feat(responses)!: improve responses + conversations implementations (#3810)

This PR updates the Conversation item related types and improves a
couple critical parts of the implemenation:

- it creates a streaming output item for the final assistant message
output by
  the model. until now we only added content parts and included that
  message in the final response.

- rewrites the conversation update code completely to account for items
  other than messages (tool calls, outputs, etc.)

## Test Plan

Used the test script from
https://github.com/llamastack/llama-stack-client-python/pull/281 for
this

```
TEST_API_BASE_URL=http://localhost:8321/v1 \
  pytest tests/integration/test_agent_turn_step_events.py::test_client_side_function_tool -xvs
```
This commit is contained in:
Ashwin Bharambe 2025-10-15 09:36:11 -07:00 committed by GitHub
parent add8cd801b
commit e9b4278a51
No known key found for this signature in database
GPG key ID: B5690EEEBB952194
129 changed files with 86266 additions and 903 deletions

View file

@ -8523,6 +8523,12 @@
{
"$ref": "#/components/schemas/OpenAIResponseMCPApprovalResponse"
},
{
"$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPCall"
},
{
"$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools"
},
{
"$ref": "#/components/schemas/OpenAIResponseMessage"
}

View file

@ -6358,6 +6358,8 @@ components:
- $ref: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
- $ref: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
- $ref: '#/components/schemas/OpenAIResponseMCPApprovalResponse'
- $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
- $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
- $ref: '#/components/schemas/OpenAIResponseMessage'
"OpenAIResponseInputFunctionToolCallOutput":
type: object

View file

@ -5479,13 +5479,22 @@
"$ref": "#/components/schemas/OpenAIResponseMessage"
},
{
"$ref": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall"
"$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
},
{
"$ref": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall"
},
{
"$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
"$ref": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall"
},
{
"$ref": "#/components/schemas/OpenAIResponseInputFunctionToolCallOutput"
},
{
"$ref": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
},
{
"$ref": "#/components/schemas/OpenAIResponseMCPApprovalResponse"
},
{
"$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPCall"
@ -5498,9 +5507,12 @@
"propertyName": "type",
"mapping": {
"message": "#/components/schemas/OpenAIResponseMessage",
"function_call": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall",
"file_search_call": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall",
"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"
}
@ -5658,6 +5670,36 @@
}
}
},
"OpenAIResponseInputFunctionToolCallOutput": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"output": {
"type": "string"
},
"type": {
"type": "string",
"const": "function_call_output",
"default": "function_call_output"
},
"id": {
"type": "string"
},
"status": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"call_id",
"output",
"type"
],
"title": "OpenAIResponseInputFunctionToolCallOutput",
"description": "This represents the output of a function call that gets passed back to the model."
},
"OpenAIResponseInputMessageContent": {
"oneOf": [
{
@ -5737,6 +5779,68 @@
"title": "OpenAIResponseInputMessageContentText",
"description": "Text content for input messages in OpenAI response format."
},
"OpenAIResponseMCPApprovalRequest": {
"type": "object",
"properties": {
"arguments": {
"type": "string"
},
"id": {
"type": "string"
},
"name": {
"type": "string"
},
"server_label": {
"type": "string"
},
"type": {
"type": "string",
"const": "mcp_approval_request",
"default": "mcp_approval_request"
}
},
"additionalProperties": false,
"required": [
"arguments",
"id",
"name",
"server_label",
"type"
],
"title": "OpenAIResponseMCPApprovalRequest",
"description": "A request for human approval of a tool invocation."
},
"OpenAIResponseMCPApprovalResponse": {
"type": "object",
"properties": {
"approval_request_id": {
"type": "string"
},
"approve": {
"type": "boolean"
},
"type": {
"type": "string",
"const": "mcp_approval_response",
"default": "mcp_approval_response"
},
"id": {
"type": "string"
},
"reason": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"approval_request_id",
"approve",
"type"
],
"title": "OpenAIResponseMCPApprovalResponse",
"description": "A response to an MCP approval request."
},
"OpenAIResponseMessage": {
"type": "object",
"properties": {
@ -7212,41 +7316,17 @@
{
"$ref": "#/components/schemas/OpenAIResponseMCPApprovalResponse"
},
{
"$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPCall"
},
{
"$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools"
},
{
"$ref": "#/components/schemas/OpenAIResponseMessage"
}
]
},
"OpenAIResponseInputFunctionToolCallOutput": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"output": {
"type": "string"
},
"type": {
"type": "string",
"const": "function_call_output",
"default": "function_call_output"
},
"id": {
"type": "string"
},
"status": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"call_id",
"output",
"type"
],
"title": "OpenAIResponseInputFunctionToolCallOutput",
"description": "This represents the output of a function call that gets passed back to the model."
},
"OpenAIResponseInputToolFileSearch": {
"type": "object",
"properties": {
@ -7409,68 +7489,6 @@
"title": "OpenAIResponseInputToolWebSearch",
"description": "Web search tool configuration for OpenAI response inputs."
},
"OpenAIResponseMCPApprovalRequest": {
"type": "object",
"properties": {
"arguments": {
"type": "string"
},
"id": {
"type": "string"
},
"name": {
"type": "string"
},
"server_label": {
"type": "string"
},
"type": {
"type": "string",
"const": "mcp_approval_request",
"default": "mcp_approval_request"
}
},
"additionalProperties": false,
"required": [
"arguments",
"id",
"name",
"server_label",
"type"
],
"title": "OpenAIResponseMCPApprovalRequest",
"description": "A request for human approval of a tool invocation."
},
"OpenAIResponseMCPApprovalResponse": {
"type": "object",
"properties": {
"approval_request_id": {
"type": "string"
},
"approve": {
"type": "boolean"
},
"type": {
"type": "string",
"const": "mcp_approval_response",
"default": "mcp_approval_response"
},
"id": {
"type": "string"
},
"reason": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"approval_request_id",
"approve",
"type"
],
"title": "OpenAIResponseMCPApprovalResponse",
"description": "A response to an MCP approval request."
},
"OpenAIResponseObjectWithInput": {
"type": "object",
"properties": {

