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feat: reuse previous mcp tool listings where possible (#3710)

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# What does this PR do?
This PR checks whether, if a previous response is linked, there are
mcp_list_tools objects that can be reused instead of listing the tools
explicitly every time.

 Closes #3106 

## Test Plan
Tested manually.
Added unit tests to cover new behaviour.

---------

Signed-off-by: Gordon Sim <gsim@redhat.com>
Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com>
This commit is contained in:
grs 2025-10-10 17:28:25 +01:00 • committed by GitHub
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411
docs/static/deprecated-llama-stack-spec.html vendored
View file

@ -8975,6 +8975,168 @@
"title": "OpenAIResponseInputMessageContentText",
"description": "Text content for input messages in OpenAI response format."
},
"OpenAIResponseInputToolFileSearch": {
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "file_search",
"default": "file_search",
"description": "Tool type identifier, always \"file_search\""
},
"vector_store_ids": {
"type": "array",
"items": {
"type": "string"
},
"description": "List of vector store identifiers to search within"
},
"filters": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
},
"description": "(Optional) Additional filters to apply to the search"
},
"max_num_results": {
"type": "integer",
"default": 10,
"description": "(Optional) Maximum number of search results to return (1-50)"
},
"ranking_options": {
"type": "object",
"properties": {
"ranker": {
"type": "string",
"description": "(Optional) Name of the ranking algorithm to use"
},
"score_threshold": {
"type": "number",
"default": 0.0,
"description": "(Optional) Minimum relevance score threshold for results"
}
},
"additionalProperties": false,
"description": "(Optional) Options for ranking and scoring search results"
}
},
"additionalProperties": false,
"required": [
"type",
"vector_store_ids"
],
"title": "OpenAIResponseInputToolFileSearch",
"description": "File search tool configuration for OpenAI response inputs."
},
"OpenAIResponseInputToolFunction": {
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "function",
"default": "function",
"description": "Tool type identifier, always \"function\""
},
"name": {
"type": "string",
"description": "Name of the function that can be called"
},
"description": {
"type": "string",
"description": "(Optional) Description of what the function does"
},
"parameters": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
},
"description": "(Optional) JSON schema defining the function's parameters"
},
"strict": {
"type": "boolean",
"description": "(Optional) Whether to enforce strict parameter validation"
}
},
"additionalProperties": false,
"required": [
"type",
"name"
],
"title": "OpenAIResponseInputToolFunction",
"description": "Function tool configuration for OpenAI response inputs."
},
"OpenAIResponseInputToolWebSearch": {
"type": "object",
"properties": {
"type": {
"oneOf": [
{
"type": "string",
"const": "web_search"
},
{
"type": "string",
"const": "web_search_preview"
},
{
"type": "string",
"const": "web_search_preview_2025_03_11"
}
],
"default": "web_search",
"description": "Web search tool type variant to use"
},
"search_context_size": {
"type": "string",
"default": "medium",
"description": "(Optional) Size of search context, must be \"low\", \"medium\", or \"high\""
}
},
"additionalProperties": false,
"required": [
"type"
],
"title": "OpenAIResponseInputToolWebSearch",
"description": "Web search tool configuration for OpenAI response inputs."
},
"OpenAIResponseMCPApprovalRequest": {
"type": "object",
"properties": {
@ -9157,6 +9319,13 @@
"type": "number",
"description": "(Optional) Nucleus sampling parameter used for generation"
},
"tools": {
"type": "array",
"items": {
"$ref": "#/components/schemas/OpenAIResponseTool"
},
"description": "(Optional) An array of tools the model may call while generating a response."
},
"truncation": {
"type": "string",
"description": "(Optional) Truncation strategy applied to the response"
@ -9610,6 +9779,79 @@
"title": "OpenAIResponseText",
"description": "Text response configuration for OpenAI responses."
},
"OpenAIResponseTool": {
"oneOf": [
{
"$ref": "#/components/schemas/OpenAIResponseInputToolWebSearch"
},
{
"$ref": "#/components/schemas/OpenAIResponseInputToolFileSearch"
},
{
"$ref": "#/components/schemas/OpenAIResponseInputToolFunction"
},
{
"$ref": "#/components/schemas/OpenAIResponseToolMCP"
}
],
"discriminator": {
"propertyName": "type",
"mapping": {
"web_search": "#/components/schemas/OpenAIResponseInputToolWebSearch",
