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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
GitHub
parent
add8cd801b
commit
e9b4278a51
129 changed files with 86266 additions and 903 deletions
210
docs/static/stainless-llama-stack-spec.html
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docs/static/stainless-llama-stack-spec.html
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@ -7151,13 +7151,22 @@
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"$ref": "#/components/schemas/OpenAIResponseMessage"
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},
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{
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"$ref": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall"
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"$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
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},
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{
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"$ref": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall"
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},
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{
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"$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
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"$ref": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall"
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},
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{
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"$ref": "#/components/schemas/OpenAIResponseInputFunctionToolCallOutput"
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},
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{
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"$ref": "#/components/schemas/OpenAIResponseMCPApprovalRequest"
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},
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{
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"$ref": "#/components/schemas/OpenAIResponseMCPApprovalResponse"
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},
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{
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"$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPCall"
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@ -7170,9 +7179,12 @@
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"propertyName": "type",
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"mapping": {
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"message": "#/components/schemas/OpenAIResponseMessage",
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"function_call": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall",
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"file_search_call": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall",
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"web_search_call": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall",
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"file_search_call": "#/components/schemas/OpenAIResponseOutputMessageFileSearchToolCall",
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"function_call": "#/components/schemas/OpenAIResponseOutputMessageFunctionToolCall",
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"function_call_output": "#/components/schemas/OpenAIResponseInputFunctionToolCallOutput",
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"mcp_approval_request": "#/components/schemas/OpenAIResponseMCPApprovalRequest",
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"mcp_approval_response": "#/components/schemas/OpenAIResponseMCPApprovalResponse",
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"mcp_call": "#/components/schemas/OpenAIResponseOutputMessageMCPCall",
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"mcp_list_tools": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools"
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}
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@ -7330,6 +7342,36 @@
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}
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}
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},
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"OpenAIResponseInputFunctionToolCallOutput": {
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"type": "object",
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"properties": {
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"call_id": {
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"type": "string"
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},
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"output": {
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"type": "string"
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},
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"type": {
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"type": "string",
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"const": "function_call_output",
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"default": "function_call_output"
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},
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"id": {
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"type": "string"
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},
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"status": {
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"type": "string"
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}
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},
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"additionalProperties": false,
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"required": [
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"call_id",
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"output",
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"type"
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],
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"title": "OpenAIResponseInputFunctionToolCallOutput",
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"description": "This represents the output of a function call that gets passed back to the model."
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},
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"OpenAIResponseInputMessageContent": {
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"oneOf": [
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{
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@ -7409,6 +7451,68 @@
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"title": "OpenAIResponseInputMessageContentText",
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"description": "Text content for input messages in OpenAI response format."
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},
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"OpenAIResponseMCPApprovalRequest": {
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"type": "object",
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"properties": {
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"arguments": {
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"type": "string"
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},
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"id": {
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"type": "string"
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},
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"name": {
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"type": "string"
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},
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"server_label": {
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"type": "string"
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},
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"type": {
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"type": "string",
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"const": "mcp_approval_request",
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"default": "mcp_approval_request"
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}
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},
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"additionalProperties": false,
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"required": [
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"arguments",
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"id",
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"name",
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"server_label",
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"type"
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],
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"title": "OpenAIResponseMCPApprovalRequest",
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"description": "A request for human approval of a tool invocation."
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},
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"OpenAIResponseMCPApprovalResponse": {
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"type": "object",
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"properties": {
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"approval_request_id": {
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"type": "string"
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},
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"approve": {
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"type": "boolean"
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},
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"type": {
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"type": "string",
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"const": "mcp_approval_response",
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"default": "mcp_approval_response"
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},
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"id": {
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"type": "string"
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},
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"reason": {
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"type": "string"
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}
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},
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"additionalProperties": false,
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"required": [
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"approval_request_id",
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"approve",
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"type"
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],
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"title": "OpenAIResponseMCPApprovalResponse",
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"description": "A response to an MCP approval request."
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},
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"OpenAIResponseMessage": {
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"type": "object",
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"properties": {
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@ -8884,41 +8988,17 @@
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{
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"$ref": "#/components/schemas/OpenAIResponseMCPApprovalResponse"
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},
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{
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"$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPCall"
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},
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{
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"$ref": "#/components/schemas/OpenAIResponseOutputMessageMCPListTools"
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},
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{
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"$ref": "#/components/schemas/OpenAIResponseMessage"
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}
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]
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},
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"OpenAIResponseInputFunctionToolCallOutput": {
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"type": "object",
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"properties": {
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"call_id": {
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"type": "string"
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},
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"output": {
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"type": "string"
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},
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"type": {
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"type": "string",
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"const": "function_call_output",
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"default": "function_call_output"
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},
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"id": {
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"type": "string"
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},
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"status": {
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"type": "string"
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}
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},
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"additionalProperties": false,
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"required": [
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"call_id",
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"output",
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"type"
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],
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"title": "OpenAIResponseInputFunctionToolCallOutput",
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"description": "This represents the output of a function call that gets passed back to the model."
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},
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"OpenAIResponseInputToolFileSearch": {
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"type": "object",
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"properties": {
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@ -9081,68 +9161,6 @@
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"title": "OpenAIResponseInputToolWebSearch",
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"description": "Web search tool configuration for OpenAI response inputs."
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},
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"OpenAIResponseMCPApprovalRequest": {
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"type": "object",
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"properties": {
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"arguments": {
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"type": "string"
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},
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"id": {
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"type": "string"
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},
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"name": {
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"type": "string"
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},
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"server_label": {
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"type": "string"
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},
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"type": {
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"type": "string",
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"const": "mcp_approval_request",
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"default": "mcp_approval_request"
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}
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},
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"additionalProperties": false,
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"required": [
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"arguments",
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"id",
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"name",
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"server_label",
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"type"
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],
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"title": "OpenAIResponseMCPApprovalRequest",
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"description": "A request for human approval of a tool invocation."
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},
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"OpenAIResponseMCPApprovalResponse": {
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"type": "object",
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"properties": {
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"approval_request_id": {
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"type": "string"
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},
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"approve": {
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"type": "boolean"
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},
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"type": {
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"type": "string",
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"const": "mcp_approval_response",
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"default": "mcp_approval_response"
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},
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"id": {
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"type": "string"
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},
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"reason": {
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"type": "string"
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}
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},
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"additionalProperties": false,
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"required": [
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"approval_request_id",
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"approve",
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"type"
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],
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"title": "OpenAIResponseMCPApprovalResponse",
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"description": "A response to an MCP approval request."
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},
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"OpenAIResponseObjectWithInput": {
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"type": "object",
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"properties": {
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