input
      type: object
      title: CompletionInputType
      description: "Parameter type for completion input.\n\n:param type: Discriminator type. Always \"completion_input\""
    Conversation:
      properties:
        id:
          type: string
          title: Id
          description: The unique ID of the conversation.
        object:
          type: string
          const: conversation
          title: Object
          description: The object type, which is always conversation.
          default: conversation
        created_at:
          type: integer
          title: Created At
          description: The time at which the conversation was created, measured in seconds since the Unix epoch.
        metadata:
          anyOf:
          - additionalProperties:
              type: string
            type: object
          - type: 'null'
          title: Metadata
          description: Set of 16 key-value pairs that can be attached to an object. This can be useful for storing additional information about the object in a structured format, and querying for objects via API or the dashboard.
        items:
          anyOf:
          - items:
              additionalProperties: true
              type: object
            type: array
          - type: 'null'
          title: Items
          description: Initial items to include in the conversation context. You may add up to 20 items at a time.
      type: object
      required:
      - id
      - created_at
      title: Conversation
      description: OpenAI-compatible conversation object.
    ConversationCreateRequest:
      properties:
        items:
          anyOf:
          - items:
              oneOf:
              - $ref: '#/components/schemas/OpenAIResponseMessage-Input'
              - $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:
                  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'
                  message: '#/components/schemas/OpenAIResponseMessage-Input'
                  web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
            type: array
            maxItems: 20
          - type: 'null'
          title: Items
          description: Initial items to include in the conversation context. You may add up to 20 items at a time.
          default: []
        metadata:
          anyOf:
          - additionalProperties:
              type: string
            type: object
            maxProperties: 16
          - type: 'null'
          title: Metadata
          description: Set of 16 key-value pairs that can be attached to an object. Useful for storing additional information
          default: {}
      type: object
      title: ConversationCreateRequest
      description: Request body for creating a conversation.
    ConversationDeletedResource:
      properties:
        id:
          type: string
          title: Id
          description: The deleted conversation identifier
        object:
          type: string
          title: Object
          description: Object type
          default: conversation.deleted
        deleted:
          type: boolean
          title: Deleted
          description: Whether the object was deleted
          default: true
      type: object
      required:
      - id
      title: ConversationDeletedResource
      description: Response for deleted conversation.
    ConversationItemCreateRequest:
      properties:
        items:
          items:
            oneOf:
            - $ref: '#/components/schemas/OpenAIResponseMessage-Input'
            - $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:
                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'
                message: '#/components/schemas/OpenAIResponseMessage-Input'
                web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
          type: array
          maxItems: 20
          title: Items
          description: Items to include in the conversation context. You may add up to 20 items at a time.
      type: object
      required:
      - items
      title: ConversationItemCreateRequest
      description: Request body for creating conversation items.
    ConversationItemDeletedResource:
      properties:
        id:
          type: string
          title: Id
          description: The deleted item identifier
        object:
          type: string
          title: Object
          description: Object type
          default: conversation.item.deleted
        deleted:
          type: boolean
          title: Deleted
          description: Whether the object was deleted
          default: true
      type: object
      required:
      - id
      title: ConversationItemDeletedResource
      description: Response for deleted conversation item.
    ConversationItemInclude:
      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.
    ConversationItemList:
      properties:
        object:
          type: string
          title: Object
          description: Object type
          default: list
        data:
          items:
            oneOf:
            - $ref: '#/components/schemas/OpenAIResponseMessage-Output'
            - $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:
                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'
                message: '#/components/schemas/OpenAIResponseMessage-Output'
                web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
          type: array
          title: Data
          description: List of conversation items
        first_id:
          anyOf:
          - type: string
          - type: 'null'
          title: First Id
          description: The ID of the first item in the list
        last_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Last Id
          description: The ID of the last item in the list
        has_more:
          type: boolean
          title: Has More
          description: Whether there are more items available
          default: false
      type: object
      required:
      - data
      title: ConversationItemList
      description: List of conversation items with pagination.
    ConversationUpdateRequest:
      properties:
        metadata:
          additionalProperties:
            type: string
          type: object
          title: Metadata
          description: Set of 16 key-value pairs that can be attached to an object. This can be useful for storing additional information about the object in a structured format, and querying for objects via API or the dashboard. Keys are strings with a maximum length of 64 characters. Values are strings with a maximum length of 512 characters.
      type: object
      required:
      - metadata
      title: ConversationUpdateRequest
      description: Request body for updating a conversation.
    CreateBatchRequest:
      properties:
        input_file_id:
          type: string
          title: Input File Id
          description: The ID of an uploaded file containing requests for the batch.
        endpoint:
          type: string
          title: Endpoint
          description: The endpoint to be used for all requests in the batch.
        completion_window:
          type: string
          const: 24h
          title: Completion Window
          description: The time window within which the batch should be processed.
        metadata:
          anyOf:
          - additionalProperties:
              type: string
            type: object
          - type: 'null'
          title: Metadata
          description: Optional metadata for the batch.
        idempotency_key:
          anyOf:
          - type: string
          - type: 'null'
          title: Idempotency Key
          description: Optional idempotency key. When provided, enables idempotent behavior.
      type: object
      required:
      - input_file_id
      - endpoint
      - completion_window
      title: CreateBatchRequest
      description: Request model for creating a batch.
    CreateOpenAIResponseRequest:
      properties:
        input:
          anyOf:
          - type: string
          - items:
              anyOf:
              - oneOf:
                - $ref: '#/components/schemas/OpenAIResponseMessage-Input'
                - $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:
                    file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
                    function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
                    mcp_approval_request: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
                    mcp_call: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
                    mcp_list_tools: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
                    message: '#/components/schemas/OpenAIResponseMessage-Input'
                    web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
              - $ref: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
              - $ref: '#/components/schemas/OpenAIResponseMCPApprovalResponse'
              - $ref: '#/components/schemas/OpenAIResponseMessage-Input'
            type: array
          title: Input
          description: Input message(s) to create the response
        model:
          type: string
          title: Model
          description: The underlying LLM used for completions
        prompt:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponsePrompt'
          - type: 'null'
          description: Prompt object with ID, version, and variables
        instructions:
          anyOf:
          - type: string
          - type: 'null'
          title: Instructions
          description: System instructions
        previous_response_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Previous Response Id
          description: If specified, the new response will be a continuation of the previous response
        conversation:
          anyOf:
          - type: string
          - type: 'null'
          title: Conversation
          description: The ID of a conversation to add the response to. Must begin with 'conv_'
        store:
          type: boolean
          title: Store
          description: Whether to store the response
          default: true
        stream:
          type: boolean
          title: Stream
          description: Whether to stream the response
          default: false
        temperature:
          anyOf:
          - type: number
          - type: 'null'
          title: Temperature
          description: Sampling temperature
        text:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseText'
          - type: 'null'
          description: Text generation parameters
        tools:
          anyOf:
          - items:
              oneOf:
              - $ref: '#/components/schemas/OpenAIResponseInputToolWebSearch'
              - $ref: '#/components/schemas/OpenAIResponseInputToolFileSearch'
              - $ref: '#/components/schemas/OpenAIResponseInputToolFunction'
              - $ref: '#/components/schemas/OpenAIResponseInputToolMCP'
              discriminator:
                propertyName: type
                mapping:
                  file_search: '#/components/schemas/OpenAIResponseInputToolFileSearch'
                  function: '#/components/schemas/OpenAIResponseInputToolFunction'
                  mcp: '#/components/schemas/OpenAIResponseInputToolMCP'
                  web_search: '#/components/schemas/OpenAIResponseInputToolWebSearch'
                  web_search_preview: '#/components/schemas/OpenAIResponseInputToolWebSearch'
                  web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolWebSearch'
            type: array
          - type: 'null'
          title: Tools
          description: Tools to make available
        include:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          title: Include
          description: Additional fields to include in the response
        max_infer_iters:
          type: integer
          title: Max Infer Iters
          description: Maximum number of inference iterations (extension to the OpenAI API)
          default: 10
        guardrails:
          anyOf:
          - items:
              anyOf:
              - type: string
              - $ref: '#/components/schemas/ResponseGuardrailSpec'
            type: array
          - type: 'null'
          title: Guardrails
          description: List of guardrails to apply during response generation
      type: object
      required:
      - input
      - model
      title: CreateOpenAIResponseRequest
      description: Request to create a model response.
    CreatePromptRequest:
      properties:
        prompt:
          type: string
          title: Prompt
          description: The prompt text content with variable placeholders.
        variables:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          title: Variables
          description: List of variable names that can be used in the prompt template.
      type: object
      required:
      - prompt
      title: CreatePromptRequest
      description: Request model for creating a new prompt.
    DefaultRAGQueryGeneratorConfig:
      properties:
        type:
          type: string
          const: default
          title: Type
          default: default
        separator:
          type: string
          title: Separator
          default: ' '
      type: object
      title: DefaultRAGQueryGeneratorConfig
      description: "Configuration for the default RAG query generator.\n\n:param type: Type of query generator, always 'default'\n:param separator: String separator used to join query terms"
    Error:
      properties:
        status:
          type: integer
          title: Status
          description: HTTP status code
        title:
          type: string
          title: Title
          description: Error title, a short summary of the error which is invariant for an error type
        detail:
          type: string
          title: Detail
          description: Error detail, a longer human-readable description of the error
        instance:
          anyOf:
          - type: string
          - type: 'null'
          title: Instance
          description: (Optional) A URL which can be used to retrieve more information about the specific occurrence of the error
      type: object
      required:
      - status
      - title
      - detail
      title: Error
      description: Error response from the API. Roughly follows RFC 7807.
    Errors:
      properties:
        data:
          anyOf:
          - items:
              $ref: '#/components/schemas/BatchError'
            type: array
          - type: 'null'
          title: Data
        object:
          anyOf:
          - type: string
          - type: 'null'
          title: Object
      additionalProperties: true
      type: object
      title: Errors
    ExpiresAfter:
      properties:
        anchor:
          type: string
          const: created_at
          title: Anchor
          description: Anchor must be 'created_at'.
        seconds:
          type: integer
          maximum: 2592000.0
          minimum: 3600.0
          title: Seconds
          description: Seconds between 3600 and 2592000 (1 hour to 30 days).
      type: object
      required:
      - anchor
      - seconds
      title: ExpiresAfter
      description: Control expiration of uploaded files.
    HealthInfo:
      properties:
        status:
          $ref: '#/components/schemas/HealthStatus'
          description: Current health status of the service
      type: object
      required:
      - status
      title: HealthInfo
      description: Health status information for the service.
    HealthStatus:
      type: string
      enum:
      - OK
      - Error
      - Not Implemented
      title: HealthStatus
    ImageContentItem-Input:
      properties:
        type:
          type: string
          const: image
          title: Type
          default: image
        image:
          $ref: '#/components/schemas/_URLOrData'
      type: object
      required:
      - image
      title: ImageContentItem
      description: A image content item.
    ImageContentItem-Output:
      properties:
        type:
          type: string
          const: image
          title: Type
          default: image
        image:
          $ref: '#/components/schemas/_URLOrData'
      type: object
      required:
      - image
      title: ImageContentItem
      description: A image content item.
    InputTokensDetails:
      properties:
        cached_tokens:
          type: integer
          title: Cached Tokens
      additionalProperties: true
      type: object
      required:
      - cached_tokens
      title: InputTokensDetails
    InsertChunksRequest:
      properties:
        vector_store_id:
          type: string
          title: Vector Store Id
          description: The identifier of the vector database to insert the chunks into.
        chunks:
          items:
            $ref: '#/components/schemas/Chunk-Input'
          type: array
          title: Chunks
          description: The chunks to insert.
        ttl_seconds:
          anyOf:
          - type: integer
          - type: 'null'
          title: Ttl Seconds
          description: The time to live of the chunks.
      type: object
      required:
      - vector_store_id
      - chunks
      title: InsertChunksRequest
      description: Request to insert chunks into a vector database.
    InvokeToolRequest:
      properties:
        tool_name:
          type: string
          title: Tool Name
          description: The name of the tool to invoke
        kwargs:
          additionalProperties: true
          type: object
          title: Kwargs
          description: A dictionary of arguments to pass to the tool
      type: object
      required:
      - tool_name
      - kwargs
      title: InvokeToolRequest
      description: Request model for invoking a tool.
    JsonType:
      properties:
        type:
          type: string
          const: json
          title: Type
          default: json
      type: object
      title: JsonType
      description: "Parameter type for JSON values.\n\n:param type: Discriminator type. Always \"json\""
    LLMAsJudgeScoringFnParams:
      properties:
        type:
          type: string
          const: llm_as_judge
          title: Type
          default: llm_as_judge
        judge_model:
          type: string
          title: Judge Model
        prompt_template:
          anyOf:
          - type: string
          - type: 'null'
          title: Prompt Template
        judge_score_regexes:
          items:
            type: string
          type: array
          title: Judge Score Regexes
          description: Regexes to extract the answer from generated response
        aggregation_functions:
          items:
            $ref: '#/components/schemas/AggregationFunctionType'
          type: array
          title: Aggregation Functions
          description: Aggregation functions to apply to the scores of each row
      type: object
      required:
      - judge_model
      title: LLMAsJudgeScoringFnParams
      description: Parameters for LLM-as-judge scoring function configuration.
    LLMRAGQueryGeneratorConfig:
      properties:
        type:
          type: string
          const: llm
          title: Type
          default: llm
        model:
          type: string
          title: Model
        template:
          type: string
          title: Template
      type: object
      required:
      - model
      - template
      title: LLMRAGQueryGeneratorConfig
      description: "Configuration for the LLM-based RAG query generator.\n\n:param type: Type of query generator, always 'llm'\n:param model: Name of the language model to use for query generation\n:param template: Template string for formatting the query generation prompt"
    ListBatchesResponse:
      properties:
        object:
          type: string
          const: list
          title: Object
          description: The object type, which is always 'list'.
          default: list
        data:
          items:
            $ref: '#/components/schemas/Batch'
          type: array
          title: Data
          description: List of batch objects.
        first_id:
          anyOf:
          - type: string
          - type: 'null'
          title: First Id
          description: ID of the first batch in the list.
        last_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Last Id
          description: ID of the last batch in the list.
        has_more:
          type: boolean
          title: Has More
          description: Whether there are more batches available.
          default: false
      type: object
      required:
      - data
      title: ListBatchesResponse
      description: Response containing a list of batch objects.
    ListModelsResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/Model'
          type: array
          title: Data
          description: List of model resources.
      type: object
      required:
      - data
      title: ListModelsResponse
      description: Response model for listing models.
    ListOpenAIChatCompletionResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/OpenAICompletionWithInputMessages'
          type: array
          title: Data
        has_more:
          type: boolean
          title: Has More
        first_id:
          type: string
          title: First Id
        last_id:
          type: string
          title: Last Id
        object:
          type: string
          const: list
          title: Object
          default: list
      type: object
      required:
      - data
      - has_more
      - first_id
      - last_id
      title: ListOpenAIChatCompletionResponse
      description: Response from listing OpenAI-compatible chat completions.
    ListOpenAIFileResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/OpenAIFileObject'
          type: array
          title: Data
          description: List of file objects.
        has_more:
          type: boolean
          title: Has More
          description: Whether there are more files available beyond this page.
        first_id:
          type: string
          title: First Id
          description: ID of the first file in the list for pagination.
        last_id:
          type: string
          title: Last Id
          description: ID of the last file in the list for pagination.
        object:
          type: string
          const: list
          title: Object
          description: The object type, which is always 'list'.
          default: list
      type: object
      required:
      - data
      - has_more
      - first_id
      - last_id
      title: ListOpenAIFileResponse
      description: Response for listing files in OpenAI Files API.
    ListOpenAIResponseInputItem:
      properties:
        data:
          items:
            anyOf:
            - oneOf:
              - $ref: '#/components/schemas/OpenAIResponseMessage-Output'
              - $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:
                  file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
                  function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
                  mcp_approval_request: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
                  mcp_call: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
                  mcp_list_tools: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
                  message: '#/components/schemas/OpenAIResponseMessage-Output'
                  web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
            - $ref: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
            - $ref: '#/components/schemas/OpenAIResponseMCPApprovalResponse'
            - $ref: '#/components/schemas/OpenAIResponseMessage-Output'
          type: array
          title: Data
          description: List of input items
        object:
          type: string
          const: list
          title: Object
          description: Object type identifier, always "list"
          default: list
      type: object
      required:
      - data
      title: ListOpenAIResponseInputItem
      description: "List container for OpenAI response input items.\n\n:param data: List of input items\n:param object: Object type identifier, always \"list\""
    ListOpenAIResponseObject:
      properties:
        data:
          items:
            $ref: '#/components/schemas/OpenAIResponseObjectWithInput-Output'
          type: array
          title: Data
          description: List of response objects with their input context
        has_more:
          type: boolean
          title: Has More
          description: Whether there are more results available beyond this page
        first_id:
          type: string
          title: First Id
          description: Identifier of the first item in this page
        last_id:
          type: string
          title: Last Id
          description: Identifier of the last item in this page
        object:
          type: string
          const: list
          title: Object
          description: Object type identifier, always "list"
          default: list
      type: object
      required:
      - data
      - has_more
      - first_id
      - last_id
      title: ListOpenAIResponseObject
      description: "Paginated list of OpenAI response objects with navigation metadata.\n\n:param data: List of response objects with their input context\n:param has_more: Whether there are more results available beyond this page\n:param first_id: Identifier of the first item in this page\n:param last_id: Identifier of the last item in this page\n:param object: Object type identifier, always \"list\""
    ListPromptsResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/Prompt'
          type: array
          title: Data
          description: List of prompt resources.
      type: object
      required:
      - data
      title: ListPromptsResponse
      description: Response model to list prompts.
    ListProvidersResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/ProviderInfo'
          type: array
          title: Data
          description: List of provider information objects
      type: object
      required:
      - data
      title: ListProvidersResponse
      description: Response containing a list of all available providers.
    ListRoutesResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/RouteInfo'
          type: array
          title: Data
          description: List of available route information objects
      type: object
      required:
      - data
      title: ListRoutesResponse
      description: Response containing a list of all available API routes.
    ListScoringFunctionsResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/ScoringFn'
          type: array
          title: Data
          description: List of scoring function resources
      type: object
      required:
      - data
      title: ListScoringFunctionsResponse
      description: Response model for listing scoring functions.
    ListShieldsResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/Shield'
          type: array
          title: Data
          description: List of shield resources
      type: object
      required:
      - data
      title: ListShieldsResponse
      description: Response model for listing shields.
    ListToolDefsResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/ToolDef'
          type: array
          title: Data
          description: List of tool definitions
      type: object
      required:
      - data
      title: ListToolDefsResponse
      description: Response containing a list of tool definitions.
    ListToolGroupsResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/ToolGroup'
          type: array
          title: Data
          description: List of tool groups
      type: object
      required:
      - data
      title: ListToolGroupsResponse
      description: Response containing a list of tool groups.
    MCPListToolsTool:
      properties:
        input_schema:
          additionalProperties: true
          type: object
          title: Input Schema
          description: JSON schema defining the tool's input parameters
        name:
          type: string
          title: Name
          description: Name of the tool
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
          description: Description of what the tool does
      type: object
      required:
      - input_schema
      - name
      title: MCPListToolsTool
      description: "Tool definition returned by MCP list tools operation.\n\n:param input_schema: JSON schema defining the tool's input parameters\n:param name: Name of the tool\n:param description: (Optional) Description of what the tool does"
    Model:
      properties:
        identifier:
          type: string
          title: Identifier
          description: Unique identifier for this resource in llama stack
        provider_resource_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Provider Resource Id
          description: Unique identifier for this resource in the provider
        provider_id:
          type: string
          title: Provider Id
          description: ID of the provider that owns this resource
        type:
          type: string
          const: model
          title: Type
          description: The resource type, always 'model' for model resources.
          default: model
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
          description: Any additional metadata for this model.
        model_type:
          $ref: '#/components/schemas/ModelType'
          description: The type of model (LLM or embedding model).
          default: llm
      type: object
      required:
      - identifier
      - provider_id
      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.
    ModerationObject:
      properties:
        id:
          type: string
          title: Id
          description: The unique identifier for the moderation request.
        model:
          type: string
          title: Model
          description: The model used to generate the moderation results.
        results:
          items:
            $ref: '#/components/schemas/ModerationObjectResults'
          type: array
          title: Results
          description: A list of moderation objects.
      type: object
      required:
      - id
      - model
      - results
      title: ModerationObject
      description: A moderation object.
    ModerationObjectResults:
      properties:
        flagged:
          type: boolean
          title: Flagged
          description: Whether any of the below categories are flagged.
        categories:
          anyOf:
          - additionalProperties:
              type: boolean
            type: object
          - type: 'null'
          title: Categories
          description: A list of the categories, and whether they are flagged or not.
        category_applied_input_types:
          anyOf:
          - additionalProperties:
              items:
                type: string
              type: array
            type: object
          - type: 'null'
          title: Category Applied Input Types
          description: A list of the categories along with the input type(s) that the score applies to.
        category_scores:
          anyOf:
          - additionalProperties:
              type: number
            type: object
          - type: 'null'
          title: Category Scores
          description: A list of the categories along with their scores as predicted by model.
        user_message:
          anyOf:
          - type: string
          - type: 'null'
          title: User Message
          description: User message.
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
          description: Additional metadata.
      type: object
      required:
      - flagged
      title: ModerationObjectResults
      description: A moderation object.
    NumberType:
      properties:
        type:
          type: string
          const: number
          title: Type
          default: number
      type: object
      title: NumberType
      description: "Parameter type for numeric values.\n\n:param type: Discriminator type. Always \"number\""
    ObjectType:
      properties:
        type:
          type: string
          const: object
          title: Type
          default: object
      type: object
      title: ObjectType
      description: "Parameter type for object values.\n\n:param type: Discriminator type. Always \"object\""
    OpenAIAssistantMessageParam-Input:
      properties:
        role:
          type: string
          const: assistant
          title: Role
          default: assistant
        content:
          anyOf:
          - type: string
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            type: array
          - type: 'null'
          title: Content
        name:
          anyOf:
          - type: string
          - type: 'null'
          title: Name
        tool_calls:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionToolCall'
            type: array
          - type: 'null'
          title: Tool Calls
      type: object
      title: OpenAIAssistantMessageParam
      description: A message containing the model's (assistant) response in an OpenAI-compatible chat completion request.
    OpenAIAssistantMessageParam-Output:
      properties:
        role:
          type: string
          const: assistant
          title: Role
          default: assistant
        content:
          anyOf:
          - type: string
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            type: array
          - type: 'null'
          title: Content
        name:
          anyOf:
          - type: string
          - type: 'null'
          title: Name
        tool_calls:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionToolCall'
            type: array
          - type: 'null'
          title: Tool Calls
      type: object
      title: OpenAIAssistantMessageParam
      description: A message containing the model's (assistant) response in an OpenAI-compatible chat completion request.
    OpenAIChatCompletionContentPartImageParam:
      properties:
        type:
          type: string
          const: image_url
          title: Type
          default: image_url
        image_url:
          $ref: '#/components/schemas/OpenAIImageURL'
      type: object
      required:
      - image_url
      title: OpenAIChatCompletionContentPartImageParam
      description: Image content part for OpenAI-compatible chat completion messages.
    OpenAIChatCompletionContentPartTextParam:
      properties:
        type:
          type: string
          const: text
          title: Type
          default: text
        text:
          type: string
          title: Text
      type: object
      required:
      - text
      title: OpenAIChatCompletionContentPartTextParam
      description: Text content part for OpenAI-compatible chat completion messages.
    OpenAIChatCompletionRequestWithExtraBody:
      properties:
        model:
          type: string
          title: Model
        messages:
          items:
            oneOf:
            - $ref: '#/components/schemas/OpenAIUserMessageParam-Input'
            - $ref: '#/components/schemas/OpenAISystemMessageParam'
            - $ref: '#/components/schemas/OpenAIAssistantMessageParam-Input'
            - $ref: '#/components/schemas/OpenAIToolMessageParam'
            - $ref: '#/components/schemas/OpenAIDeveloperMessageParam'
            discriminator:
              propertyName: role
              mapping:
                assistant: '#/components/schemas/OpenAIAssistantMessageParam-Input'
                developer: '#/components/schemas/OpenAIDeveloperMessageParam'
                system: '#/components/schemas/OpenAISystemMessageParam'
                tool: '#/components/schemas/OpenAIToolMessageParam'
                user: '#/components/schemas/OpenAIUserMessageParam-Input'
          type: array
          minItems: 1
          title: Messages
        frequency_penalty:
          anyOf:
          - type: number
          - type: 'null'
          title: Frequency Penalty
        function_call:
          anyOf:
          - type: string
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Function Call
        functions:
          anyOf:
          - items:
              additionalProperties: true
              type: object
            type: array
          - type: 'null'
          title: Functions
        logit_bias:
          anyOf:
          - additionalProperties:
              type: number
            type: object
          - type: 'null'
          title: Logit Bias
        logprobs:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Logprobs
        max_completion_tokens:
          anyOf:
          - type: integer
          - type: 'null'
          title: Max Completion Tokens
        max_tokens:
          anyOf:
          - type: integer
          - type: 'null'
          title: Max Tokens
        n:
          anyOf:
          - type: integer
          - type: 'null'
          title: N
        parallel_tool_calls:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Parallel Tool Calls
        presence_penalty:
          anyOf:
          - type: number
          - type: 'null'
          title: Presence Penalty
        response_format:
          anyOf:
          - oneOf:
            - $ref: '#/components/schemas/OpenAIResponseFormatText'
            - $ref: '#/components/schemas/OpenAIResponseFormatJSONSchema'
            - $ref: '#/components/schemas/OpenAIResponseFormatJSONObject'
            discriminator:
              propertyName: type
              mapping:
                json_object: '#/components/schemas/OpenAIResponseFormatJSONObject'
                json_schema: '#/components/schemas/OpenAIResponseFormatJSONSchema'
                text: '#/components/schemas/OpenAIResponseFormatText'
          - type: 'null'
          title: Response Format
        seed:
          anyOf:
          - type: integer
          - type: 'null'
          title: Seed
        stop:
          anyOf:
          - type: string
          - items:
              type: string
            type: array
          - type: 'null'
          title: Stop
        stream:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Stream
        stream_options:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Stream Options
        temperature:
          anyOf:
          - type: number
          - type: 'null'
          title: Temperature
        tool_choice:
          anyOf:
          - type: string
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Tool Choice
        tools:
          anyOf:
          - items:
              additionalProperties: true
              type: object
            type: array
          - type: 'null'
          title: Tools
        top_logprobs:
          anyOf:
          - type: integer
          - type: 'null'
          title: Top Logprobs
        top_p:
          anyOf:
          - type: number
          - type: 'null'
          title: Top P
        user:
          anyOf:
          - type: string
          - type: 'null'
          title: User
      additionalProperties: true
      type: object
      required:
      - model
      - messages
      title: OpenAIChatCompletionRequestWithExtraBody
      description: Request parameters for OpenAI-compatible chat completion endpoint.
    OpenAIChatCompletionToolCall:
      properties:
        index:
          anyOf:
          - type: integer
          - type: 'null'
          title: Index
        id:
          anyOf:
          - type: string
          - type: 'null'
          title: Id
        type:
          type: string
          const: function
          title: Type
          default: function
        function:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChatCompletionToolCallFunction'
          - type: 'null'
      type: object
      title: OpenAIChatCompletionToolCall
      description: Tool call specification for OpenAI-compatible chat completion responses.
    OpenAIChatCompletionToolCallFunction:
      properties:
        name:
          anyOf:
          - type: string
          - type: 'null'
          title: Name
        arguments:
          anyOf:
          - type: string
          - type: 'null'
          title: Arguments
      type: object
      title: OpenAIChatCompletionToolCallFunction
      description: Function call details for OpenAI-compatible tool calls.
    OpenAIChatCompletionUsage:
      properties:
        prompt_tokens:
          type: integer
          title: Prompt Tokens
        completion_tokens:
          type: integer
          title: Completion Tokens
        total_tokens:
          type: integer
          title: Total Tokens
        prompt_tokens_details:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChatCompletionUsagePromptTokensDetails'
          - type: 'null'
        completion_tokens_details:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChatCompletionUsageCompletionTokensDetails'
          - type: 'null'
      type: object
      required:
      - prompt_tokens
      - completion_tokens
      - total_tokens
      title: OpenAIChatCompletionUsage
      description: Usage information for OpenAI chat completion.
    OpenAIChatCompletionUsageCompletionTokensDetails:
      properties:
        reasoning_tokens:
          anyOf:
          - type: integer
          - type: 'null'
          title: Reasoning Tokens
      type: object
      title: OpenAIChatCompletionUsageCompletionTokensDetails
      description: Token details for output tokens in OpenAI chat completion usage.
    OpenAIChatCompletionUsagePromptTokensDetails:
      properties:
        cached_tokens:
          anyOf:
          - type: integer
          - type: 'null'
          title: Cached Tokens
      type: object
      title: OpenAIChatCompletionUsagePromptTokensDetails
      description: Token details for prompt tokens in OpenAI chat completion usage.