"file_search": "#/components/schemas/OpenAIResponseInputToolFileSearch",
"function": "#/components/schemas/OpenAIResponseInputToolFunction",
"mcp": "#/components/schemas/OpenAIResponseToolMCP"
}
}
},
"OpenAIResponseToolMCP": {
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "mcp",
"default": "mcp",
"description": "Tool type identifier, always \"mcp\""
},
"server_label": {
"type": "string",
"description": "Label to identify this MCP server"
},
"allowed_tools": {
"oneOf": [
{
"type": "array",
"items": {
"type": "string"
}
},
{
"type": "object",
"properties": {
"tool_names": {
"type": "array",
"items": {
"type": "string"
},
"description": "(Optional) List of specific tool names that are allowed"
}
},
"additionalProperties": false,
"title": "AllowedToolsFilter",
"description": "Filter configuration for restricting which MCP tools can be used."
}
],
"description": "(Optional) Restriction on which tools can be used from this server"
}
},
"additionalProperties": false,
"required": [
"type",
"server_label"
],
"title": "OpenAIResponseToolMCP",
"description": "Model Context Protocol (MCP) tool configuration for OpenAI response object."
},
"OpenAIResponseUsage": {
"type": "object",
"properties": {
@ -9697,134 +9939,6 @@
}
}
},
"OpenAIResponseInputToolFileSearch": {
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "file_search",
"default": "file_search",
"description": "Tool type identifier, always \"file_search\""
},
"vector_store_ids": {
"type": "array",
"items": {
"type": "string"
},
"description": "List of vector store identifiers to search within"
},
"filters": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
},
"description": "(Optional) Additional filters to apply to the search"
},
"max_num_results": {
"type": "integer",
"default": 10,
"description": "(Optional) Maximum number of search results to return (1-50)"
},
"ranking_options": {
"type": "object",
"properties": {
"ranker": {
"type": "string",
"description": "(Optional) Name of the ranking algorithm to use"
},
"score_threshold": {
"type": "number",
"default": 0.0,
"description": "(Optional) Minimum relevance score threshold for results"
}
},
"additionalProperties": false,
"description": "(Optional) Options for ranking and scoring search results"
}
},
"additionalProperties": false,
"required": [
"type",
"vector_store_ids"
],
"title": "OpenAIResponseInputToolFileSearch",
"description": "File search tool configuration for OpenAI response inputs."
},
"OpenAIResponseInputToolFunction": {
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "function",
"default": "function",
"description": "Tool type identifier, always \"function\""
},
"name": {
"type": "string",
"description": "Name of the function that can be called"
},
"description": {
"type": "string",
"description": "(Optional) Description of what the function does"
},
"parameters": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
},
"description": "(Optional) JSON schema defining the function's parameters"
},
"strict": {
"type": "boolean",
"description": "(Optional) Whether to enforce strict parameter validation"
}
},
"additionalProperties": false,
"required": [
"type",
"name"
],
"title": "OpenAIResponseInputToolFunction",
"description": "Function tool configuration for OpenAI response inputs."
},
"OpenAIResponseInputToolMCP": {
"type": "object",
"properties": {
@ -9941,40 +10055,6 @@
"title": "OpenAIResponseInputToolMCP",
"description": "Model Context Protocol (MCP) tool configuration for OpenAI response inputs."
},
"OpenAIResponseInputToolWebSearch": {
"type": "object",
"properties": {
"type": {
"oneOf": [
{
"type": "string",
"const": "web_search"
},
{
"type": "string",
"const": "web_search_preview"
},
{
"type": "string",
"const": "web_search_preview_2025_03_11"
}
],
"default": "web_search",
"description": "Web search tool type variant to use"
},
"search_context_size": {
"type": "string",
"default": "medium",
"description": "(Optional) Size of search context, must be \"low\", \"medium\", or \"high\""
}
},
"additionalProperties": false,
"required": [
"type"
],
"title": "OpenAIResponseInputToolWebSearch",
"description": "Web search tool configuration for OpenAI response inputs."
},
"CreateOpenaiResponseRequest": {
"type": "object",
"properties": {
@ -10096,6 +10176,13 @@
"type": "number",
"description": "(Optional) Nucleus sampling parameter used for generation"
},
"tools": {
"type": "array",
"items": {
"$ref": "#/components/schemas/OpenAIResponseTool"
},
"description": "(Optional) An array of tools the model may call while generating a response."
},
"truncation": {
"type": "string",
"description": "(Optional) Truncation strategy applied to the response"

294
docs/static/deprecated-llama-stack-spec.yaml vendored
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@ -6661,6 +6661,122 @@ components:
title: OpenAIResponseInputMessageContentText
description: >-
Text content for input messages in OpenAI response format.
OpenAIResponseInputToolFileSearch:
type: object
properties:
type:
type: string
const: file_search
default: file_search
description: >-
Tool type identifier, always "file_search"
vector_store_ids:
type: array
items:
type: string
description: >-
List of vector store identifiers to search within
filters:
type: object
additionalProperties:
oneOf:
- type: 'null'
- type: boolean
- type: number
- type: string
- type: array
- type: object
description: >-
(Optional) Additional filters to apply to the search
max_num_results:
type: integer
default: 10
description: >-
(Optional) Maximum number of search results to return (1-50)
ranking_options:
type: object
properties:
ranker:
type: string
description: >-
(Optional) Name of the ranking algorithm to use
score_threshold:
type: number
default: 0.0
description: >-
(Optional) Minimum relevance score threshold for results
additionalProperties: false
description: >-
(Optional) Options for ranking and scoring search results
additionalProperties: false
required:
- type
- vector_store_ids
title: OpenAIResponseInputToolFileSearch
description: >-
File search tool configuration for OpenAI response inputs.
OpenAIResponseInputToolFunction:
type: object
properties:
type:
type: string
const: function
default: function
description: Tool type identifier, always "function"
name:
type: string
description: Name of the function that can be called
description:
type: string
description: >-
(Optional) Description of what the function does
parameters:
type: object
additionalProperties:
oneOf:
- type: 'null'
- type: boolean
- type: number
- type: string
- type: array
- type: object
description: >-
(Optional) JSON schema defining the function's parameters
strict:
type: boolean
description: >-
(Optional) Whether to enforce strict parameter validation
additionalProperties: false
required:
- type
- name
title: OpenAIResponseInputToolFunction
description: >-
Function tool configuration for OpenAI response inputs.
OpenAIResponseInputToolWebSearch:
type: object
properties:
type:
oneOf:
- type: string
const: web_search
- type: string
const: web_search_preview
- type: string
const: web_search_preview_2025_03_11
default: web_search
description: Web search tool type variant to use
search_context_size:
type: string
default: medium
description: >-
(Optional) Size of search context, must be "low", "medium", or "high"
additionalProperties: false
required:
- type
title: OpenAIResponseInputToolWebSearch
description: >-
Web search tool configuration for OpenAI response inputs.
OpenAIResponseMCPApprovalRequest:
type: object
properties:
@ -6802,6 +6918,12 @@ components:
type: number
description: >-
(Optional) Nucleus sampling parameter used for generation
tools:
type: array
items:
$ref: '#/components/schemas/OpenAIResponseTool'
description: >-
(Optional) An array of tools the model may call while generating a response.
truncation:
type: string
description: >-
@ -7158,6 +7280,56 @@ components:
title: OpenAIResponseText
description: >-
Text response configuration for OpenAI responses.
OpenAIResponseTool:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseInputToolWebSearch'
- $ref: '#/components/schemas/OpenAIResponseInputToolFileSearch'
- $ref: '#/components/schemas/OpenAIResponseInputToolFunction'
- $ref: '#/components/schemas/OpenAIResponseToolMCP'
discriminator:
propertyName: type
mapping:
web_search: '#/components/schemas/OpenAIResponseInputToolWebSearch'
file_search: '#/components/schemas/OpenAIResponseInputToolFileSearch'
function: '#/components/schemas/OpenAIResponseInputToolFunction'
mcp: '#/components/schemas/OpenAIResponseToolMCP'
OpenAIResponseToolMCP:
type: object
properties:
type:
type: string
const: mcp
default: mcp
description: Tool type identifier, always "mcp"
server_label:
type: string
description: Label to identify this MCP server
allowed_tools:
oneOf:
- type: array
items:
type: string
- type: object
properties:
tool_names:
type: array
items:
type: string
description: >-
(Optional) List of specific tool names that are allowed
additionalProperties: false
title: AllowedToolsFilter
description: >-
Filter configuration for restricting which MCP tools can be used.
description: >-
(Optional) Restriction on which tools can be used from this server
additionalProperties: false
required:
- type
- server_label
title: OpenAIResponseToolMCP
description: >-
Model Context Protocol (MCP) tool configuration for OpenAI response object.
OpenAIResponseUsage:
type: object
properties:
@ -7219,98 +7391,6 @@ components:
file_search: '#/components/schemas/OpenAIResponseInputToolFileSearch'
function: '#/components/schemas/OpenAIResponseInputToolFunction'
mcp: '#/components/schemas/OpenAIResponseInputToolMCP'
OpenAIResponseInputToolFileSearch:
type: object
properties:
type:
type: string
const: file_search
default: file_search
description: >-
Tool type identifier, always "file_search"
vector_store_ids:
type: array
items:
type: string
description: >-
List of vector store identifiers to search within
filters:
type: object
additionalProperties:
oneOf:
- type: 'null'
- type: boolean
- type: number
- type: string
- type: array
- type: object
description: >-
(Optional) Additional filters to apply to the search
max_num_results:
type: integer
default: 10
description: >-
(Optional) Maximum number of search results to return (1-50)
ranking_options:
type: object
properties:
ranker:
type: string
description: >-
(Optional) Name of the ranking algorithm to use
score_threshold:
type: number
default: 0.0
description: >-
(Optional) Minimum relevance score threshold for results
additionalProperties: false
description: >-
(Optional) Options for ranking and scoring search results
additionalProperties: false
required:
- type
- vector_store_ids
title: OpenAIResponseInputToolFileSearch
description: >-
File search tool configuration for OpenAI response inputs.
OpenAIResponseInputToolFunction:
type: object
properties:
type:
type: string
const: function
default: function
description: Tool type identifier, always "function"
name:
type: string
description: Name of the function that can be called
description:
type: string
description: >-
(Optional) Description of what the function does
parameters:
type: object
additionalProperties:
oneOf:
- type: 'null'
- type: boolean
- type: number
- type: string
- type: array
- type: object
description: >-
(Optional) JSON schema defining the function's parameters
strict:
type: boolean
description: >-
(Optional) Whether to enforce strict parameter validation
additionalProperties: false
required:
- type
- name
title: OpenAIResponseInputToolFunction
description: >-
Function tool configuration for OpenAI response inputs.
OpenAIResponseInputToolMCP:
type: object
properties:
@ -7392,30 +7472,6 @@ components:
title: OpenAIResponseInputToolMCP
description: >-
Model Context Protocol (MCP) tool configuration for OpenAI response inputs.
OpenAIResponseInputToolWebSearch:
type: object
properties:
type:
oneOf:
- type: string
const: web_search
- type: string
const: web_search_preview
- type: string
const: web_search_preview_2025_03_11
default: web_search
description: Web search tool type variant to use
search_context_size:
type: string
default: medium
description: >-
(Optional) Size of search context, must be "low", "medium", or "high"
additionalProperties: false
required:
- type
title: OpenAIResponseInputToolWebSearch
description: >-
Web search tool configuration for OpenAI response inputs.
CreateOpenaiResponseRequest:
type: object
properties:
@ -7516,6 +7572,12 @@ components:
type: number
description: >-
(Optional) Nucleus sampling parameter used for generation
tools:
type: array
items:
$ref: '#/components/schemas/OpenAIResponseTool'
description: >-
(Optional) An array of tools the model may call while generating a response.
truncation:
type: string
description: >-

411
docs/static/llama-stack-spec.html vendored
View file

@ -7445,6 +7445,168 @@
"title": "OpenAIResponseInputFunctionToolCallOutput",
"description": "This represents the output of a function call that gets passed back to the model."
},
"OpenAIResponseInputToolFileSearch": {
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "file_search",
"default": "file_search",
"description": "Tool type identifier, always \"file_search\""
},
"vector_store_ids": {
"type": "array",
"items": {
"type": "string"
},
"description": "List of vector store identifiers to search within"
},
"filters": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
},
"description": "(Optional) Additional filters to apply to the search"
},
"max_num_results": {
"type": "integer",
"default": 10,
"description": "(Optional) Maximum number of search results to return (1-50)"
},
"ranking_options": {
"type": "object",
"properties": {
"ranker": {
"type": "string",
"description": "(Optional) Name of the ranking algorithm to use"
},
"score_threshold": {
"type": "number",
"default": 0.0,
"description": "(Optional) Minimum relevance score threshold for results"
}
},
"additionalProperties": false,
"description": "(Optional) Options for ranking and scoring search results"
}
},
"additionalProperties": false,
"required": [
"type",
"vector_store_ids"
],
"title": "OpenAIResponseInputToolFileSearch",
"description": "File search tool configuration for OpenAI response inputs."
},
"OpenAIResponseInputToolFunction": {
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "function",
"default": "function",
"description": "Tool type identifier, always \"function\""
},
"name": {
"type": "string",
"description": "Name of the function that can be called"
},
"description": {
"type": "string",
"description": "(Optional) Description of what the function does"
},
"parameters": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
},
"description": "(Optional) JSON schema defining the function's parameters"
},
"strict": {
"type": "boolean",
"description": "(Optional) Whether to enforce strict parameter validation"
}
},
"additionalProperties": false,
"required": [
"type",
"name"
],
"title": "OpenAIResponseInputToolFunction",
"description": "Function tool configuration for OpenAI response inputs."
},
"OpenAIResponseInputToolWebSearch": {
"type": "object",
"properties": {
"type": {
"oneOf": [
{
"type": "string",
"const": "web_search"
},
{
"type": "string",
"const": "web_search_preview"
},
{
"type": "string",
"const": "web_search_preview_2025_03_11"
}
],
"default": "web_search",
"description": "Web search tool type variant to use"
},
"search_context_size": {
"type": "string",
"default": "medium",
"description": "(Optional) Size of search context, must be \"low\", \"medium\", or \"high\""
}
},
"additionalProperties": false,
"required": [
"type"
],
"title": "OpenAIResponseInputToolWebSearch",
"description": "Web search tool configuration for OpenAI response inputs."
},
"OpenAIResponseMCPApprovalRequest": {
"type": "object",
"properties": {
@ -7564,6 +7726,13 @@
"type": "number",
"description": "(Optional) Nucleus sampling parameter used for generation"
},
"tools": {
"type": "array",
"items": {
"$ref": "#/components/schemas/OpenAIResponseTool"
},
"description": "(Optional) An array of tools the model may call while generating a response."
},
"truncation": {
"type": "string",
"description": "(Optional) Truncation strategy applied to the response"
@ -7705,6 +7874,79 @@
"title": "OpenAIResponseText",
"description": "Text response configuration for OpenAI responses."
},
"OpenAIResponseTool": {
"oneOf": [
{
"$ref": "#/components/schemas/OpenAIResponseInputToolWebSearch"
},
{
"$ref": "#/components/schemas/OpenAIResponseInputToolFileSearch"
},
{
"$ref": "#/components/schemas/OpenAIResponseInputToolFunction"
},
{
"$ref": "#/components/schemas/OpenAIResponseToolMCP"
}
],
"discriminator": {
"propertyName": "type",
"mapping": {
"web_search": "#/components/schemas/OpenAIResponseInputToolWebSearch",
"file_search": "#/components/schemas/OpenAIResponseInputToolFileSearch",
"function": "#/components/schemas/OpenAIResponseInputToolFunction",
"mcp": "#/components/schemas/OpenAIResponseToolMCP"
}
}
},
"OpenAIResponseToolMCP": {
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "mcp",
"default": "mcp",
"description": "Tool type identifier, always \"mcp\""
},
"server_label": {
"type": "string",
"description": "Label to identify this MCP server"
},
"allowed_tools": {
"oneOf": [
{
"type": "array",
"items": {
"type": "string"
}
},
{
"type": "object",
"properties": {
"tool_names": {
"type": "array",
"items": {
"type": "string"
},
"description": "(Optional) List of specific tool names that are allowed"
}
},
"additionalProperties": false,
"title": "AllowedToolsFilter",
"description": "Filter configuration for restricting which MCP tools can be used."
}
],
"description": "(Optional) Restriction on which tools can be used from this server"
}
},
"additionalProperties": false,
"required": [
"type",
"server_label"
],
"title": "OpenAIResponseToolMCP",
"description": "Model Context Protocol (MCP) tool configuration for OpenAI response object."
},
"OpenAIResponseUsage": {
"type": "object",
"properties": {
@ -7792,134 +8034,6 @@
}
}
},
"OpenAIResponseInputToolFileSearch": {
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "file_search",
"default": "file_search",
"description": "Tool type identifier, always \"file_search\""
},
"vector_store_ids": {
"type": "array",
"items": {
"type": "string"
},
"description": "List of vector store identifiers to search within"
},
"filters": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
},
"description": "(Optional) Additional filters to apply to the search"
},
"max_num_results": {
"type": "integer",
"default": 10,
"description": "(Optional) Maximum number of search results to return (1-50)"
},
"ranking_options": {
"type": "object",
"properties": {
"ranker": {
"type": "string",
"description": "(Optional) Name of the ranking algorithm to use"
},
"score_threshold": {
"type": "number",
"default": 0.0,
"description": "(Optional) Minimum relevance score threshold for results"
}
},
"additionalProperties": false,
"description": "(Optional) Options for ranking and scoring search results"
}
},
"additionalProperties": false,
"required": [
"type",
"vector_store_ids"
],
"title": "OpenAIResponseInputToolFileSearch",
"description": "File search tool configuration for OpenAI response inputs."
},
"OpenAIResponseInputToolFunction": {
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "function",
"default": "function",
"description": "Tool type identifier, always \"function\""
},
"name": {
"type": "string",
"description": "Name of the function that can be called"
},
"description": {
"type": "string",
"description": "(Optional) Description of what the function does"
},
"parameters": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
},
"description": "(Optional) JSON schema defining the function's parameters"
},
"strict": {
"type": "boolean",
"description": "(Optional) Whether to enforce strict parameter validation"
}
},
"additionalProperties": false,
"required": [
"type",
"name"
],
"title": "OpenAIResponseInputToolFunction",
"description": "Function tool configuration for OpenAI response inputs."
},
"OpenAIResponseInputToolMCP": {
"type": "object",
"properties": {
@ -8036,40 +8150,6 @@
"title": "OpenAIResponseInputToolMCP",
"description": "Model Context Protocol (MCP) tool configuration for OpenAI response inputs."
},
"OpenAIResponseInputToolWebSearch": {
"type": "object",
"properties": {
"type": {
"oneOf": [
{
"type": "string",
"const": "web_search"
},
{
"type": "string",
"const": "web_search_preview"
},
{
"type": "string",
"const": "web_search_preview_2025_03_11"
}
],
"default": "web_search",
"description": "Web search tool type variant to use"
},
"search_context_size": {
"type": "string",
"default": "medium",
"description": "(Optional) Size of search context, must be \"low\", \"medium\", or \"high\""
}
},
"additionalProperties": false,
"required": [
"type"
],
"title": "OpenAIResponseInputToolWebSearch",
"description": "Web search tool configuration for OpenAI response inputs."
},
"CreateOpenaiResponseRequest": {
"type": "object",
"properties": {
@ -8191,6 +8271,13 @@
"type": "number",
"description": "(Optional) Nucleus sampling parameter used for generation"
},
"tools": {
"type": "array",
"items": {
"$ref": "#/components/schemas/OpenAIResponseTool"
},
"description": "(Optional) An array of tools the model may call while generating a response."
},
"truncation": {
"type": "string",
"description": "(Optional) Truncation strategy applied to the response"

294
docs/static/llama-stack-spec.yaml vendored
View file

@ -5654,6 +5654,122 @@ components:
description: >-
This represents the output of a function call that gets passed back to the
model.
OpenAIResponseInputToolFileSearch:
type: object
properties:
type:
type: string
const: file_search
default: file_search
description: >-
Tool type identifier, always "file_search"
vector_store_ids:
type: array
items:
type: string
description: >-
List of vector store identifiers to search within
filters:
type: object
additionalProperties:
oneOf:
- type: 'null'
- type: boolean
- type: number
- type: string
- type: array
- type: object
description: >-
(Optional) Additional filters to apply to the search
max_num_results:
type: integer
default: 10
description: >-
(Optional) Maximum number of search results to return (1-50)
ranking_options:
type: object
properties:
ranker:
type: string
description: >-
(Optional) Name of the ranking algorithm to use
score_threshold:
type: number
default: 0.0
description: >-
(Optional) Minimum relevance score threshold for results
additionalProperties: false
description: >-
(Optional) Options for ranking and scoring search results
additionalProperties: false
required:
- type
- vector_store_ids
title: OpenAIResponseInputToolFileSearch
description: >-
File search tool configuration for OpenAI response inputs.
OpenAIResponseInputToolFunction:
type: object
properties:
type:
type: string
const: function
default: function
description: Tool type identifier, always "function"
name:
type: string
description: Name of the function that can be called
description:
type: string
description: >-
(Optional) Description of what the function does
parameters:
type: object
additionalProperties:
oneOf:
- type: 'null'
- type: boolean
- type: number
- type: string
- type: array
- type: object
description: >-
(Optional) JSON schema defining the function's parameters
strict:
type: boolean
description: >-
(Optional) Whether to enforce strict parameter validation
additionalProperties: false
required:
- type
- name
title: OpenAIResponseInputToolFunction
description: >-
Function tool configuration for OpenAI response inputs.
OpenAIResponseInputToolWebSearch:
type: object
properties:
type:
oneOf:
- type: string
const: web_search
- type: string
const: web_search_preview
- type: string
const: web_search_preview_2025_03_11
default: web_search
description: Web search tool type variant to use
search_context_size:
type: string
default: medium
description: >-
(Optional) Size of search context, must be "low", "medium", or "high"
additionalProperties: false
required:
- type
title: OpenAIResponseInputToolWebSearch
description: >-
Web search tool configuration for OpenAI response inputs.
OpenAIResponseMCPApprovalRequest:
type: object
properties:
@ -5755,6 +5871,12 @@ components:
type: number
description: >-
(Optional) Nucleus sampling parameter used for generation
tools:
type: array
items:
$ref: '#/components/schemas/OpenAIResponseTool'
description: >-
(Optional) An array of tools the model may call while generating a response.
truncation:
type: string
description: >-
@ -5854,6 +5976,56 @@ components:
title: OpenAIResponseText
description: >-
Text response configuration for OpenAI responses.
OpenAIResponseTool:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseInputToolWebSearch'
- $ref: '#/components/schemas/OpenAIResponseInputToolFileSearch'
- $ref: '#/components/schemas/OpenAIResponseInputToolFunction'
- $ref: '#/components/schemas/OpenAIResponseToolMCP'
discriminator:
propertyName: type
mapping:
web_search: '#/components/schemas/OpenAIResponseInputToolWebSearch'
file_search: '#/components/schemas/OpenAIResponseInputToolFileSearch'
function: '#/components/schemas/OpenAIResponseInputToolFunction'
mcp: '#/components/schemas/OpenAIResponseToolMCP'
OpenAIResponseToolMCP:
type: object
properties:
type:
type: string
const: mcp
default: mcp
description: Tool type identifier, always "mcp"
server_label:
type: string
description: Label to identify this MCP server
allowed_tools:
oneOf:
- type: array
items:
type: string
- type: object
properties:
tool_names:
type: array
items:
type: string
description: >-
(Optional) List of specific tool names that are allowed
additionalProperties: false
title: AllowedToolsFilter
description: >-
Filter configuration for restricting which MCP tools can be used.
description: >-
(Optional) Restriction on which tools can be used from this server
additionalProperties: false
required:
- type
- server_label
title: OpenAIResponseToolMCP
description: >-
Model Context Protocol (MCP) tool configuration for OpenAI response object.
OpenAIResponseUsage:
type: object
properties:
@ -5915,98 +6087,6 @@ components:
file_search: '#/components/schemas/OpenAIResponseInputToolFileSearch'
function: '#/components/schemas/OpenAIResponseInputToolFunction'
mcp: '#/components/schemas/OpenAIResponseInputToolMCP'
OpenAIResponseInputToolFileSearch:
type: object
properties:
type:
type: string
const: file_search
default: file_search
description: >-
Tool type identifier, always "file_search"
vector_store_ids:
type: array
items:
type: string
description: >-
List of vector store identifiers to search within
filters:
type: object
additionalProperties:
oneOf:
- type: 'null'
- type: boolean
- type: number
- type: string
- type: array
- type: object
description: >-
(Optional) Additional filters to apply to the search
max_num_results:
type: integer
default: 10
description: >-
(Optional) Maximum number of search results to return (1-50)
ranking_options:
type: object
properties:
ranker:
type: string
description: >-
(Optional) Name of the ranking algorithm to use
score_threshold:
type: number
default: 0.0
description: >-
(Optional) Minimum relevance score threshold for results
additionalProperties: false
description: >-
(Optional) Options for ranking and scoring search results
additionalProperties: false
required:
- type
- vector_store_ids
title: OpenAIResponseInputToolFileSearch
description: >-
File search tool configuration for OpenAI response inputs.
OpenAIResponseInputToolFunction:
type: object
properties:
type:
type: string
const: function
default: function
description: Tool type identifier, always "function"
name:
type: string
description: Name of the function that can be called
description:
type: string
description: >-
(Optional) Description of what the function does
parameters:
type: object
additionalProperties:
oneOf:
- type: 'null'
- type: boolean
- type: number
- type: string
- type: array
- type: object
description: >-
(Optional) JSON schema defining the function's parameters
strict:
type: boolean
description: >-
(Optional) Whether to enforce strict parameter validation
additionalProperties: false
required:
- type
- name
title: OpenAIResponseInputToolFunction
description: >-
Function tool configuration for OpenAI response inputs.
OpenAIResponseInputToolMCP:
type: object
properties:
@ -6088,30 +6168,6 @@ components:
title: OpenAIResponseInputToolMCP
description: >-
Model Context Protocol (MCP) tool configuration for OpenAI response inputs.
OpenAIResponseInputToolWebSearch:
type: object
properties:
type:
oneOf:
- type: string
const: web_search
- type: string
const: web_search_preview
- type: string
const: web_search_preview_2025_03_11
default: web_search
description: Web search tool type variant to use
search_context_size:
type: string
default: medium
description: >-
(Optional) Size of search context, must be "low", "medium", or "high"
additionalProperties: false
required:
- type
title: OpenAIResponseInputToolWebSearch
description: >-
Web search tool configuration for OpenAI response inputs.
CreateOpenaiResponseRequest:
type: object
properties:
@ -6212,6 +6268,12 @@ components:
type: number
description: >-
(Optional) Nucleus sampling parameter used for generation
tools:
type: array
items:
$ref: '#/components/schemas/OpenAIResponseTool'
description: >-
(Optional) An array of tools the model may call while generating a response.
truncation:
type: string
description: >-

