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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 ```
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docs/static/deprecated-llama-stack-spec.yaml
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@ -6358,6 +6358,8 @@ components:
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- $ref: '#/components/schemas/OpenAIResponseInputFunctionToolCallOutput'
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- $ref: '#/components/schemas/OpenAIResponseMCPApprovalRequest'
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- $ref: '#/components/schemas/OpenAIResponseMCPApprovalResponse'
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- $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPCall'
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- $ref: '#/components/schemas/OpenAIResponseOutputMessageMCPListTools'
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- $ref: '#/components/schemas/OpenAIResponseMessage'
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"OpenAIResponseInputFunctionToolCallOutput":
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type: object
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