    OpenAIChoice-Output:
      properties:
        message:
          oneOf:
          - $ref: '#/components/schemas/OpenAIUserMessageParam-Output'
          - $ref: '#/components/schemas/OpenAISystemMessageParam'
          - $ref: '#/components/schemas/OpenAIAssistantMessageParam-Output'
          - $ref: '#/components/schemas/OpenAIToolMessageParam'
          - $ref: '#/components/schemas/OpenAIDeveloperMessageParam'
          title: Message
          discriminator:
            propertyName: role
            mapping:
              assistant: '#/components/schemas/OpenAIAssistantMessageParam-Output'
              developer: '#/components/schemas/OpenAIDeveloperMessageParam'
              system: '#/components/schemas/OpenAISystemMessageParam'
              tool: '#/components/schemas/OpenAIToolMessageParam'
              user: '#/components/schemas/OpenAIUserMessageParam-Output'
        finish_reason:
          type: string
          title: Finish Reason
        index:
          type: integer
          title: Index
        logprobs:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChoiceLogprobs-Output'
          - type: 'null'
      type: object
      required:
      - message
      - finish_reason
      - index
      title: OpenAIChoice
      description: A choice from an OpenAI-compatible chat completion response.
    OpenAIChoiceLogprobs-Output:
      properties:
        content:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAITokenLogProb'
            type: array
          - type: 'null'
          title: Content
        refusal:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAITokenLogProb'
            type: array
          - type: 'null'
          title: Refusal
      type: object
      title: OpenAIChoiceLogprobs
      description: The log probabilities for the tokens in the message from an OpenAI-compatible chat completion response.
    OpenAICompletion:
      properties:
        id:
          type: string
          title: Id
        choices:
          items:
            $ref: '#/components/schemas/OpenAICompletionChoice-Output'
          type: array
          title: Choices
        created:
          type: integer
          title: Created
        model:
          type: string
          title: Model
        object:
          type: string
          const: text_completion
          title: Object
          default: text_completion
      type: object
      required:
      - id
      - choices
      - created
      - model
      title: OpenAICompletion
      description: "Response from an OpenAI-compatible completion request.\n\n:id: The ID of the completion\n:choices: List of choices\n:created: The Unix timestamp in seconds when the completion was created\n:model: The model that was used to generate the completion\n:object: The object type, which will be \"text_completion\""
    OpenAICompletionChoice-Output:
      properties:
        finish_reason:
          type: string
          title: Finish Reason
        text:
          type: string
          title: Text
        index:
          type: integer
          title: Index
        logprobs:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChoiceLogprobs-Output'
          - type: 'null'
      type: object
      required:
      - finish_reason
      - text
      - index
      title: OpenAICompletionChoice
      description: "A choice from an OpenAI-compatible completion response.\n\n:finish_reason: The reason the model stopped generating\n:text: The text of the choice\n:index: The index of the choice\n:logprobs: (Optional) The log probabilities for the tokens in the choice"
    OpenAICompletionRequestWithExtraBody:
      properties:
        model:
          type: string
          title: Model
        prompt:
          anyOf:
          - type: string
          - items:
              type: string
            type: array
          - items:
              type: integer
            type: array
          - items:
              items:
                type: integer
              type: array
            type: array
          title: Prompt
        best_of:
          anyOf:
          - type: integer
          - type: 'null'
          title: Best Of
        echo:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Echo
        frequency_penalty:
          anyOf:
          - type: number
          - type: 'null'
          title: Frequency Penalty
        logit_bias:
          anyOf:
          - additionalProperties:
              type: number
            type: object
          - type: 'null'
          title: Logit Bias
        logprobs:
          anyOf:
          - type: integer
            maximum: 5.0
            minimum: 0.0
          - type: 'null'
          title: Logprobs
        max_tokens:
          anyOf:
          - type: integer
          - type: 'null'
          title: Max Tokens
        n:
          anyOf:
          - type: integer
          - type: 'null'
          title: N
        presence_penalty:
          anyOf:
          - type: number
          - type: 'null'
          title: Presence Penalty
        seed:
          anyOf:
          - type: integer
          - type: 'null'
          title: Seed
        stop:
          anyOf:
          - type: string
          - items:
              type: string
            type: array
          - type: 'null'
          title: Stop
        stream:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Stream
        stream_options:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Stream Options
        temperature:
          anyOf:
          - type: number
          - type: 'null'
          title: Temperature
        top_p:
          anyOf:
          - type: number
          - type: 'null'
          title: Top P
        user:
          anyOf:
          - type: string
          - type: 'null'
          title: User
        suffix:
          anyOf:
          - type: string
          - type: 'null'
          title: Suffix
      additionalProperties: true
      type: object
      required:
      - model
      - prompt
      title: OpenAICompletionRequestWithExtraBody
      description: Request parameters for OpenAI-compatible completion endpoint.
    OpenAICompletionWithInputMessages:
      properties:
        id:
          type: string
          title: Id
        choices:
          items:
            $ref: '#/components/schemas/OpenAIChoice-Output'
          type: array
          title: Choices
        object:
          type: string
          const: chat.completion
          title: Object
          default: chat.completion
        created:
          type: integer
          title: Created
        model:
          type: string
          title: Model
        usage:
          anyOf:
          - $ref: '#/components/schemas/OpenAIChatCompletionUsage'
          - type: 'null'
        input_messages:
          items:
            oneOf:
            - $ref: '#/components/schemas/OpenAIUserMessageParam-Output'
            - $ref: '#/components/schemas/OpenAISystemMessageParam'
            - $ref: '#/components/schemas/OpenAIAssistantMessageParam-Output'
            - $ref: '#/components/schemas/OpenAIToolMessageParam'
            - $ref: '#/components/schemas/OpenAIDeveloperMessageParam'
            discriminator:
              propertyName: role
              mapping:
                assistant: '#/components/schemas/OpenAIAssistantMessageParam-Output'
                developer: '#/components/schemas/OpenAIDeveloperMessageParam'
                system: '#/components/schemas/OpenAISystemMessageParam'
                tool: '#/components/schemas/OpenAIToolMessageParam'
                user: '#/components/schemas/OpenAIUserMessageParam-Output'
          type: array
          title: Input Messages
      type: object
      required:
      - id
      - choices
      - created
      - model
      - input_messages
      title: OpenAICompletionWithInputMessages
    OpenAICreateVectorStoreFileBatchRequestWithExtraBody:
      properties:
        file_ids:
          items:
            type: string
          type: array
          title: File Ids
        attributes:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Attributes
        chunking_strategy:
          anyOf:
          - oneOf:
            - $ref: '#/components/schemas/VectorStoreChunkingStrategyAuto'
            - $ref: '#/components/schemas/VectorStoreChunkingStrategyStatic'
            discriminator:
              propertyName: type
              mapping:
                auto: '#/components/schemas/VectorStoreChunkingStrategyAuto'
                static: '#/components/schemas/VectorStoreChunkingStrategyStatic'
          - type: 'null'
          title: Chunking Strategy
      additionalProperties: true
      type: object
      required:
      - file_ids
      title: OpenAICreateVectorStoreFileBatchRequestWithExtraBody
      description: Request to create a vector store file batch with extra_body support.
    OpenAICreateVectorStoreRequestWithExtraBody:
      properties:
        name:
          anyOf:
          - type: string
          - type: 'null'
          title: Name
        file_ids:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          title: File Ids
        expires_after:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Expires After
        chunking_strategy:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Chunking Strategy
        metadata:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Metadata
      additionalProperties: true
      type: object
      title: OpenAICreateVectorStoreRequestWithExtraBody
      description: Request to create a vector store with extra_body support.
    OpenAIDeleteResponseObject:
      properties:
        id:
          type: string
          title: Id
          description: Unique identifier of the deleted response
        object:
          type: string
          const: response
          title: Object
          description: Object type identifier, always "response"
          default: response
        deleted:
          type: boolean
          title: Deleted
          description: Deletion confirmation flag, always True
          default: true
      type: object
      required:
      - id
      title: OpenAIDeleteResponseObject
      description: "Response object confirming deletion of an OpenAI response.\n\n:param id: Unique identifier of the deleted response\n:param object: Object type identifier, always \"response\"\n:param deleted: Deletion confirmation flag, always True"
    OpenAIDeveloperMessageParam:
      properties:
        role:
          type: string
          const: developer
          title: Role
          default: developer
        content:
          anyOf:
          - type: string
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            type: array
          title: Content
        name:
          anyOf:
          - type: string
          - type: 'null'
          title: Name
      type: object
      required:
      - content
      title: OpenAIDeveloperMessageParam
      description: A message from the developer in an OpenAI-compatible chat completion request.
    OpenAIEmbeddingData:
      properties:
        object:
          type: string
          const: embedding
          title: Object
          default: embedding
        embedding:
          anyOf:
          - items:
              type: number
            type: array
          - type: string
          title: Embedding
        index:
          type: integer
          title: Index
      type: object
      required:
      - embedding
      - index
      title: OpenAIEmbeddingData
      description: A single embedding data object from an OpenAI-compatible embeddings response.
    OpenAIEmbeddingUsage:
      properties:
        prompt_tokens:
          type: integer
          title: Prompt Tokens
        total_tokens:
          type: integer
          title: Total Tokens
      type: object
      required:
      - prompt_tokens
      - total_tokens
      title: OpenAIEmbeddingUsage
      description: Usage information for an OpenAI-compatible embeddings response.
    OpenAIEmbeddingsRequestWithExtraBody:
      properties:
        model:
          type: string
          title: Model
        input:
          anyOf:
          - type: string
          - items:
              type: string
            type: array
          title: Input
        encoding_format:
          anyOf:
          - type: string
          - type: 'null'
          title: Encoding Format
          default: float
        dimensions:
          anyOf:
          - type: integer
          - type: 'null'
          title: Dimensions
        user:
          anyOf:
          - type: string
          - type: 'null'
          title: User
      additionalProperties: true
      type: object
      required:
      - model
      - input
      title: OpenAIEmbeddingsRequestWithExtraBody
      description: Request parameters for OpenAI-compatible embeddings endpoint.
    OpenAIEmbeddingsResponse:
      properties:
        object:
          type: string
          const: list
          title: Object
          default: list
        data:
          items:
            $ref: '#/components/schemas/OpenAIEmbeddingData'
          type: array
          title: Data
        model:
          type: string
          title: Model
        usage:
          $ref: '#/components/schemas/OpenAIEmbeddingUsage'
      type: object
      required:
      - data
      - model
      - usage
      title: OpenAIEmbeddingsResponse
      description: Response from an OpenAI-compatible embeddings request.
    OpenAIFile:
      properties:
        type:
          type: string
          const: file
          title: Type
          default: file
        file:
          $ref: '#/components/schemas/OpenAIFileFile'
      type: object
      required:
      - file
      title: OpenAIFile
    OpenAIFileDeleteResponse:
      properties:
        id:
          type: string
          title: Id
          description: The file identifier that was deleted.
        object:
          type: string
          const: file
          title: Object
          description: The object type, which is always 'file'.
          default: file
        deleted:
          type: boolean
          title: Deleted
          description: Whether the file was successfully deleted.
      type: object
      required:
      - id
      - deleted
      title: OpenAIFileDeleteResponse
      description: Response for deleting a file in OpenAI Files API.
    OpenAIFileFile:
      properties:
        file_id:
          anyOf:
          - type: string
          - type: 'null'
          title: File Id
        filename:
          anyOf:
          - type: string
          - type: 'null'
          title: Filename
      type: object
      title: OpenAIFileFile
    OpenAIFileObject:
      properties:
        object:
          type: string
          const: file
          title: Object
          description: The object type, which is always 'file'.
          default: file
        id:
          type: string
          title: Id
          description: The file identifier, which can be referenced in the API endpoints.
        bytes:
          type: integer
          title: Bytes
          description: The size of the file, in bytes.
        created_at:
          type: integer
          title: Created At
          description: The Unix timestamp (in seconds) for when the file was created.
        expires_at:
          type: integer
          title: Expires At
          description: The Unix timestamp (in seconds) for when the file expires.
        filename:
          type: string
          title: Filename
          description: The name of the file.
        purpose:
          $ref: '#/components/schemas/OpenAIFilePurpose'
          description: The intended purpose of the file.
      type: object
      required:
      - id
      - bytes
      - created_at
      - expires_at
      - filename
      - purpose
      title: OpenAIFileObject
      description: OpenAI File object as defined in the OpenAI Files API.
    OpenAIFilePurpose:
      type: string
      enum:
      - assistants
      - batch
      title: OpenAIFilePurpose
      description: Valid purpose values for OpenAI Files API.
    OpenAIImageURL:
      properties:
        url:
          type: string
          title: Url
        detail:
          anyOf:
          - type: string
          - type: 'null'
          title: Detail
      type: object
      required:
      - url
      title: OpenAIImageURL
      description: Image URL specification for OpenAI-compatible chat completion messages.
    OpenAIJSONSchema:
      properties:
        name:
          type: string
          title: Name
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
        strict:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Strict
        schema:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Schema
      type: object
      title: OpenAIJSONSchema
      description: JSON schema specification for OpenAI-compatible structured response format.
    OpenAIResponseAnnotationCitation:
      properties:
        type:
          type: string
          const: url_citation
          title: Type
          description: Annotation type identifier, always "url_citation"
          default: url_citation
        end_index:
          type: integer
          title: End Index
          description: End position of the citation span in the content
        start_index:
          type: integer
          title: Start Index
          description: Start position of the citation span in the content
        title:
          type: string
          title: Title
          description: Title of the referenced web resource
        url:
          type: string
          title: Url
          description: URL of the referenced web resource
      type: object
      required:
      - end_index
      - start_index
      - title
      - url
      title: OpenAIResponseAnnotationCitation
      description: "URL citation annotation for referencing external web resources.\n\n:param type: Annotation type identifier, always \"url_citation\"\n:param end_index: End position of the citation span in the content\n:param start_index: Start position of the citation span in the content\n:param title: Title of the referenced web resource\n:param url: URL of the referenced web resource"
    OpenAIResponseAnnotationContainerFileCitation:
      properties:
        type:
          type: string
          const: container_file_citation
          title: Type
          default: container_file_citation
        container_id:
          type: string
          title: Container Id
        end_index:
          type: integer
          title: End Index
        file_id:
          type: string
          title: File Id
        filename:
          type: string
          title: Filename
        start_index:
          type: integer
          title: Start Index
      type: object
      required:
      - container_id
      - end_index
      - file_id
      - filename
      - start_index
      title: OpenAIResponseAnnotationContainerFileCitation
    OpenAIResponseAnnotationFileCitation:
      properties:
        type:
          type: string
          const: file_citation
          title: Type
          description: Annotation type identifier, always "file_citation"
          default: file_citation
        file_id:
          type: string
          title: File Id
          description: Unique identifier of the referenced file
        filename:
          type: string
          title: Filename
          description: Name of the referenced file
        index:
          type: integer
          title: Index
          description: Position index of the citation within the content
      type: object
      required:
      - file_id
      - filename
      - index
      title: OpenAIResponseAnnotationFileCitation
      description: "File citation annotation for referencing specific files in response content.\n\n:param type: Annotation type identifier, always \"file_citation\"\n:param file_id: Unique identifier of the referenced file\n:param filename: Name of the referenced file\n:param index: Position index of the citation within the content"
    OpenAIResponseAnnotationFilePath:
      properties:
        type:
          type: string
          const: file_path
          title: Type
          default: file_path
        file_id:
          type: string
          title: File Id
        index:
          type: integer
          title: Index
      type: object
      required:
      - file_id
      - index
      title: OpenAIResponseAnnotationFilePath
    OpenAIResponseContentPartRefusal:
      properties:
        type:
          type: string
          const: refusal
          title: Type
          description: Content part type identifier, always "refusal"
          default: refusal
        refusal:
          type: string
          title: Refusal
          description: Refusal text supplied by the model
      type: object
      required:
      - refusal
      title: OpenAIResponseContentPartRefusal
      description: "Refusal content within a streamed response part.\n\n:param type: Content part type identifier, always \"refusal\"\n:param refusal: Refusal text supplied by the model"
    OpenAIResponseError:
      properties:
        code:
          type: string
          title: Code
          description: Error code identifying the type of failure
        message:
          type: string
          title: Message
          description: Human-readable error message describing the failure
      type: object
      required:
      - code
      - message
      title: OpenAIResponseError
      description: "Error details for failed OpenAI response requests.\n\n:param code: Error code identifying the type of failure\n:param message: Human-readable error message describing the failure"
    OpenAIResponseFormatJSONObject:
      properties:
        type:
          type: string
          const: json_object
          title: Type
          default: json_object
      type: object
      title: OpenAIResponseFormatJSONObject
      description: JSON object response format for OpenAI-compatible chat completion requests.
    OpenAIResponseFormatJSONSchema:
      properties:
        type:
          type: string
          const: json_schema
          title: Type
          default: json_schema
        json_schema:
          $ref: '#/components/schemas/OpenAIJSONSchema'
      type: object
      required:
      - json_schema
      title: OpenAIResponseFormatJSONSchema
      description: JSON schema response format for OpenAI-compatible chat completion requests.
    OpenAIResponseFormatText:
      properties:
        type:
          type: string
          const: text
          title: Type
          default: text
      type: object
      title: OpenAIResponseFormatText
      description: Text response format for OpenAI-compatible chat completion requests.
    OpenAIResponseInputFunctionToolCallOutput:
      properties:
        call_id:
          type: string
          title: Call Id
        output:
          type: string
          title: Output
        type:
          type: string
          const: function_call_output
          title: Type
          default: function_call_output
        id:
          anyOf:
          - type: string
          - type: 'null'
          title: Id
        status:
          anyOf:
          - type: string
          - type: 'null'
          title: Status
      type: object
      required:
      - call_id
      - output
      title: OpenAIResponseInputFunctionToolCallOutput
      description: This represents the output of a function call that gets passed back to the model.
    OpenAIResponseInputMessageContentFile:
      properties:
        type:
          type: string
          const: input_file
          title: Type
          description: The type of the input item. Always `input_file`.
          default: input_file
        file_data:
          anyOf:
          - type: string
          - type: 'null'
          title: File Data
          description: The data of the file to be sent to the model.
        file_id:
          anyOf:
          - type: string
          - type: 'null'
          title: File Id
          description: The ID of the file to be sent to the model.
        file_url:
          anyOf:
          - type: string
          - type: 'null'
          title: File Url
          description: The URL of the file to be sent to the model.
        filename:
          anyOf:
          - type: string
          - type: 'null'
          title: Filename
          description: The name of the file to be sent to the model.
      type: object
      title: OpenAIResponseInputMessageContentFile
      description: "File content for input messages in OpenAI response format.\n\n:param type: The type of the input item. Always `input_file`.\n:param file_data: The data of the file to be sent to the model.\n:param file_id: (Optional) The ID of the file to be sent to the model.\n:param file_url: The URL of the file to be sent to the model.\n:param filename: The name of the file to be sent to the model."
    OpenAIResponseInputMessageContentImage:
      properties:
        detail:
          anyOf:
          - type: string
            const: low
          - type: string
            const: high
          - type: string
            const: auto
          title: Detail
          description: Level of detail for image processing, can be "low", "high", or "auto"
          default: auto
        type:
          type: string
          const: input_image
          title: Type
          description: Content type identifier, always "input_image"
          default: input_image
        file_id:
          anyOf:
          - type: string
          - type: 'null'
          title: File Id
          description: The ID of the file to be sent to the model.
        image_url:
          anyOf:
          - type: string
          - type: 'null'
          title: Image Url
          description: URL of the image content
      type: object
      title: OpenAIResponseInputMessageContentImage
      description: "Image content for input messages in OpenAI response format.\n\n:param detail: Level of detail for image processing, can be \"low\", \"high\", or \"auto\"\n:param type: Content type identifier, always \"input_image\"\n:param file_id: (Optional) The ID of the file to be sent to the model.\n:param image_url: (Optional) URL of the image content"
    OpenAIResponseInputMessageContentText:
      properties:
        text:
          type: string
          title: Text
          description: The text content of the input message
        type:
          type: string
          const: input_text
          title: Type
          description: Content type identifier, always "input_text"
          default: input_text
      type: object
      required:
      - text
      title: OpenAIResponseInputMessageContentText
      description: "Text content for input messages in OpenAI response format.\n\n:param text: The text content of the input message\n:param type: Content type identifier, always \"input_text\""
    OpenAIResponseInputToolFileSearch:
      properties:
        type:
          type: string
          const: file_search
          title: Type
          description: Tool type identifier, always "file_search"
          default: file_search
        vector_store_ids:
          items:
            type: string
          type: array
          title: Vector Store Ids
          description: List of vector store identifiers to search within
        filters:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Filters
          description: Additional filters to apply to the search
        max_num_results:
          anyOf:
          - type: integer
            maximum: 50.0
            minimum: 1.0
          - type: 'null'
          title: Max Num Results
          description: Maximum number of search results to return (1-50)
          default: 10
        ranking_options:
          anyOf:
          - $ref: '#/components/schemas/SearchRankingOptions'
          - type: 'null'
          description: Options for ranking and scoring search results
      type: object
      required:
      - vector_store_ids
      title: OpenAIResponseInputToolFileSearch
      description: "File search tool configuration for OpenAI response inputs.\n\n:param type: Tool type identifier, always \"file_search\"\n:param vector_store_ids: List of vector store identifiers to search within\n:param filters: (Optional) Additional filters to apply to the search\n:param max_num_results: (Optional) Maximum number of search results to return (1-50)\n:param ranking_options: (Optional) Options for ranking and scoring search results"
    OpenAIResponseInputToolFunction:
      properties:
        type:
          type: string
          const: function
          title: Type
          description: Tool type identifier, always "function"
          default: function
        name:
          type: string
          title: Name
          description: Name of the function that can be called
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
          description: Description of what the function does
        parameters:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Parameters
          description: JSON schema defining the function's parameters
        strict:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Strict
          description: Whether to enforce strict parameter validation
      type: object
      required:
      - name
      title: OpenAIResponseInputToolFunction
      description: "Function tool configuration for OpenAI response inputs.\n\n:param type: Tool type identifier, always \"function\"\n:param name: Name of the function that can be called\n:param description: (Optional) Description of what the function does\n:param parameters: (Optional) JSON schema defining the function's parameters\n:param strict: (Optional) Whether to enforce strict parameter validation"
    OpenAIResponseInputToolMCP:
      properties:
        type:
          type: string
          const: mcp
          title: Type
          description: Tool type identifier, always "mcp"
          default: mcp
        server_label:
          type: string
          title: Server Label
          description: Label to identify this MCP server
        server_url:
          type: string
          title: Server Url
          description: URL endpoint of the MCP server
        headers:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Headers
          description: HTTP headers to include when connecting to the server
        require_approval:
          anyOf:
          - type: string
            const: always
          - type: string
            const: never
          - $ref: '#/components/schemas/ApprovalFilter'
          title: Require Approval
          description: Approval requirement for tool calls ("always", "never", or filter)
          default: never
        allowed_tools:
          anyOf:
          - items:
              type: string
            type: array
          - $ref: '#/components/schemas/AllowedToolsFilter'
          - type: 'null'
          title: Allowed Tools
          description: Restriction on which tools can be used from this server
      type: object
      required:
      - server_label
      - server_url
      title: OpenAIResponseInputToolMCP
      description: "Model Context Protocol (MCP) tool configuration for OpenAI response inputs.\n\n:param type: Tool type identifier, always \"mcp\"\n:param server_label: Label to identify this MCP server\n:param server_url: URL endpoint of the MCP server\n:param headers: (Optional) HTTP headers to include when connecting to the server\n:param require_approval: Approval requirement for tool calls (\"always\", \"never\", or filter)\n:param allowed_tools: (Optional) Restriction on which tools can be used from this server"
    OpenAIResponseInputToolWebSearch:
      properties:
        type:
          anyOf:
          - type: string
            const: web_search
          - type: string
            const: web_search_preview
          - type: string
            const: web_search_preview_2025_03_11
          title: Type
          description: Web search tool type variant to use
          default: web_search
        search_context_size:
          anyOf:
          - type: string
            pattern: ^low|medium|high$
          - type: 'null'
          title: Search Context Size
          description: Size of search context, must be "low", "medium", or "high"
          default: medium
      type: object
      title: OpenAIResponseInputToolWebSearch
      description: "Web search tool configuration for OpenAI response inputs.\n\n:param type: Web search tool type variant to use\n:param search_context_size: (Optional) Size of search context, must be \"low\", \"medium\", or \"high\""
    OpenAIResponseMCPApprovalRequest:
      properties:
        arguments:
          type: string
          title: Arguments
        id:
          type: string
          title: Id
        name:
          type: string
          title: Name
        server_label:
          type: string
          title: Server Label
        type:
          type: string
          const: mcp_approval_request
          title: Type
          default: mcp_approval_request
      type: object
      required:
      - arguments
      - id
      - name
      - server_label
      title: OpenAIResponseMCPApprovalRequest
      description: A request for human approval of a tool invocation.
    OpenAIResponseMCPApprovalResponse:
      properties:
        approval_request_id:
          type: string
          title: Approval Request Id
        approve:
          type: boolean
          title: Approve
        type:
          type: string
          const: mcp_approval_response
          title: Type
          default: mcp_approval_response
        id:
          anyOf:
          - type: string
          - type: 'null'
          title: Id
        reason:
          anyOf:
          - type: string
          - type: 'null'
          title: Reason
      type: object
      required:
      - approval_request_id
      - approve
      title: OpenAIResponseMCPApprovalResponse
      description: A response to an MCP approval request.
    OpenAIResponseMessage-Input:
      properties:
        content:
          anyOf:
          - type: string
          - items:
              oneOf:
              - $ref: '#/components/schemas/OpenAIResponseInputMessageContentText'
              - $ref: '#/components/schemas/OpenAIResponseInputMessageContentImage'
              - $ref: '#/components/schemas/OpenAIResponseInputMessageContentFile'
              discriminator:
                propertyName: type
                mapping:
                  input_file: '#/components/schemas/OpenAIResponseInputMessageContentFile'
                  input_image: '#/components/schemas/OpenAIResponseInputMessageContentImage'
                  input_text: '#/components/schemas/OpenAIResponseInputMessageContentText'
            type: array
          - items:
              oneOf:
              - $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
              - $ref: '#/components/schemas/OpenAIResponseContentPartRefusal'
              discriminator:
                propertyName: type
                mapping:
                  output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
                  refusal: '#/components/schemas/OpenAIResponseContentPartRefusal'
            type: array
          title: Content
        role:
          anyOf:
          - type: string
            const: system
          - type: string
            const: developer
          - type: string
            const: user
          - type: string
            const: assistant
          title: Role
        type:
          type: string
          const: message
          title: Type
          default: message
        id:
          anyOf:
          - type: string
          - type: 'null'
          title: Id
        status:
          anyOf:
          - type: string
          - type: 'null'
          title: Status
      type: object
      required:
      - content
      - role
      title: OpenAIResponseMessage
      description: "Corresponds to the various Message types in the Responses API.\nThey are all under one type because the Responses API gives them all\nthe same \"type\" value, and there is no way to tell them apart in certain\nscenarios."
    OpenAIResponseMessage-Output:
      properties:
        content:
          anyOf:
          - type: string
          - items:
              oneOf:
              - $ref: '#/components/schemas/OpenAIResponseInputMessageContentText'
              - $ref: '#/components/schemas/OpenAIResponseInputMessageContentImage'
              - $ref: '#/components/schemas/OpenAIResponseInputMessageContentFile'
              discriminator:
                propertyName: type
                mapping:
                  input_file: '#/components/schemas/OpenAIResponseInputMessageContentFile'
                  input_image: '#/components/schemas/OpenAIResponseInputMessageContentImage'
                  input_text: '#/components/schemas/OpenAIResponseInputMessageContentText'
            type: array
          - items:
              oneOf:
              - $ref: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
              - $ref: '#/components/schemas/OpenAIResponseContentPartRefusal'
              discriminator:
                propertyName: type
                mapping:
                  output_text: '#/components/schemas/OpenAIResponseOutputMessageContentOutputText'
                  refusal: '#/components/schemas/OpenAIResponseContentPartRefusal'
            type: array
          title: Content
        role:
          anyOf:
          - type: string
            const: system
          - type: string
            const: developer
          - type: string
            const: user
          - type: string
            const: assistant
          title: Role
        type:
          type: string
          const: message
          title: Type
          default: message
        id:
          anyOf:
          - type: string
          - type: 'null'
          title: Id
        status:
          anyOf:
          - type: string
          - type: 'null'
          title: Status
      type: object
      required:
      - content
      - role
      title: OpenAIResponseMessage
      description: "Corresponds to the various Message types in the Responses API.\nThey are all under one type because the Responses API gives them all\nthe same \"type\" value, and there is no way to tell them apart in certain\nscenarios."