View file

@ -4153,18 +4153,24 @@ components:
ConversationItem:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseMessage'
- $ref: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
- $ref: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
- $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'
function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
function_call_output: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
mcp_approval_request: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
mcp_approval_response: '#/components/schemas/OpenAIResponseMCPApprovalResponse'
mcp_call: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
mcp_list_tools: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
OpenAIResponseAnnotationCitation:
@ -4285,6 +4291,31 @@ components:
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
"OpenAIResponseInputFunctionToolCallOutput":
type: object
properties:
call_id:
type: string
output:
type: string
type:
type: string
const: function_call_output
default: function_call_output
id:
type: string
status:
type: string
additionalProperties: false
required:
- call_id
- output
- type
title: >-
OpenAIResponseInputFunctionToolCallOutput
description: >-
This represents the output of a function call that gets passed back to the
model.
OpenAIResponseInputMessageContent:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseInputMessageContentText'
@ -4343,6 +4374,53 @@ components:
title: OpenAIResponseInputMessageContentText
description: >-
Text content for input messages in OpenAI response format.
OpenAIResponseMCPApprovalRequest:
type: object
properties:
arguments:
type: string
id:
type: string
name:
type: string
server_label:
type: string
type:
type: string
const: mcp_approval_request
default: mcp_approval_request
additionalProperties: false
required:
- arguments
- id
- name
- server_label
- type
title: OpenAIResponseMCPApprovalRequest
description: >-
A request for human approval of a tool invocation.
OpenAIResponseMCPApprovalResponse:
type: object
properties:
approval_request_id:
type: string
approve:
type: boolean
type:
type: string
const: mcp_approval_response
default: mcp_approval_response
id:
type: string
reason:
type: string
additionalProperties: false
required:
- approval_request_id
- approve
- type
title: OpenAIResponseMCPApprovalResponse
description: A response to an MCP approval request.
OpenAIResponseMessage:
type: object
properties:
@ -5500,32 +5578,9 @@ components:
- $ref: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
- $ref: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
- $ref: '#/components/schemas/OpenAIResponseMCPApprovalResponse'
- $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
- $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
- $ref: '#/components/schemas/OpenAIResponseMessage'
"OpenAIResponseInputFunctionToolCallOutput":
type: object
properties:
call_id:
type: string
output:
type: string
type:
type: string
const: function_call_output
default: function_call_output
id:
type: string
status:
type: string
additionalProperties: false
required:
- call_id
- output
- type
title: >-
OpenAIResponseInputFunctionToolCallOutput
description: >-
This represents the output of a function call that gets passed back to the
model.
OpenAIResponseInputToolFileSearch:
type: object
properties:
@ -5642,53 +5697,6 @@ components:
title: OpenAIResponseInputToolWebSearch
description: >-
Web search tool configuration for OpenAI response inputs.
OpenAIResponseMCPApprovalRequest:
type: object
properties:
arguments:
type: string
id:
type: string
name:
type: string
server_label:
type: string
type:
type: string
const: mcp_approval_request
default: mcp_approval_request
additionalProperties: false
required:
- arguments
- id
- name
- server_label
- type
title: OpenAIResponseMCPApprovalRequest
description: >-
A request for human approval of a tool invocation.
OpenAIResponseMCPApprovalResponse:
type: object
properties:
approval_request_id:
type: string
approve:
type: boolean
type:
type: string
const: mcp_approval_response
default: mcp_approval_response
id:
type: string
reason:
type: string
additionalProperties: false
required:
- approval_request_id
- approve
- type
title: OpenAIResponseMCPApprovalResponse
description: A response to an MCP approval request.
OpenAIResponseObjectWithInput:
type: object
properties:

View file

@ -7151,13 +7151,22 @@
"$ref": "#/components/schemas/OpenAIResponseMessage"
},
{
"$ref": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall"
"$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
},
{
"$ref": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall"
},
{
"$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
"$ref": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall"
},
{
"$ref": "#/components/schemas/OpenAIResponseInputFunctionToolCallOutput"
},
{
"$ref": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
},
{
"$ref": "#/components/schemas/OpenAIResponseMCPApprovalResponse"
},
{
"$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPCall"
@ -7170,9 +7179,12 @@
"propertyName": "type",
"mapping": {
"message": "#/components/schemas/OpenAIResponseMessage",
"function_call": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall",
"file_search_call": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall",
"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"
}
@ -7330,6 +7342,36 @@
}
}
},
"OpenAIResponseInputFunctionToolCallOutput": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"output": {
"type": "string"
},
"type": {
"type": "string",
"const": "function_call_output",
"default": "function_call_output"
},
"id": {
"type": "string"
},
"status": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"call_id",
"output",
"type"
],
"title": "OpenAIResponseInputFunctionToolCallOutput",
"description": "This represents the output of a function call that gets passed back to the model."
},
"OpenAIResponseInputMessageContent": {
"oneOf": [
{
@ -7409,6 +7451,68 @@
"title": "OpenAIResponseInputMessageContentText",
"description": "Text content for input messages in OpenAI response format."
},
"OpenAIResponseMCPApprovalRequest": {
"type": "object",
"properties": {
"arguments": {
"type": "string"
},
"id": {
"type": "string"
},
"name": {
"type": "string"
},
"server_label": {
"type": "string"
},
"type": {
"type": "string",
"const": "mcp_approval_request",
"default": "mcp_approval_request"
}
},
"additionalProperties": false,
"required": [
"arguments",
"id",
"name",
"server_label",
"type"
],
"title": "OpenAIResponseMCPApprovalRequest",
"description": "A request for human approval of a tool invocation."
},
"OpenAIResponseMCPApprovalResponse": {
"type": "object",
"properties": {
"approval_request_id": {
"type": "string"
},
"approve": {
"type": "boolean"
},
"type": {
"type": "string",
"const": "mcp_approval_response",
"default": "mcp_approval_response"
},
"id": {
"type": "string"
},
"reason": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"approval_request_id",
"approve",
"type"
],
"title": "OpenAIResponseMCPApprovalResponse",
"description": "A response to an MCP approval request."
},
"OpenAIResponseMessage": {
"type": "object",
"properties": {
@ -8884,41 +8988,17 @@
{
"$ref": "#/components/schemas/OpenAIResponseMCPApprovalResponse"
},
{
"$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPCall"
},
{
"$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools"
},
{
"$ref": "#/components/schemas/OpenAIResponseMessage"
}
]
},
"OpenAIResponseInputFunctionToolCallOutput": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"output": {
"type": "string"
},
"type": {
"type": "string",
"const": "function_call_output",
"default": "function_call_output"
},
"id": {
"type": "string"
},
"status": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"call_id",
"output",
"type"
],
"title": "OpenAIResponseInputFunctionToolCallOutput",
"description": "This represents the output of a function call that gets passed back to the model."
},
"OpenAIResponseInputToolFileSearch": {
"type": "object",
"properties": {
@ -9081,68 +9161,6 @@
"title": "OpenAIResponseInputToolWebSearch",
"description": "Web search tool configuration for OpenAI response inputs."
},
"OpenAIResponseMCPApprovalRequest": {
"type": "object",
"properties": {
"arguments": {
"type": "string"
},
"id": {
"type": "string"
},
"name": {
"type": "string"
},
"server_label": {
"type": "string"
},
"type": {
"type": "string",
"const": "mcp_approval_request",
"default": "mcp_approval_request"
}
},
"additionalProperties": false,
"required": [
"arguments",
"id",
"name",
"server_label",
"type"
],
"title": "OpenAIResponseMCPApprovalRequest",
"description": "A request for human approval of a tool invocation."
},
"OpenAIResponseMCPApprovalResponse": {
"type": "object",
"properties": {
"approval_request_id": {
"type": "string"
},
"approve": {
"type": "boolean"
},
"type": {
"type": "string",
"const": "mcp_approval_response",
"default": "mcp_approval_response"
},
"id": {
"type": "string"
},
"reason": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"approval_request_id",
"approve",
"type"
],
"title": "OpenAIResponseMCPApprovalResponse",
"description": "A response to an MCP approval request."
},
"OpenAIResponseObjectWithInput": {
"type": "object",
"properties": {