411
docs/static/stainless-llama-stack-spec.html vendored
View file

@ -9454,6 +9454,168 @@
"title": "OpenAIResponseInputFunctionToolCallOutput",
"description": "This represents the output of a function call that gets passed back to the model."
},
"OpenAIResponseInputToolFileSearch": {
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "file_search",
"default": "file_search",
"description": "Tool type identifier, always \"file_search\""
},
"vector_store_ids": {
"type": "array",
"items": {
"type": "string"
},
"description": "List of vector store identifiers to search within"
},
"filters": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
},
"description": "(Optional) Additional filters to apply to the search"
},
"max_num_results": {
"type": "integer",
"default": 10,
"description": "(Optional) Maximum number of search results to return (1-50)"
},
"ranking_options": {
"type": "object",
"properties": {
"ranker": {
"type": "string",
"description": "(Optional) Name of the ranking algorithm to use"
},
"score_threshold": {
"type": "number",
"default": 0.0,
"description": "(Optional) Minimum relevance score threshold for results"
}
},
"additionalProperties": false,
"description": "(Optional) Options for ranking and scoring search results"
}
},
"additionalProperties": false,
"required": [
"type",
"vector_store_ids"
],
"title": "OpenAIResponseInputToolFileSearch",
"description": "File search tool configuration for OpenAI response inputs."
},
"OpenAIResponseInputToolFunction": {
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "function",
"default": "function",
"description": "Tool type identifier, always \"function\""
},
"name": {
"type": "string",
"description": "Name of the function that can be called"
},
"description": {
"type": "string",
"description": "(Optional) Description of what the function does"
},
"parameters": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
},
"description": "(Optional) JSON schema defining the function's parameters"
},
"strict": {
"type": "boolean",
"description": "(Optional) Whether to enforce strict parameter validation"
}
},
"additionalProperties": false,
"required": [
"type",
"name"
],
"title": "OpenAIResponseInputToolFunction",
"description": "Function tool configuration for OpenAI response inputs."
},
"OpenAIResponseInputToolWebSearch": {
"type": "object",
"properties": {
"type": {
"oneOf": [
{
"type": "string",
"const": "web_search"
},
{
"type": "string",
"const": "web_search_preview"
},
{
"type": "string",
"const": "web_search_preview_2025_03_11"
}
],
"default": "web_search",
"description": "Web search tool type variant to use"
},
"search_context_size": {
"type": "string",
"default": "medium",
"description": "(Optional) Size of search context, must be \"low\", \"medium\", or \"high\""
}
},
"additionalProperties": false,
"required": [
"type"
],
"title": "OpenAIResponseInputToolWebSearch",
"description": "Web search tool configuration for OpenAI response inputs."
},
"OpenAIResponseMCPApprovalRequest": {
"type": "object",
"properties": {
@ -9573,6 +9735,13 @@
"type": "number",
"description": "(Optional) Nucleus sampling parameter used for generation"
},
"tools": {
"type": "array",
"items": {
"$ref": "#/components/schemas/OpenAIResponseTool"
},
"description": "(Optional) An array of tools the model may call while generating a response."
},
"truncation": {
"type": "string",
"description": "(Optional) Truncation strategy applied to the response"
@ -9714,6 +9883,79 @@
"title": "OpenAIResponseText",
"description": "Text response configuration for OpenAI responses."
},
"OpenAIResponseTool": {
"oneOf": [
{
"$ref": "#/components/schemas/OpenAIResponseInputToolWebSearch"
},
{
"$ref": "#/components/schemas/OpenAIResponseInputToolFileSearch"
},
{
"$ref": "#/components/schemas/OpenAIResponseInputToolFunction"
},
{
"$ref": "#/components/schemas/OpenAIResponseToolMCP"
}
],
"discriminator": {
"propertyName": "type",
"mapping": {
"web_search": "#/components/schemas/OpenAIResponseInputToolWebSearch",
"file_search": "#/components/schemas/OpenAIResponseInputToolFileSearch",
"function": "#/components/schemas/OpenAIResponseInputToolFunction",
"mcp": "#/components/schemas/OpenAIResponseToolMCP"
}
}
},
"OpenAIResponseToolMCP": {
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "mcp",
"default": "mcp",
"description": "Tool type identifier, always \"mcp\""
},
"server_label": {
"type": "string",
"description": "Label to identify this MCP server"
},
"allowed_tools": {
"oneOf": [
{
"type": "array",
"items": {
"type": "string"
}
},
{
"type": "object",
"properties": {
"tool_names": {
"type": "array",
"items": {
"type": "string"
},
"description": "(Optional) List of specific tool names that are allowed"
}
},
"additionalProperties": false,
"title": "AllowedToolsFilter",
"description": "Filter configuration for restricting which MCP tools can be used."
}
],
"description": "(Optional) Restriction on which tools can be used from this server"
}
},
"additionalProperties": false,
"required": [
"type",
"server_label"
],
"title": "OpenAIResponseToolMCP",
"description": "Model Context Protocol (MCP) tool configuration for OpenAI response object."
},
"OpenAIResponseUsage": {
"type": "object",
"properties": {
@ -9801,134 +10043,6 @@
}
}
},
"OpenAIResponseInputToolFileSearch": {
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "file_search",
"default": "file_search",
"description": "Tool type identifier, always \"file_search\""
},
"vector_store_ids": {
"type": "array",
"items": {
"type": "string"
},
"description": "List of vector store identifiers to search within"
},
"filters": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
},
"description": "(Optional) Additional filters to apply to the search"
},
"max_num_results": {
"type": "integer",
"default": 10,
"description": "(Optional) Maximum number of search results to return (1-50)"
},
"ranking_options": {
"type": "object",
"properties": {
"ranker": {
"type": "string",
"description": "(Optional) Name of the ranking algorithm to use"
},
"score_threshold": {
"type": "number",
"default": 0.0,
"description": "(Optional) Minimum relevance score threshold for results"
}
},
"additionalProperties": false,
"description": "(Optional) Options for ranking and scoring search results"
}
},
"additionalProperties": false,
"required": [
"type",
"vector_store_ids"
],
"title": "OpenAIResponseInputToolFileSearch",
"description": "File search tool configuration for OpenAI response inputs."
},
"OpenAIResponseInputToolFunction": {
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "function",
"default": "function",
"description": "Tool type identifier, always \"function\""
},
"name": {
"type": "string",
"description": "Name of the function that can be called"
},
"description": {
"type": "string",
"description": "(Optional) Description of what the function does"
},
"parameters": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
},
"description": "(Optional) JSON schema defining the function's parameters"
},
"strict": {
"type": "boolean",
"description": "(Optional) Whether to enforce strict parameter validation"
}
},
"additionalProperties": false,
"required": [
"type",
"name"
],
"title": "OpenAIResponseInputToolFunction",
"description": "Function tool configuration for OpenAI response inputs."
},
"OpenAIResponseInputToolMCP": {
"type": "object",
"properties": {
@ -10045,40 +10159,6 @@
"title": "OpenAIResponseInputToolMCP",
"description": "Model Context Protocol (MCP) tool configuration for OpenAI response inputs."
},
"OpenAIResponseInputToolWebSearch": {
"type": "object",
"properties": {
"type": {
"oneOf": [
{
"type": "string",
"const": "web_search"
},
{
"type": "string",
"const": "web_search_preview"
},
{
"type": "string",
"const": "web_search_preview_2025_03_11"
}
],
"default": "web_search",
"description": "Web search tool type variant to use"
},
"search_context_size": {
"type": "string",
"default": "medium",
"description": "(Optional) Size of search context, must be \"low\", \"medium\", or \"high\""
}
},
"additionalProperties": false,
"required": [
"type"
],
"title": "OpenAIResponseInputToolWebSearch",
"description": "Web search tool configuration for OpenAI response inputs."
},
"CreateOpenaiResponseRequest": {
"type": "object",
"properties": {
@ -10200,6 +10280,13 @@
"type": "number",
"description": "(Optional) Nucleus sampling parameter used for generation"
},
"tools": {
"type": "array",
"items": {
"$ref": "#/components/schemas/OpenAIResponseTool"
},
"description": "(Optional) An array of tools the model may call while generating a response."
},
"truncation": {
"type": "string",
"description": "(Optional) Truncation strategy applied to the response"

294
docs/static/stainless-llama-stack-spec.yaml vendored
View file

@ -7099,6 +7099,122 @@ components:
description: >-
This represents the output of a function call that gets passed back to the
model.
OpenAIResponseInputToolFileSearch:
type: object
properties:
type:
type: string
const: file_search
default: file_search
description: >-
Tool type identifier, always "file_search"
vector_store_ids:
type: array
items:
type: string
description: >-
List of vector store identifiers to search within
filters:
type: object
additionalProperties:
oneOf:
- type: 'null'
- type: boolean
- type: number
- type: string
- type: array
- type: object
description: >-
(Optional) Additional filters to apply to the search
max_num_results:
type: integer
default: 10
description: >-
(Optional) Maximum number of search results to return (1-50)
ranking_options:
type: object
properties:
ranker:
type: string
description: >-
(Optional) Name of the ranking algorithm to use
score_threshold:
type: number
default: 0.0
description: >-
(Optional) Minimum relevance score threshold for results
additionalProperties: false
description: >-
(Optional) Options for ranking and scoring search results
additionalProperties: false
required:
- type
- vector_store_ids
title: OpenAIResponseInputToolFileSearch
description: >-
File search tool configuration for OpenAI response inputs.
OpenAIResponseInputToolFunction:
type: object
properties:
type:
type: string
const: function
default: function
description: Tool type identifier, always "function"
name:
type: string
description: Name of the function that can be called
description:
type: string
description: >-
(Optional) Description of what the function does
parameters:
type: object
additionalProperties:
oneOf:
- type: 'null'
- type: boolean
- type: number
- type: string
- type: array
- type: object
description: >-
(Optional) JSON schema defining the function's parameters
strict:
type: boolean
description: >-
(Optional) Whether to enforce strict parameter validation
additionalProperties: false
required:
- type
- name
title: OpenAIResponseInputToolFunction
description: >-
Function tool configuration for OpenAI response inputs.
OpenAIResponseInputToolWebSearch:
type: object
properties:
type:
oneOf:
- type: string
const: web_search
- type: string
const: web_search_preview
- type: string
const: web_search_preview_2025_03_11
default: web_search
description: Web search tool type variant to use
search_context_size:
type: string
default: medium
description: >-
(Optional) Size of search context, must be "low", "medium", or "high"
additionalProperties: false
required:
- type
title: OpenAIResponseInputToolWebSearch
description: >-
Web search tool configuration for OpenAI response inputs.
OpenAIResponseMCPApprovalRequest:
type: object
properties:
@ -7200,6 +7316,12 @@ components:
type: number
description: >-
(Optional) Nucleus sampling parameter used for generation
tools:
type: array
items:
$ref: '#/components/schemas/OpenAIResponseTool'
description: >-
(Optional) An array of tools the model may call while generating a response.
truncation:
type: string
description: >-
@ -7299,6 +7421,56 @@ components:
title: OpenAIResponseText
description: >-
Text response configuration for OpenAI responses.
OpenAIResponseTool:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseInputToolWebSearch'
- $ref: '#/components/schemas/OpenAIResponseInputToolFileSearch'
- $ref: '#/components/schemas/OpenAIResponseInputToolFunction'
- $ref: '#/components/schemas/OpenAIResponseToolMCP'
discriminator:
propertyName: type
mapping:
web_search: '#/components/schemas/OpenAIResponseInputToolWebSearch'
file_search: '#/components/schemas/OpenAIResponseInputToolFileSearch'
function: '#/components/schemas/OpenAIResponseInputToolFunction'
mcp: '#/components/schemas/OpenAIResponseToolMCP'
OpenAIResponseToolMCP:
type: object
properties:
type:
type: string
const: mcp
default: mcp
description: Tool type identifier, always "mcp"
server_label:
type: string
description: Label to identify this MCP server
allowed_tools:
oneOf:
- type: array
items:
type: string
- type: object
properties:
tool_names:
type: array
items:
type: string
description: >-
(Optional) List of specific tool names that are allowed
additionalProperties: false
title: AllowedToolsFilter
description: >-
Filter configuration for restricting which MCP tools can be used.
description: >-
(Optional) Restriction on which tools can be used from this server
additionalProperties: false
required:
- type
- server_label
title: OpenAIResponseToolMCP
description: >-
Model Context Protocol (MCP) tool configuration for OpenAI response object.
OpenAIResponseUsage:
type: object
properties:
@ -7360,98 +7532,6 @@ components:
file_search: '#/components/schemas/OpenAIResponseInputToolFileSearch'
function: '#/components/schemas/OpenAIResponseInputToolFunction'
mcp: '#/components/schemas/OpenAIResponseInputToolMCP'
OpenAIResponseInputToolFileSearch:
type: object
properties:
type:
type: string
const: file_search
default: file_search
description: >-
Tool type identifier, always "file_search"
vector_store_ids:
type: array
items:
type: string
description: >-
List of vector store identifiers to search within
filters:
type: object
additionalProperties:
oneOf:
- type: 'null'
- type: boolean
- type: number
- type: string
- type: array
- type: object
description: >-
(Optional) Additional filters to apply to the search
max_num_results:
type: integer
default: 10
description: >-
(Optional) Maximum number of search results to return (1-50)
ranking_options:
type: object
properties:
ranker:
type: string
description: >-
(Optional) Name of the ranking algorithm to use
score_threshold:
type: number
default: 0.0
description: >-
(Optional) Minimum relevance score threshold for results
additionalProperties: false
description: >-
(Optional) Options for ranking and scoring search results
additionalProperties: false
required:
- type
- vector_store_ids
title: OpenAIResponseInputToolFileSearch
description: >-
File search tool configuration for OpenAI response inputs.
OpenAIResponseInputToolFunction:
type: object
properties:
type:
type: string
const: function
default: function
description: Tool type identifier, always "function"
name:
type: string
description: Name of the function that can be called
description:
type: string
description: >-
(Optional) Description of what the function does
parameters:
type: object
additionalProperties:
oneOf:
- type: 'null'
- type: boolean
- type: number
- type: string
- type: array
- type: object
description: >-
(Optional) JSON schema defining the function's parameters
strict:
type: boolean
description: >-
(Optional) Whether to enforce strict parameter validation
additionalProperties: false
required:
- type
- name
title: OpenAIResponseInputToolFunction
description: >-
Function tool configuration for OpenAI response inputs.
OpenAIResponseInputToolMCP:
type: object
properties:
@ -7533,30 +7613,6 @@ components:
title: OpenAIResponseInputToolMCP
description: >-
Model Context Protocol (MCP) tool configuration for OpenAI response inputs.
OpenAIResponseInputToolWebSearch:
type: object
properties:
type:
oneOf:
- type: string
const: web_search
- type: string
const: web_search_preview
- type: string
const: web_search_preview_2025_03_11
default: web_search
description: Web search tool type variant to use
search_context_size:
type: string
default: medium
description: >-
(Optional) Size of search context, must be "low", "medium", or "high"
additionalProperties: false
required:
- type
title: OpenAIResponseInputToolWebSearch
description: >-
Web search tool configuration for OpenAI response inputs.
CreateOpenaiResponseRequest:
type: object
properties:
@ -7657,6 +7713,12 @@ components:
type: number
description: >-
(Optional) Nucleus sampling parameter used for generation
tools:
type: array
items:
$ref: '#/components/schemas/OpenAIResponseTool'
description: >-
(Optional) An array of tools the model may call while generating a response.
truncation:
type: string
description: >-