    OpenAIResponseObject:
      properties:
        created_at:
          type: integer
          title: Created At
          description: Unix timestamp when the response was created
        error:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseError'
          - type: 'null'
          description: Error details if the response generation failed
        id:
          type: string
          title: Id
          description: Unique identifier for this response
        model:
          type: string
          title: Model
          description: Model identifier used for generation
        object:
          type: string
          const: response
          title: Object
          description: Object type identifier, always "response"
          default: response
        output:
          items:
            oneOf:
            - $ref: '#/components/schemas/OpenAIResponseMessage-Output'
            - $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:
                file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
                function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
                mcp_approval_request: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
                mcp_call: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
                mcp_list_tools: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
                message: '#/components/schemas/OpenAIResponseMessage-Output'
                web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
          type: array
          title: Output
          description: List of generated output items (messages, tool calls, etc.)
        parallel_tool_calls:
          type: boolean
          title: Parallel Tool Calls
          description: Whether tool calls can be executed in parallel
          default: false
        previous_response_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Previous Response Id
          description: ID of the previous response in a conversation
        prompt:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponsePrompt'
          - type: 'null'
          description: Reference to a prompt template and its variables.
        status:
          type: string
          title: Status
          description: Current status of the response generation
        temperature:
          anyOf:
          - type: number
          - type: 'null'
          title: Temperature
          description: Sampling temperature used for generation
        text:
          $ref: '#/components/schemas/OpenAIResponseText'
          description: Text formatting configuration for the response
        top_p:
          anyOf:
          - type: number
          - type: 'null'
          title: Top P
          description: Nucleus sampling parameter used for generation
        tools:
          anyOf:
          - items:
              oneOf:
              - $ref: '#/components/schemas/OpenAIResponseInputToolWebSearch'
              - $ref: '#/components/schemas/OpenAIResponseInputToolFileSearch'
              - $ref: '#/components/schemas/OpenAIResponseInputToolFunction'
              - $ref: '#/components/schemas/OpenAIResponseToolMCP'
              discriminator:
                propertyName: type
                mapping:
                  file_search: '#/components/schemas/OpenAIResponseInputToolFileSearch'
                  function: '#/components/schemas/OpenAIResponseInputToolFunction'
                  mcp: '#/components/schemas/OpenAIResponseToolMCP'
                  web_search: '#/components/schemas/OpenAIResponseInputToolWebSearch'
                  web_search_preview: '#/components/schemas/OpenAIResponseInputToolWebSearch'
                  web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolWebSearch'
            type: array
          - type: 'null'
          title: Tools
          description: An array of tools the model may call while generating a response.
        truncation:
          anyOf:
          - type: string
          - type: 'null'
          title: Truncation
          description: Truncation strategy applied to the response
        usage:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseUsage'
          - type: 'null'
          description: Token usage information for the response
        instructions:
          anyOf:
          - type: string
          - type: 'null'
          title: Instructions
          description: System message inserted into the model's context
      type: object
      required:
      - created_at
      - id
      - model
      - output
      - status
      title: OpenAIResponseObject
      description: "Complete OpenAI response object containing generation results and metadata.\n\n:param created_at: Unix timestamp when the response was created\n:param error: (Optional) Error details if the response generation failed\n:param id: Unique identifier for this response\n:param model: Model identifier used for generation\n:param object: Object type identifier, always \"response\"\n:param output: List of generated output items (messages, tool calls, etc.)\n:param parallel_tool_calls: Whether tool calls can be executed in parallel\n:param previous_response_id: (Optional) ID of the previous response in a conversation\n:param prompt: (Optional) Reference to a prompt template and its variables.\n:param status: Current status of the response generation\n:param temperature: (Optional) Sampling temperature used for generation\n:param text: Text formatting configuration for the response\n:param top_p: (Optional) Nucleus sampling parameter used for generation\n:param tools: (Optional) An array of tools the model may call while generating a response.\n:param truncation: (Optional) Truncation strategy applied to the response\n:param usage: (Optional) Token usage information for the response\n:param instructions: (Optional) System message inserted into the model's context"
    OpenAIResponseObjectWithInput-Output:
      properties:
        created_at:
          type: integer
          title: Created At
          description: Unix timestamp when the response was created
        error:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseError'
          - type: 'null'
          description: Error details if the response generation failed
        id:
          type: string
          title: Id
          description: Unique identifier for this response
        model:
          type: string
          title: Model
          description: Model identifier used for generation
        object:
          type: string
          const: response
          title: Object
          description: Object type identifier, always "response"
          default: response
        output:
          items:
            oneOf:
            - $ref: '#/components/schemas/OpenAIResponseMessage-Output'
            - $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:
                file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
                function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
                mcp_approval_request: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
                mcp_call: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
                mcp_list_tools: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
                message: '#/components/schemas/OpenAIResponseMessage-Output'
                web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
          type: array
          title: Output
          description: List of generated output items (messages, tool calls, etc.)
        parallel_tool_calls:
          type: boolean
          title: Parallel Tool Calls
          description: Whether tool calls can be executed in parallel
          default: false
        previous_response_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Previous Response Id
          description: ID of the previous response in a conversation
        prompt:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponsePrompt'
          - type: 'null'
          description: Reference to a prompt template and its variables.
        status:
          type: string
          title: Status
          description: Current status of the response generation
        temperature:
          anyOf:
          - type: number
          - type: 'null'
          title: Temperature
          description: Sampling temperature used for generation
        text:
          $ref: '#/components/schemas/OpenAIResponseText'
          description: Text formatting configuration for the response
        top_p:
          anyOf:
          - type: number
          - type: 'null'
          title: Top P
          description: Nucleus sampling parameter used for generation
        tools:
          anyOf:
          - items:
              oneOf:
              - $ref: '#/components/schemas/OpenAIResponseInputToolWebSearch'
              - $ref: '#/components/schemas/OpenAIResponseInputToolFileSearch'
              - $ref: '#/components/schemas/OpenAIResponseInputToolFunction'
              - $ref: '#/components/schemas/OpenAIResponseToolMCP'
              discriminator:
                propertyName: type
                mapping:
                  file_search: '#/components/schemas/OpenAIResponseInputToolFileSearch'
                  function: '#/components/schemas/OpenAIResponseInputToolFunction'
                  mcp: '#/components/schemas/OpenAIResponseToolMCP'
                  web_search: '#/components/schemas/OpenAIResponseInputToolWebSearch'
                  web_search_preview: '#/components/schemas/OpenAIResponseInputToolWebSearch'
                  web_search_preview_2025_03_11: '#/components/schemas/OpenAIResponseInputToolWebSearch'
            type: array
          - type: 'null'
          title: Tools
          description: An array of tools the model may call while generating a response.
        truncation:
          anyOf:
          - type: string
          - type: 'null'
          title: Truncation
          description: Truncation strategy applied to the response
        usage:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseUsage'
          - type: 'null'
          description: Token usage information for the response
        instructions:
          anyOf:
          - type: string
          - type: 'null'
          title: Instructions
          description: System message inserted into the model's context
        input:
          items:
            anyOf:
            - oneOf:
              - $ref: '#/components/schemas/OpenAIResponseMessage-Output'
              - $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:
                  file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
                  function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
                  mcp_approval_request: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
                  mcp_call: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
                  mcp_list_tools: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
                  message: '#/components/schemas/OpenAIResponseMessage-Output'
                  web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
            - $ref: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
            - $ref: '#/components/schemas/OpenAIResponseMCPApprovalResponse'
            - $ref: '#/components/schemas/OpenAIResponseMessage-Output'
          type: array
          title: Input
          description: List of input items that led to this response
      type: object
      required:
      - created_at
      - id
      - model
      - output
      - status
      - input
      title: OpenAIResponseObjectWithInput
      description: "OpenAI response object extended with input context information.\n\n:param input: List of input items that led to this response"
    OpenAIResponseOutputMessageContentOutputText:
      properties:
        text:
          type: string
          title: Text
        type:
          type: string
          const: output_text
          title: Type
          default: output_text
        annotations:
          items:
            oneOf:
            - $ref: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
            - $ref: '#/components/schemas/OpenAIResponseAnnotationCitation'
            - $ref: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
            - $ref: '#/components/schemas/OpenAIResponseAnnotationFilePath'
            discriminator:
              propertyName: type
              mapping:
                container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
                file_citation: '#/components/schemas/OpenAIResponseAnnotationFileCitation'
                file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
                url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
          type: array
          title: Annotations
      type: object
      required:
      - text
      title: OpenAIResponseOutputMessageContentOutputText
    OpenAIResponseOutputMessageFileSearchToolCall:
      properties:
        id:
          type: string
          title: Id
          description: Unique identifier for this tool call
        queries:
          items:
            type: string
          type: array
          title: Queries
          description: List of search queries executed
        status:
          type: string
          title: Status
          description: Current status of the file search operation
        type:
          type: string
          const: file_search_call
          title: Type
          description: Tool call type identifier, always "file_search_call"
          default: file_search_call
        results:
          anyOf:
          - items:
              $ref: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCallResults'
            type: array
          - type: 'null'
          title: Results
          description: Search results returned by the file search operation
      type: object
      required:
      - id
      - queries
      - status
      title: OpenAIResponseOutputMessageFileSearchToolCall
      description: "File search tool call output message for OpenAI responses.\n\n:param id: Unique identifier for this tool call\n:param queries: List of search queries executed\n:param status: Current status of the file search operation\n:param type: Tool call type identifier, always \"file_search_call\"\n:param results: (Optional) Search results returned by the file search operation"
    OpenAIResponseOutputMessageFileSearchToolCallResults:
      properties:
        attributes:
          additionalProperties: true
          type: object
          title: Attributes
          description: Key-value attributes associated with the file
        file_id:
          type: string
          title: File Id
          description: Unique identifier of the file containing the result
        filename:
          type: string
          title: Filename
          description: Name of the file containing the result
        score:
          type: number
          title: Score
          description: Relevance score for this search result (between 0 and 1)
        text:
          type: string
          title: Text
          description: Text content of the search result
      type: object
      required:
      - attributes
      - file_id
      - filename
      - score
      - text
      title: OpenAIResponseOutputMessageFileSearchToolCallResults
      description: "Search results returned by the file search operation.\n\n:param attributes: (Optional) Key-value attributes associated with the file\n:param file_id: Unique identifier of the file containing the result\n:param filename: Name of the file containing the result\n:param score: Relevance score for this search result (between 0 and 1)\n:param text: Text content of the search result"
    OpenAIResponseOutputMessageFunctionToolCall:
      properties:
        call_id:
          type: string
          title: Call Id
          description: Unique identifier for the function call
        name:
          type: string
          title: Name
          description: Name of the function being called
        arguments:
          type: string
          title: Arguments
          description: JSON string containing the function arguments
        type:
          type: string
          const: function_call
          title: Type
          description: Tool call type identifier, always "function_call"
          default: function_call
        id:
          anyOf:
          - type: string
          - type: 'null'
          title: Id
          description: Additional identifier for the tool call
        status:
          anyOf:
          - type: string
          - type: 'null'
          title: Status
          description: Current status of the function call execution
      type: object
      required:
      - call_id
      - name
      - arguments
      title: OpenAIResponseOutputMessageFunctionToolCall
      description: "Function tool call output message for OpenAI responses.\n\n:param call_id: Unique identifier for the function call\n:param name: Name of the function being called\n:param arguments: JSON string containing the function arguments\n:param type: Tool call type identifier, always \"function_call\"\n:param id: (Optional) Additional identifier for the tool call\n:param status: (Optional) Current status of the function call execution"
    OpenAIResponseOutputMessageMCPCall:
      properties:
        id:
          type: string
          title: Id
          description: Unique identifier for this MCP call
        type:
          type: string
          const: mcp_call
          title: Type
          description: Tool call type identifier, always "mcp_call"
          default: mcp_call
        arguments:
          type: string
          title: Arguments
          description: JSON string containing the MCP call arguments
        name:
          type: string
          title: Name
          description: Name of the MCP method being called
        server_label:
          type: string
          title: Server Label
          description: Label identifying the MCP server handling the call
        error:
          anyOf:
          - type: string
          - type: 'null'
          title: Error
          description: Error message if the MCP call failed
        output:
          anyOf:
          - type: string
          - type: 'null'
          title: Output
          description: Output result from the successful MCP call
      type: object
      required:
      - id
      - arguments
      - name
      - server_label
      title: OpenAIResponseOutputMessageMCPCall
      description: "Model Context Protocol (MCP) call output message for OpenAI responses.\n\n:param id: Unique identifier for this MCP call\n:param type: Tool call type identifier, always \"mcp_call\"\n:param arguments: JSON string containing the MCP call arguments\n:param name: Name of the MCP method being called\n:param server_label: Label identifying the MCP server handling the call\n:param error: (Optional) Error message if the MCP call failed\n:param output: (Optional) Output result from the successful MCP call"
    OpenAIResponseOutputMessageMCPListTools:
      properties:
        id:
          type: string
          title: Id
          description: Unique identifier for this MCP list tools operation
        type:
          type: string
          const: mcp_list_tools
          title: Type
          description: Tool call type identifier, always "mcp_list_tools"
          default: mcp_list_tools
        server_label:
          type: string
          title: Server Label
          description: Label identifying the MCP server providing the tools
        tools:
          items:
            $ref: '#/components/schemas/MCPListToolsTool'
          type: array
          title: Tools
          description: List of available tools provided by the MCP server
      type: object
      required:
      - id
      - server_label
      - tools
      title: OpenAIResponseOutputMessageMCPListTools
      description: "MCP list tools output message containing available tools from an MCP server.\n\n:param id: Unique identifier for this MCP list tools operation\n:param type: Tool call type identifier, always \"mcp_list_tools\"\n:param server_label: Label identifying the MCP server providing the tools\n:param tools: List of available tools provided by the MCP server"
    OpenAIResponseOutputMessageWebSearchToolCall:
      properties:
        id:
          type: string
          title: Id
          description: Unique identifier for this tool call
        status:
          type: string
          title: Status
          description: Current status of the web search operation
        type:
          type: string
          const: web_search_call
          title: Type
          description: Tool call type identifier, always "web_search_call"
          default: web_search_call
      type: object
      required:
      - id
      - status
      title: OpenAIResponseOutputMessageWebSearchToolCall
      description: "Web search tool call output message for OpenAI responses.\n\n:param id: Unique identifier for this tool call\n:param status: Current status of the web search operation\n:param type: Tool call type identifier, always \"web_search_call\""
    OpenAIResponsePrompt:
      properties:
        id:
          type: string
          title: Id
          description: Unique identifier of the prompt template
        variables:
          anyOf:
          - additionalProperties:
              oneOf:
              - $ref: '#/components/schemas/OpenAIResponseInputMessageContentText'
              - $ref: '#/components/schemas/OpenAIResponseInputMessageContentImage'
              - $ref: '#/components/schemas/OpenAIResponseInputMessageContentFile'
              discriminator:
                propertyName: type
                mapping:
                  input_file: '#/components/schemas/OpenAIResponseInputMessageContentFile'
                  input_image: '#/components/schemas/OpenAIResponseInputMessageContentImage'
                  input_text: '#/components/schemas/OpenAIResponseInputMessageContentText'
            type: object
          - type: 'null'
          title: Variables
          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:
          anyOf:
          - type: string
          - type: 'null'
          title: Version
          description: Version number of the prompt to use (defaults to latest if not specified)
      type: object
      required:
      - id
      title: OpenAIResponsePrompt
      description: "OpenAI compatible Prompt object that is used in OpenAI responses.\n\n:param id: Unique identifier of the prompt template\n:param variables: Dictionary of variable names to OpenAIResponseInputMessageContent structure for template substitution. The substitution values can either be strings, or other Response input types\nlike images or files.\n:param version: Version number of the prompt to use (defaults to latest if not specified)"
    OpenAIResponseText:
      properties:
        format:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseTextFormat'
          - type: 'null'
          description: Text format configuration specifying output format requirements
      type: object
      title: OpenAIResponseText
      description: "Text response configuration for OpenAI responses.\n\n:param format: (Optional) Text format configuration specifying output format requirements"
    OpenAIResponseTextFormat:
      properties:
        type:
          anyOf:
          - type: string
            const: text
          - type: string
            const: json_schema
          - type: string
            const: json_object
          title: Type
        name:
          anyOf:
          - type: string
          - type: 'null'
          title: Name
        schema:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Schema
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
        strict:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Strict
      type: object
      title: OpenAIResponseTextFormat
      description: "Configuration for Responses API text format.\n\n:param type: Must be \"text\", \"json_schema\", or \"json_object\" to identify the format type\n:param name: The name of the response format. Only used for json_schema.\n:param schema: The JSON schema the response should conform to. In a Python SDK, this is often a `pydantic` model. Only used for json_schema.\n:param description: (Optional) A description of the response format. Only used for json_schema.\n:param strict: (Optional) Whether to strictly enforce the JSON schema. If true, the response must match the schema exactly. Only used for json_schema."
    OpenAIResponseToolMCP:
      properties:
        type:
          type: string
          const: mcp
          title: Type
          description: Tool type identifier, always "mcp"
          default: mcp
        server_label:
          type: string
          title: Server Label
          description: Label to identify this MCP server
        allowed_tools:
          anyOf:
          - items:
              type: string
            type: array
          - $ref: '#/components/schemas/AllowedToolsFilter'
          - type: 'null'
          title: Allowed Tools
          description: Restriction on which tools can be used from this server
      type: object
      required:
      - server_label
      title: OpenAIResponseToolMCP
      description: "Model Context Protocol (MCP) tool configuration for OpenAI response object.\n\n:param type: Tool type identifier, always \"mcp\"\n:param server_label: Label to identify this MCP server\n:param allowed_tools: (Optional) Restriction on which tools can be used from this server"
    OpenAIResponseUsage:
      properties:
        input_tokens:
          type: integer
          title: Input Tokens
          description: Number of tokens in the input
        output_tokens:
          type: integer
          title: Output Tokens
          description: Number of tokens in the output
        total_tokens:
          type: integer
          title: Total Tokens
          description: Total tokens used (input + output)
        input_tokens_details:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseUsageInputTokensDetails'
          - type: 'null'
          description: Detailed breakdown of input token usage
        output_tokens_details:
          anyOf:
          - $ref: '#/components/schemas/OpenAIResponseUsageOutputTokensDetails'
          - type: 'null'
          description: Detailed breakdown of output token usage
      type: object
      required:
      - input_tokens
      - output_tokens
      - total_tokens
      title: OpenAIResponseUsage
      description: "Usage information for OpenAI response.\n\n:param input_tokens: Number of tokens in the input\n:param output_tokens: Number of tokens in the output\n:param total_tokens: Total tokens used (input + output)\n:param input_tokens_details: Detailed breakdown of input token usage\n:param output_tokens_details: Detailed breakdown of output token usage"
    OpenAIResponseUsageInputTokensDetails:
      properties:
        cached_tokens:
          anyOf:
          - type: integer
          - type: 'null'
          title: Cached Tokens
          description: Number of tokens retrieved from cache
      type: object
      title: OpenAIResponseUsageInputTokensDetails
      description: "Token details for input tokens in OpenAI response usage.\n\n:param cached_tokens: Number of tokens retrieved from cache"
    OpenAIResponseUsageOutputTokensDetails:
      properties:
        reasoning_tokens:
          anyOf:
          - type: integer
          - type: 'null'
          title: Reasoning Tokens
          description: Number of tokens used for reasoning (o1/o3 models)
      type: object
      title: OpenAIResponseUsageOutputTokensDetails
      description: "Token details for output tokens in OpenAI response usage.\n\n:param reasoning_tokens: Number of tokens used for reasoning (o1/o3 models)"
    OpenAISystemMessageParam:
      properties:
        role:
          type: string
          const: system
          title: Role
          default: system
        content:
          anyOf:
          - type: string
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            type: array
          title: Content
        name:
          anyOf:
          - type: string
          - type: 'null'
          title: Name
      type: object
      required:
      - content
      title: OpenAISystemMessageParam
      description: A system message providing instructions or context to the model.
    OpenAITokenLogProb:
      properties:
        token:
          type: string
          title: Token
        bytes:
          anyOf:
          - items:
              type: integer
            type: array
          - type: 'null'
          title: Bytes
        logprob:
          type: number
          title: Logprob
        top_logprobs:
          items:
            $ref: '#/components/schemas/OpenAITopLogProb'
          type: array
          title: Top Logprobs
      type: object
      required:
      - token
      - logprob
      - top_logprobs
      title: OpenAITokenLogProb
      description: "The log probability for a token from an OpenAI-compatible chat completion response.\n\n:token: The token\n:bytes: (Optional) The bytes for the token\n:logprob: The log probability of the token\n:top_logprobs: The top log probabilities for the token"
    OpenAIToolMessageParam:
      properties:
        role:
          type: string
          const: tool
          title: Role
          default: tool
        tool_call_id:
          type: string
          title: Tool Call Id
        content:
          anyOf:
          - type: string
          - items:
              $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            type: array
          title: Content
      type: object
      required:
      - tool_call_id
      - content
      title: OpenAIToolMessageParam
      description: A message representing the result of a tool invocation in an OpenAI-compatible chat completion request.
    OpenAITopLogProb:
      properties:
        token:
          type: string
          title: Token
        bytes:
          anyOf:
          - items:
              type: integer
            type: array
          - type: 'null'
          title: Bytes
        logprob:
          type: number
          title: Logprob
      type: object
      required:
      - token
      - logprob
      title: OpenAITopLogProb
      description: "The top log probability for a token from an OpenAI-compatible chat completion response.\n\n:token: The token\n:bytes: (Optional) The bytes for the token\n:logprob: The log probability of the token"
    OpenAIUserMessageParam-Input:
      properties:
        role:
          type: string
          const: user
          title: Role
          default: user
        content:
          anyOf:
          - type: string
          - items:
              oneOf:
              - $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
              - $ref: '#/components/schemas/OpenAIChatCompletionContentPartImageParam'
              - $ref: '#/components/schemas/OpenAIFile'
              discriminator:
                propertyName: type
                mapping:
                  file: '#/components/schemas/OpenAIFile'
                  image_url: '#/components/schemas/OpenAIChatCompletionContentPartImageParam'
                  text: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            type: array
          title: Content
        name:
          anyOf:
          - type: string
          - type: 'null'
          title: Name
      type: object
      required:
      - content
      title: OpenAIUserMessageParam
      description: A message from the user in an OpenAI-compatible chat completion request.
    OpenAIUserMessageParam-Output:
      properties:
        role:
          type: string
          const: user
          title: Role
          default: user
        content:
          anyOf:
          - type: string
          - items:
              oneOf:
              - $ref: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
              - $ref: '#/components/schemas/OpenAIChatCompletionContentPartImageParam'
              - $ref: '#/components/schemas/OpenAIFile'
              discriminator:
                propertyName: type
                mapping:
                  file: '#/components/schemas/OpenAIFile'
                  image_url: '#/components/schemas/OpenAIChatCompletionContentPartImageParam'
                  text: '#/components/schemas/OpenAIChatCompletionContentPartTextParam'
            type: array
          title: Content
        name:
          anyOf:
          - type: string
          - type: 'null'
          title: Name
      type: object
      required:
      - content
      title: OpenAIUserMessageParam
      description: A message from the user in an OpenAI-compatible chat completion request.
    Order:
      type: string
      enum:
      - asc
      - desc
      title: Order
      description: Sort order for paginated responses.
    OutputTokensDetails:
      properties:
        reasoning_tokens:
          type: integer
          title: Reasoning Tokens
      additionalProperties: true
      type: object
      required:
      - reasoning_tokens
      title: OutputTokensDetails
    Prompt:
      properties:
        prompt:
          anyOf:
          - type: string
          - type: 'null'
          title: Prompt
          description: The system prompt text with variable placeholders. Variables are only supported when using the Responses API.
        version:
          type: integer
          minimum: 1.0
          title: Version
          description: Version (integer starting at 1, incremented on save).
        prompt_id:
          type: string
          title: Prompt Id
          description: Unique identifier formatted as 'pmpt_<48-digit-hash>'.
        variables:
          items:
            type: string
          type: array
          title: Variables
          description: List of prompt variable names that can be used in the prompt template.
        is_default:
          type: boolean
          title: Is Default
          description: Boolean indicating whether this version is the default version for this prompt.
          default: false
      type: object
      required:
      - version
      - prompt_id
      title: Prompt
      description: A prompt resource representing a stored OpenAI Compatible prompt template in Llama Stack.
    ProviderInfo:
      properties:
        api:
          type: string
          title: Api
          description: The API name this provider implements
        provider_id:
          type: string
          title: Provider Id
          description: Unique identifier for the provider
        provider_type:
          type: string
          title: Provider Type
          description: The type of provider implementation
        config:
          additionalProperties: true
          type: object
          title: Config
          description: Configuration parameters for the provider
        health:
          additionalProperties: true
          type: object
          title: Health
          description: Current health status of the provider
      type: object
      required:
      - api
      - provider_id
      - provider_type
      - config
      - health
      title: ProviderInfo
      description: Information about a registered provider including its configuration and health status.
    QueryChunksRequest:
      properties:
        vector_store_id:
          type: string
          title: Vector Store Id
          description: The identifier of the vector database to query.
        query:
          anyOf:
          - type: string
          - oneOf:
            - $ref: '#/components/schemas/ImageContentItem-Input'
            - $ref: '#/components/schemas/TextContentItem'
            discriminator:
              propertyName: type
              mapping:
                image: '#/components/schemas/ImageContentItem-Input'
                text: '#/components/schemas/TextContentItem'
          - items:
              oneOf:
              - $ref: '#/components/schemas/ImageContentItem-Input'
              - $ref: '#/components/schemas/TextContentItem'
              discriminator:
                propertyName: type
                mapping:
                  image: '#/components/schemas/ImageContentItem-Input'
                  text: '#/components/schemas/TextContentItem'
            type: array
          title: Query
          description: The query to search for.
        params:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Params
          description: The parameters of the query.
      type: object
      required:
      - vector_store_id
      - query
      title: QueryChunksRequest
      description: Request to query chunks from a vector database.
    QueryChunksResponse:
      properties:
        chunks:
          items:
            $ref: '#/components/schemas/Chunk-Output'
          type: array
          title: Chunks
        scores:
          items:
            type: number
          type: array
          title: Scores
      type: object
      required:
      - chunks
      - scores
      title: QueryChunksResponse
      description: Response from querying chunks in a vector database.
    RAGDocument:
      properties:
        document_id:
          type: string
          title: Document Id
        content:
          anyOf:
          - type: string
          - oneOf:
            - $ref: '#/components/schemas/ImageContentItem-Input'
            - $ref: '#/components/schemas/TextContentItem'
            discriminator:
              propertyName: type
              mapping:
                image: '#/components/schemas/ImageContentItem-Input'
                text: '#/components/schemas/TextContentItem'
          - items:
              oneOf:
              - $ref: '#/components/schemas/ImageContentItem-Input'
              - $ref: '#/components/schemas/TextContentItem'
              discriminator:
                propertyName: type
                mapping:
                  image: '#/components/schemas/ImageContentItem-Input'
                  text: '#/components/schemas/TextContentItem'
            type: array
          - $ref: '#/components/schemas/URL'
          title: Content
        mime_type:
          anyOf:
          - type: string
          - type: 'null'
          title: Mime Type
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
      type: object
      required:
      - document_id
      - content
      title: RAGDocument
      description: "A document to be used for document ingestion in the RAG Tool.\n\n:param document_id: The unique identifier for the document.\n:param content: The content of the document.\n:param mime_type: The MIME type of the document.\n:param metadata: Additional metadata for the document."
    RAGQueryConfig:
      properties:
        query_generator_config:
          oneOf:
          - $ref: '#/components/schemas/DefaultRAGQueryGeneratorConfig'
          - $ref: '#/components/schemas/LLMRAGQueryGeneratorConfig'
          title: Query Generator Config
          default:
            type: default
            separator: ' '
          discriminator:
            propertyName: type
            mapping:
              default: '#/components/schemas/DefaultRAGQueryGeneratorConfig'
              llm: '#/components/schemas/LLMRAGQueryGeneratorConfig'
        max_tokens_in_context:
          type: integer
          title: Max Tokens In Context
          default: 4096
        max_chunks:
          type: integer
          title: Max Chunks
          default: 5
        chunk_template:
          type: string
          title: Chunk Template
          default: "Result {index}\nContent: {chunk.content}\nMetadata: {metadata}\n"
        mode:
          anyOf:
          - $ref: '#/components/schemas/RAGSearchMode'
          - type: 'null'
          default: vector
        ranker:
          anyOf:
          - oneOf:
            - $ref: '#/components/schemas/RRFRanker'
            - $ref: '#/components/schemas/WeightedRanker'
            discriminator:
              propertyName: type
              mapping:
                rrf: '#/components/schemas/RRFRanker'
                weighted: '#/components/schemas/WeightedRanker'
          - type: 'null'
          title: Ranker
      type: object
      title: RAGQueryConfig
      description: "Configuration for the RAG query generation.\n\n:param query_generator_config: Configuration for the query generator.\n:param max_tokens_in_context: Maximum number of tokens in the context.\n:param max_chunks: Maximum number of chunks to retrieve.\n:param chunk_template: Template for formatting each retrieved chunk in the context.\n    Available placeholders: {index} (1-based chunk ordinal), {chunk.content} (chunk content string), {metadata} (chunk metadata dict).\n    Default: \"Result {index}\\nContent: {chunk.content}\\nMetadata: {metadata}\\n\"\n:param mode: Search mode for retrieval—either \"vector\", \"keyword\", or \"hybrid\". Default \"vector\".\n:param ranker: Configuration for the ranker to use in hybrid search. Defaults to RRF ranker."
    RAGQueryResult:
      properties:
        content:
          anyOf:
          - type: string
          - oneOf:
            - $ref: '#/components/schemas/ImageContentItem-Output'
            - $ref: '#/components/schemas/TextContentItem'
            discriminator:
              propertyName: type
              mapping:
                image: '#/components/schemas/ImageContentItem-Output'
                text: '#/components/schemas/TextContentItem'
          - items:
              oneOf:
              - $ref: '#/components/schemas/ImageContentItem-Output'
              - $ref: '#/components/schemas/TextContentItem'
              discriminator:
                propertyName: type
                mapping:
                  image: '#/components/schemas/ImageContentItem-Output'
                  text: '#/components/schemas/TextContentItem'
            type: array
          - type: 'null'
          title: Content
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
      type: object
      title: RAGQueryResult
      description: "Result of a RAG query containing retrieved content and metadata.\n\n:param content: (Optional) The retrieved content from the query\n:param metadata: Additional metadata about the query result"
    RAGSearchMode:
      type: string
      enum:
      - vector
      - keyword
      - hybrid
      title: RAGSearchMode
      description: "Search modes for RAG query retrieval:\n- VECTOR: Uses vector similarity search for semantic matching\n- KEYWORD: Uses keyword-based search for exact matching\n- HYBRID: Combines both vector and keyword search for better results"
    RRFRanker:
      properties:
        type:
          type: string
          const: rrf
          title: Type
          default: rrf
        impact_factor:
          type: number
          title: Impact Factor
          default: 60.0
          minimum: 0.0
      type: object
      title: RRFRanker
      description: "Reciprocal Rank Fusion (RRF) ranker configuration.\n\n:param type: The type of ranker, always \"rrf\"\n:param impact_factor: The impact factor for RRF scoring. Higher values give more weight to higher-ranked results.\n                     Must be greater than 0"
    RegexParserScoringFnParams:
      properties:
        type:
          type: string
          const: regex_parser
          title: Type
          default: regex_parser
        parsing_regexes:
          items:
            type: string
          type: array
          title: Parsing Regexes
          description: Regex to extract the answer from generated response
        aggregation_functions:
          items:
            $ref: '#/components/schemas/AggregationFunctionType'
          type: array
          title: Aggregation Functions
          description: Aggregation functions to apply to the scores of each row
      type: object
      title: RegexParserScoringFnParams
      description: Parameters for regex parser scoring function configuration.
    RegisterModelRequest:
      properties:
        model_id:
          type: string
          title: Model Id
          description: The identifier of the model to register.
        provider_model_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Provider Model Id
          description: The identifier of the model in the provider.
        provider_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Provider Id
          description: The identifier of the provider.
        metadata:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Metadata
          description: Any additional metadata for this model.
        model_type:
          anyOf:
          - $ref: '#/components/schemas/ModelType'
          - type: 'null'
          description: The type of model to register.
      type: object
      required:
      - model_id
      title: RegisterModelRequest
      description: Request model for registering a new model.
    RegisterScoringFunctionRequest:
      properties:
        scoring_fn_id:
          type: string
          title: Scoring Fn Id
          description: The ID of the scoring function to register
        description:
          type: string
          title: Description
          description: The description of the scoring function
        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'
          title: Return Type
          description: The return type of the scoring function
          discriminator:
            propertyName: type
            mapping:
              agent_turn_input: '#/components/schemas/AgentTurnInputType'
              array: '#/components/schemas/ArrayType'
              boolean: '#/components/schemas/BooleanType'
              chat_completion_input: '#/components/schemas/ChatCompletionInputType'
              completion_input: '#/components/schemas/CompletionInputType'
              json: '#/components/schemas/JsonType'
              number: '#/components/schemas/NumberType'
              object: '#/components/schemas/ObjectType'
              string: '#/components/schemas/StringType'
              union: '#/components/schemas/UnionType'
        provider_scoring_fn_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Provider Scoring Fn Id
          description: The ID of the provider scoring function to use for the scoring function
        provider_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Provider Id
          description: The ID of the provider to use for the scoring function
        params:
          anyOf:
          - oneOf:
            - $ref: '#/components/schemas/LLMAsJudgeScoringFnParams'
            - $ref: '#/components/schemas/RegexParserScoringFnParams'
            - $ref: '#/components/schemas/BasicScoringFnParams'
            discriminator:
              propertyName: type
              mapping:
                basic: '#/components/schemas/BasicScoringFnParams'
                llm_as_judge: '#/components/schemas/LLMAsJudgeScoringFnParams'
                regex_parser: '#/components/schemas/RegexParserScoringFnParams'
          - type: 'null'
          title: Params
          description: The parameters for the scoring function for benchmark eval, these can be overridden for app eval
      type: object
      required:
      - scoring_fn_id
      - description
      - return_type
      title: RegisterScoringFunctionRequest
      description: Request model for registering a scoring function.
    RegisterShieldRequest:
      properties:
        shield_id:
          type: string
          title: Shield Id
          description: The identifier of the shield to register
        provider_shield_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Provider Shield Id
          description: The identifier of the shield in the provider
        provider_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Provider Id
          description: The identifier of the provider
        params:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Params
          description: The parameters of the shield
      type: object
      required:
      - shield_id
      title: RegisterShieldRequest
      description: Request model for registering a shield.
    RegisterToolGroupRequest:
      properties:
        toolgroup_id:
          type: string
          title: Toolgroup Id
          description: The ID of the tool group to register
        provider_id:
          type: string
          title: Provider Id
          description: The ID of the provider to use for the tool group
        mcp_endpoint:
          anyOf:
          - $ref: '#/components/schemas/URL'
          - type: 'null'
          description: The MCP endpoint to use for the tool group
        args:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Args
          description: A dictionary of arguments to pass to the tool group
      type: object
      required:
      - toolgroup_id
      - provider_id
      title: RegisterToolGroupRequest
      description: Request model for registering a tool group.
    ResponseGuardrailSpec:
      properties:
        type:
          type: string
          title: Type
          description: The type/identifier of the guardrail.
      type: object
      required:
      - type
      title: ResponseGuardrailSpec
      description: Specification for a guardrail to apply during response generation.
    RouteInfo:
      properties:
        route:
          type: string
          title: Route
          description: The API endpoint path
        method:
          type: string
          title: Method
          description: HTTP method for the route
        provider_types:
          items:
            type: string
          type: array
          title: Provider Types
          description: List of provider types that implement this route
      type: object
      required:
      - route
      - method
      - provider_types
      title: RouteInfo
      description: Information about an API route including its path, method, and implementing providers.
    RunModerationRequest:
      properties:
        input:
          anyOf:
          - type: string
          - items:
              type: string
            type: array
          title: Input
          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:
          anyOf:
          - type: string
          - type: 'null'
          title: Model
          description: The content moderation model you would like to use.
      type: object
      required:
      - input
      title: RunModerationRequest
      description: Request model for running moderation.
    RunShieldRequest:
      properties:
        shield_id:
          type: string
          title: Shield Id
          description: The identifier of the shield to run.
        messages:
          items:
            oneOf:
            - $ref: '#/components/schemas/OpenAIUserMessageParam-Input'
            - $ref: '#/components/schemas/OpenAISystemMessageParam'
            - $ref: '#/components/schemas/OpenAIAssistantMessageParam-Input'
            - $ref: '#/components/schemas/OpenAIToolMessageParam'
            - $ref: '#/components/schemas/OpenAIDeveloperMessageParam'
            discriminator:
              propertyName: role
              mapping:
                assistant: '#/components/schemas/OpenAIAssistantMessageParam-Input'
                developer: '#/components/schemas/OpenAIDeveloperMessageParam'
                system: '#/components/schemas/OpenAISystemMessageParam'
                tool: '#/components/schemas/OpenAIToolMessageParam'
                user: '#/components/schemas/OpenAIUserMessageParam-Input'
          type: array
          title: Messages
          description: The messages to run the shield on.
        params:
          additionalProperties: true
          type: object
          title: Params
          description: The parameters of the shield.
      type: object
      required:
      - shield_id
      - messages
      - params
      title: RunShieldRequest
      description: Request model for running a shield.
    RunShieldResponse:
      properties:
        violation:
          anyOf:
          - $ref: '#/components/schemas/SafetyViolation'
          - type: 'null'
          description: Safety violation detected by the shield, if any.
      type: object
      title: RunShieldResponse
      description: Response from running a safety shield.
    SafetyViolation:
      properties:
        violation_level:
          $ref: '#/components/schemas/ViolationLevel'
          description: Severity level of the violation.
        user_message:
          anyOf:
          - type: string
          - type: 'null'
          title: User Message
          description: Message to convey to the user about the violation.
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
          description: Additional metadata including specific violation codes for debugging and telemetry.
      type: object
      required:
      - violation_level
      title: SafetyViolation
      description: Details of a safety violation detected by content moderation.
    ScoreBatchRequest:
      properties:
        dataset_id:
          type: string
          title: Dataset Id
          description: The ID of the dataset to score
        scoring_functions:
          additionalProperties:
            anyOf:
            - oneOf:
              - $ref: '#/components/schemas/LLMAsJudgeScoringFnParams'
              - $ref: '#/components/schemas/RegexParserScoringFnParams'
              - $ref: '#/components/schemas/BasicScoringFnParams'
              discriminator:
                propertyName: type
                mapping:
                  basic: '#/components/schemas/BasicScoringFnParams'
                  llm_as_judge: '#/components/schemas/LLMAsJudgeScoringFnParams'
                  regex_parser: '#/components/schemas/RegexParserScoringFnParams'
            - type: 'null'
          type: object
          title: Scoring Functions
          description: The scoring functions to use for the scoring
        save_results_dataset:
          type: boolean
          title: Save Results Dataset
          description: Whether to save the results to a dataset
          default: false
      type: object
      required:
      - dataset_id
      - scoring_functions
      title: ScoreBatchRequest
      description: Request for batch scoring operations.
    ScoreBatchResponse:
      properties:
        dataset_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Dataset Id
          description: The identifier of the dataset that was scored
        results:
          additionalProperties:
            $ref: '#/components/schemas/ScoringResult'
          type: object
          title: Results
          description: A map of scoring function name to ScoringResult
      type: object
      required:
      - results
      title: ScoreBatchResponse
      description: Response from batch scoring operations on datasets.
    ScoreRequest:
      properties:
        input_rows:
          items:
            additionalProperties: true
            type: object
          type: array
          title: Input Rows
          description: The rows to score
        scoring_functions:
          additionalProperties:
            anyOf:
            - oneOf:
              - $ref: '#/components/schemas/LLMAsJudgeScoringFnParams'
              - $ref: '#/components/schemas/RegexParserScoringFnParams'
              - $ref: '#/components/schemas/BasicScoringFnParams'
              discriminator:
                propertyName: type
                mapping:
                  basic: '#/components/schemas/BasicScoringFnParams'
                  llm_as_judge: '#/components/schemas/LLMAsJudgeScoringFnParams'
                  regex_parser: '#/components/schemas/RegexParserScoringFnParams'
            - type: 'null'
          type: object
          title: Scoring Functions
          description: The scoring functions to use for the scoring
      type: object
      required:
      - input_rows
      - scoring_functions
      title: ScoreRequest
      description: Request for scoring a list of rows.
    ScoreResponse:
      properties:
        results:
          additionalProperties:
            $ref: '#/components/schemas/ScoringResult'
          type: object
          title: Results
          description: A map of scoring function name to ScoringResult
      type: object
      required:
      - results
      title: ScoreResponse
      description: The response from scoring.
    ScoringFn:
      properties:
        identifier:
          type: string
          title: Identifier
          description: Unique identifier for this resource in llama stack
        provider_resource_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Provider Resource Id
          description: Unique identifier for this resource in the provider
        provider_id:
          type: string
          title: Provider Id
          description: ID of the provider that owns this resource
        type:
          type: string
          const: scoring_function
          title: Type
          default: scoring_function
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
          description: Any additional metadata for this definition
        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'
          title: Return Type
          description: The return type of the deterministic function
          discriminator:
            propertyName: type
            mapping:
              agent_turn_input: '#/components/schemas/AgentTurnInputType'
              array: '#/components/schemas/ArrayType'
              boolean: '#/components/schemas/BooleanType'
              chat_completion_input: '#/components/schemas/ChatCompletionInputType'
              completion_input: '#/components/schemas/CompletionInputType'
              json: '#/components/schemas/JsonType'
              number: '#/components/schemas/NumberType'
              object: '#/components/schemas/ObjectType'
              string: '#/components/schemas/StringType'
              union: '#/components/schemas/UnionType'
        params:
          anyOf:
          - oneOf:
            - $ref: '#/components/schemas/LLMAsJudgeScoringFnParams'
            - $ref: '#/components/schemas/RegexParserScoringFnParams'
            - $ref: '#/components/schemas/BasicScoringFnParams'
            discriminator:
              propertyName: type
              mapping:
                basic: '#/components/schemas/BasicScoringFnParams'
                llm_as_judge: '#/components/schemas/LLMAsJudgeScoringFnParams'
                regex_parser: '#/components/schemas/RegexParserScoringFnParams'
          - type: 'null'
          title: Params
          description: The parameters for the scoring function for benchmark eval, these can be overridden for app eval
      type: object
      required:
      - identifier
      - provider_id
      - return_type
      title: ScoringFn
      description: A scoring function resource for evaluating model outputs.
    ScoringResult:
      properties:
        score_rows:
          items:
            additionalProperties: true
            type: object
          type: array
          title: Score Rows
          description: The scoring result for each row. Each row is a map of column name to value
        aggregated_results:
          additionalProperties: true
          type: object
          title: Aggregated Results
          description: Map of metric name to aggregated value
      type: object
      required:
      - score_rows
      - aggregated_results
      title: ScoringResult
      description: A scoring result for a single row.
    SearchRankingOptions:
      properties:
        ranker:
          anyOf:
          - type: string
          - type: 'null'
          title: Ranker
        score_threshold:
          anyOf:
          - type: number
          - type: 'null'
          title: Score Threshold
          default: 0.0
      type: object
      title: SearchRankingOptions
      description: Options for ranking and filtering search results.
    SetDefaultVersionRequest:
      properties:
        version:
          type: integer
          title: Version
          description: The version to set as default.
      type: object
      required:
      - version
      title: SetDefaultVersionRequest
      description: Request model for setting a prompt version as default.
    Shield:
      properties:
        identifier:
          type: string
          title: Identifier
          description: Unique identifier for this resource in llama stack
        provider_resource_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Provider Resource Id
          description: Unique identifier for this resource in the provider
        provider_id:
          type: string
          title: Provider Id
          description: ID of the provider that owns this resource
        type:
          type: string
          const: shield
          title: Type
          description: The resource type, always shield
          default: shield
        params:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Params
          description: Configuration parameters for the shield
      type: object
      required:
      - identifier
      - provider_id
      title: Shield
      description: A safety shield resource that can be used to check content.
    StringType:
      properties:
        type:
          type: string
          const: string
          title: Type
          default: string
      type: object
      title: StringType
      description: "Parameter type for string values.\n\n:param type: Discriminator type. Always \"string\""
    TextContentItem:
      properties:
        type:
          type: string
          const: text
          title: Type
          default: text
        text:
          type: string
          title: Text
      type: object
      required:
      - text
      title: TextContentItem
      description: A text content item.
    ToolDef:
      properties:
        toolgroup_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Toolgroup Id
          description: ID of the tool group this tool belongs to
        name:
          type: string
          title: Name
          description: Name of the tool
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
          description: Human-readable description of what the tool does
        input_schema:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Input Schema
          description: JSON Schema for tool inputs (MCP inputSchema)
        output_schema:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Output Schema
          description: JSON Schema for tool outputs (MCP outputSchema)
        metadata:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Metadata
          description: Additional metadata about the tool
      type: object
      required:
      - name
      title: ToolDef
      description: Tool definition used in runtime contexts.
    ToolGroup:
      properties:
        identifier:
          type: string
          title: Identifier
          description: Unique identifier for this resource in llama stack
        provider_resource_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Provider Resource Id
          description: Unique identifier for this resource in the provider
        provider_id:
          type: string
          title: Provider Id
          description: ID of the provider that owns this resource
        type:
          type: string
          const: tool_group
          title: Type
          description: Type of resource, always 'tool_group'
          default: tool_group
        mcp_endpoint:
          anyOf:
          - $ref: '#/components/schemas/URL'
          - type: 'null'
          description: Model Context Protocol endpoint for remote tools
        args:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Args
          description: Additional arguments for the tool group
      type: object
      required:
      - identifier
      - provider_id
      title: ToolGroup
      description: A group of related tools managed together.
    ToolInvocationResult:
      properties:
        content:
          anyOf:
          - type: string
          - oneOf:
            - $ref: '#/components/schemas/ImageContentItem-Output'
            - $ref: '#/components/schemas/TextContentItem'
            discriminator:
              propertyName: type
              mapping:
                image: '#/components/schemas/ImageContentItem-Output'
                text: '#/components/schemas/TextContentItem'
          - items:
              oneOf:
              - $ref: '#/components/schemas/ImageContentItem-Output'
              - $ref: '#/components/schemas/TextContentItem'
              discriminator:
                propertyName: type
                mapping:
                  image: '#/components/schemas/ImageContentItem-Output'
                  text: '#/components/schemas/TextContentItem'
            type: array
          - type: 'null'
          title: Content
          description: The output content from the tool execution
        error_message:
          anyOf:
          - type: string
          - type: 'null'
          title: Error Message
          description: Error message if the tool execution failed
        error_code:
          anyOf:
          - type: integer
          - type: 'null'
          title: Error Code
          description: Numeric error code if the tool execution failed
        metadata:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Metadata
          description: Additional metadata about the tool execution
      type: object
      title: ToolInvocationResult
      description: Result of a tool invocation.
    URL:
      properties:
        uri:
          type: string
          title: Uri
      type: object
      required:
      - uri
      title: URL
      description: A URL reference to external content.
    UnionType:
      properties:
        type:
          type: string
          const: union
          title: Type
          default: union
      type: object
      title: UnionType
      description: "Parameter type for union values.\n\n:param type: Discriminator type. Always \"union\""
    UpdatePromptRequest:
      properties:
        prompt:
          type: string
          title: Prompt
          description: The updated prompt text content.
        version:
          type: integer
          title: Version
          description: The current version of the prompt being updated.
        variables:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          title: Variables
          description: Updated list of variable names that can be used in the prompt template.
        set_as_default:
          type: boolean
          title: Set As Default
          description: Set the new version as the default (default=True).
          default: true
      type: object
      required:
      - prompt
      - version
      title: UpdatePromptRequest
      description: Request model for updating an existing prompt.
    VectorStoreChunkingStrategyAuto:
      properties:
        type:
          type: string
          const: auto
          title: Type
          default: auto
      type: object
      title: VectorStoreChunkingStrategyAuto
      description: Automatic chunking strategy for vector store files.
    VectorStoreChunkingStrategyStatic:
      properties:
        type:
          type: string
          const: static
          title: Type
          default: static
        static:
          $ref: '#/components/schemas/VectorStoreChunkingStrategyStaticConfig'
      type: object
      required:
      - static
      title: VectorStoreChunkingStrategyStatic
      description: Static chunking strategy with configurable parameters.
    VectorStoreChunkingStrategyStaticConfig:
      properties:
        chunk_overlap_tokens:
          type: integer
          title: Chunk Overlap Tokens
          default: 400
        max_chunk_size_tokens:
          type: integer
          maximum: 4096.0
          minimum: 100.0
          title: Max Chunk Size Tokens
          default: 800
      type: object
      title: VectorStoreChunkingStrategyStaticConfig
      description: Configuration for static chunking strategy.
    VectorStoreContent:
      properties:
        type:
          type: string
          const: text
          title: Type
        text:
          type: string
          title: Text
      type: object
      required:
      - type
      - text
      title: VectorStoreContent
      description: Content item from a vector store file or search result.
    VectorStoreDeleteResponse:
      properties:
        id:
          type: string
          title: Id
        object:
          type: string
          title: Object
          default: vector_store.deleted
        deleted:
          type: boolean
          title: Deleted
          default: true
      type: object
      required:
      - id
      title: VectorStoreDeleteResponse
      description: Response from deleting a vector store.
    VectorStoreFileBatchObject:
      properties:
        id:
          type: string
          title: Id
        object:
          type: string
          title: Object
          default: vector_store.file_batch
        created_at:
          type: integer
          title: Created At
        vector_store_id:
          type: string
          title: Vector Store Id
        status:
          anyOf:
          - type: string
            const: completed
          - type: string
            const: in_progress
          - type: string
            const: cancelled
          - type: string
            const: failed
          title: Status
        file_counts:
          $ref: '#/components/schemas/VectorStoreFileCounts'
      type: object
      required:
      - id
      - created_at
      - vector_store_id
      - status
      - file_counts
      title: VectorStoreFileBatchObject
      description: OpenAI Vector Store File Batch object.
    VectorStoreFileContentsResponse:
      properties:
        file_id:
          type: string
          title: File Id
        filename:
          type: string
          title: Filename
        attributes:
          additionalProperties: true
          type: object
          title: Attributes
        content:
          items:
            $ref: '#/components/schemas/VectorStoreContent'
          type: array
          title: Content
      type: object
      required:
      - file_id
      - filename
      - attributes
      - content
      title: VectorStoreFileContentsResponse
      description: Response from retrieving the contents of a vector store file.
    VectorStoreFileCounts:
      properties:
        completed:
          type: integer
          title: Completed
        cancelled:
          type: integer
          title: Cancelled
        failed:
          type: integer
          title: Failed
        in_progress:
          type: integer
          title: In Progress
        total:
          type: integer
          title: Total
      type: object
      required:
      - completed
      - cancelled
      - failed
      - in_progress
      - total
      title: VectorStoreFileCounts
      description: File processing status counts for a vector store.
    VectorStoreFileDeleteResponse:
      properties:
        id:
          type: string
          title: Id
        object:
          type: string
          title: Object
          default: vector_store.file.deleted
        deleted:
          type: boolean
          title: Deleted
          default: true
      type: object
      required:
      - id
      title: VectorStoreFileDeleteResponse
      description: Response from deleting a vector store file.
    VectorStoreFileLastError:
      properties:
        code:
          anyOf:
          - type: string
            const: server_error
          - type: string
            const: rate_limit_exceeded
          title: Code
        message:
          type: string
          title: Message
      type: object
      required:
      - code
      - message
      title: VectorStoreFileLastError
      description: Error information for failed vector store file processing.
    VectorStoreFileObject:
      properties:
        id:
          type: string
          title: Id
        object:
          type: string
          title: Object
          default: vector_store.file
        attributes:
          additionalProperties: true
          type: object
          title: Attributes
        chunking_strategy:
          oneOf:
          - $ref: '#/components/schemas/VectorStoreChunkingStrategyAuto'
          - $ref: '#/components/schemas/VectorStoreChunkingStrategyStatic'
          title: Chunking Strategy
          discriminator:
            propertyName: type
            mapping:
              auto: '#/components/schemas/VectorStoreChunkingStrategyAuto'
              static: '#/components/schemas/VectorStoreChunkingStrategyStatic'
        created_at:
          type: integer
          title: Created At
        last_error:
          anyOf:
          - $ref: '#/components/schemas/VectorStoreFileLastError'
          - type: 'null'
        status:
          anyOf:
          - type: string
            const: completed
          - type: string
            const: in_progress
          - type: string
            const: cancelled
          - type: string
            const: failed
          title: Status
        usage_bytes:
          type: integer
          title: Usage Bytes
          default: 0
        vector_store_id:
          type: string
          title: Vector Store Id
      type: object
      required:
      - id
      - chunking_strategy
      - created_at
      - status
      - vector_store_id
      title: VectorStoreFileObject
      description: OpenAI Vector Store File object.
    VectorStoreFilesListInBatchResponse:
      properties:
        object:
          type: string
          title: Object
          default: list
        data:
          items:
            $ref: '#/components/schemas/VectorStoreFileObject'
          type: array
          title: Data
        first_id:
          anyOf:
          - type: string
          - type: 'null'
          title: First Id
        last_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Last Id
        has_more:
          type: boolean
          title: Has More
          default: false
      type: object
      required:
      - data
      title: VectorStoreFilesListInBatchResponse
      description: Response from listing files in a vector store file batch.
    VectorStoreListFilesResponse:
      properties:
        object:
          type: string
          title: Object
          default: list
        data:
          items:
            $ref: '#/components/schemas/VectorStoreFileObject'
          type: array
          title: Data
        first_id:
          anyOf:
          - type: string
          - type: 'null'
          title: First Id
        last_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Last Id
        has_more:
          type: boolean
          title: Has More
          default: false
      type: object
      required:
      - data
      title: VectorStoreListFilesResponse
      description: Response from listing files in a vector store.
    VectorStoreListResponse:
      properties:
        object:
          type: string
          title: Object
          default: list
        data:
          items:
            $ref: '#/components/schemas/VectorStoreObject'
          type: array
          title: Data
        first_id:
          anyOf:
          - type: string
          - type: 'null'
          title: First Id
        last_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Last Id
        has_more:
          type: boolean
          title: Has More
          default: false
      type: object
      required:
      - data
      title: VectorStoreListResponse
      description: Response from listing vector stores.
    VectorStoreModifyRequest:
      properties:
        name:
          anyOf:
          - type: string
          - type: 'null'
          title: Name
        expires_after:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Expires After
        metadata:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Metadata
      type: object
      title: VectorStoreModifyRequest
      description: Request to modify a vector store.
    VectorStoreObject:
      properties:
        id:
          type: string
          title: Id
        object:
          type: string
          title: Object
          default: vector_store
        created_at:
          type: integer
          title: Created At
        name:
          anyOf:
          - type: string
          - type: 'null'
          title: Name
        usage_bytes:
          type: integer
          title: Usage Bytes
          default: 0
        file_counts:
          $ref: '#/components/schemas/VectorStoreFileCounts'
        status:
          type: string
          title: Status
          default: completed
        expires_after:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Expires After
        expires_at:
          anyOf:
          - type: integer
          - type: 'null'
          title: Expires At
        last_active_at:
          anyOf:
          - type: integer
          - type: 'null'
          title: Last Active At
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
      type: object
      required:
      - id
      - created_at
      - file_counts
      title: VectorStoreObject
      description: OpenAI Vector Store object.
    VectorStoreSearchResponse:
      properties:
        file_id:
          type: string
          title: File Id
        filename:
          type: string
          title: Filename
        score:
          type: number
          title: Score
        attributes:
          anyOf:
          - additionalProperties:
              anyOf:
              - type: string
              - type: number
              - type: boolean
            type: object
          - type: 'null'
          title: Attributes
        content:
          items:
            $ref: '#/components/schemas/VectorStoreContent'
          type: array
          title: Content
      type: object
      required:
      - file_id
      - filename
      - score
      - content
      title: VectorStoreSearchResponse
      description: Response from searching a vector store.
    VectorStoreSearchResponsePage:
      properties:
        object:
          type: string
          title: Object
          default: vector_store.search_results.page
        search_query:
          type: string
          title: Search Query
        data:
          items:
            $ref: '#/components/schemas/VectorStoreSearchResponse'
          type: array
          title: Data
        has_more:
          type: boolean
          title: Has More
          default: false
        next_page:
          anyOf:
          - type: string
          - type: 'null'
          title: Next Page
      type: object
      required:
      - search_query
      - data
      title: VectorStoreSearchResponsePage
      description: Paginated response from searching a vector store.
    VersionInfo:
      properties:
        version:
          type: string
          title: Version
          description: Version number of the service
      type: object
      required:
      - version
      title: VersionInfo
      description: Version information for the service.
    ViolationLevel:
      type: string
      enum:
      - info
      - warn
      - error
      title: ViolationLevel
      description: "Severity level of a safety violation.\n\n:cvar INFO: Informational level violation that does not require action\n:cvar WARN: Warning level violation that suggests caution but allows continuation\n:cvar ERROR: Error level violation that requires blocking or intervention"
    WeightedRanker:
      properties:
        type:
          type: string
          const: weighted
          title: Type
          default: weighted
        alpha:
          type: number
          maximum: 1.0
          minimum: 0.0
          title: Alpha
          description: Weight factor between 0 and 1. 0 means only keyword scores, 1 means only vector scores.
          default: 0.5
      type: object
      title: WeightedRanker
      description: "Weighted ranker configuration that combines vector and keyword scores.\n\n:param type: The type of ranker, always \"weighted\"\n:param alpha: Weight factor between 0 and 1.\n             0 means only use keyword scores,\n             1 means only use vector scores,\n             values in between blend both scores."
    _URLOrData:
      properties:
        url:
          anyOf:
          - $ref: '#/components/schemas/URL'
          - type: 'null'
        data:
          anyOf:
          - type: string
          - type: 'null'
          contentEncoding: base64
          title: Data
      type: object
      title: _URLOrData
      description: A URL or a base64 encoded string.