View file

@ -5366,18 +5366,24 @@ components:
ConversationItem:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseMessage'
- $ref: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
- $ref: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
- $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'
function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
file_search_call: '#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall'
function_call: '#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall'
function_call_output: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
mcp_approval_request: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
mcp_approval_response: '#/components/schemas/OpenAIResponseMCPApprovalResponse'
mcp_call: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
mcp_list_tools: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
OpenAIResponseAnnotationCitation:
@ -5498,6 +5504,31 @@ components:
url_citation: '#/components/schemas/OpenAIResponseAnnotationCitation'
container_file_citation: '#/components/schemas/OpenAIResponseAnnotationContainerFileCitation'
file_path: '#/components/schemas/OpenAIResponseAnnotationFilePath'
"OpenAIResponseInputFunctionToolCallOutput":
type: object
properties:
call_id:
type: string
output:
type: string
type:
type: string
const: function_call_output
default: function_call_output
id:
type: string
status:
type: string
additionalProperties: false
required:
- call_id
- output
- type
title: >-
OpenAIResponseInputFunctionToolCallOutput
description: >-
This represents the output of a function call that gets passed back to the
model.
OpenAIResponseInputMessageContent:
oneOf:
- $ref: '#/components/schemas/OpenAIResponseInputMessageContentText'
@ -5556,6 +5587,53 @@ components:
title: OpenAIResponseInputMessageContentText
description: >-
Text content for input messages in OpenAI response format.
OpenAIResponseMCPApprovalRequest:
type: object
properties:
arguments:
type: string
id:
type: string
name:
type: string
server_label:
type: string
type:
type: string
const: mcp_approval_request
default: mcp_approval_request
additionalProperties: false
required:
- arguments
- id
- name
- server_label
- type
title: OpenAIResponseMCPApprovalRequest
description: >-
A request for human approval of a tool invocation.
OpenAIResponseMCPApprovalResponse:
type: object
properties:
approval_request_id:
type: string
approve:
type: boolean
type:
type: string
const: mcp_approval_response
default: mcp_approval_response
id:
type: string
reason:
type: string
additionalProperties: false
required:
- approval_request_id
- approve
- type
title: OpenAIResponseMCPApprovalResponse
description: A response to an MCP approval request.
OpenAIResponseMessage:
type: object
properties:
@ -6713,32 +6791,9 @@ components:
- $ref: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
- $ref: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
- $ref: '#/components/schemas/OpenAIResponseMCPApprovalResponse'
- $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
- $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
- $ref: '#/components/schemas/OpenAIResponseMessage'
"OpenAIResponseInputFunctionToolCallOutput":
type: object
properties:
call_id:
type: string
output:
type: string
type:
type: string
const: function_call_output
default: function_call_output
id:
type: string
status:
type: string
additionalProperties: false
required:
- call_id
- output
- type
title: >-
OpenAIResponseInputFunctionToolCallOutput
description: >-
This represents the output of a function call that gets passed back to the
model.
OpenAIResponseInputToolFileSearch:
type: object
properties:
@ -6855,53 +6910,6 @@ components:
title: OpenAIResponseInputToolWebSearch
description: >-
Web search tool configuration for OpenAI response inputs.
OpenAIResponseMCPApprovalRequest:
type: object
properties:
arguments:
type: string
id:
type: string
name:
type: string
server_label:
type: string
type:
type: string
const: mcp_approval_request
default: mcp_approval_request
additionalProperties: false
required:
- arguments
- id
- name
- server_label
- type
title: OpenAIResponseMCPApprovalRequest
description: >-
A request for human approval of a tool invocation.
OpenAIResponseMCPApprovalResponse:
type: object
properties:
approval_request_id:
type: string
approve:
type: boolean
type:
type: string
const: mcp_approval_response
default: mcp_approval_response
id:
type: string
reason:
type: string
additionalProperties: false
required:
- approval_request_id
- approve
- type
title: OpenAIResponseMCPApprovalResponse
description: A response to an MCP approval request.
OpenAIResponseObjectWithInput:
type: object
properties: