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feat: Add OpenAI Conversations API (#3429)
# What does this PR do? Initial implementation for `Conversations` and `ConversationItems` using `AuthorizedSqlStore` with endpoints to: - CREATE - UPDATE - GET/RETRIEVE/LIST - DELETE Set `level=LLAMA_STACK_API_V1`. NOTE: This does not currently incorporate changes for Responses, that'll be done in a subsequent PR. Closes https://github.com/llamastack/llama-stack/issues/3235 ## Test Plan - Unit tests - Integration tests Also comparison of [OpenAPI spec for OpenAI API](https://github.com/openai/openai-openapi/tree/manual_spec) ```bash oasdiff breaking --fail-on ERR docs/static/llama-stack-spec.yaml https://raw.githubusercontent.com/openai/openai-openapi/refs/heads/manual_spec/openapi.yaml --strip-prefix-base "/v1/openai/v1" \ --match-path '(^/v1/openai/v1/conversations.*|^/conversations.*)' ``` Note I still have some uncertainty about this, I borrowed this info from @cdoern on https://github.com/llamastack/llama-stack/pull/3514 but need to spend more time to confirm it's working, at the moment it suggests it does. UPDATE on `oasdiff`, I investigated the OpenAI spec further and it looks like currently the spec does not list Conversations, so that analysis is useless. Noting for future reference. --------- Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
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@ -10,6 +10,7 @@ from typing import Any
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from llama_stack.apis.agents import Agents
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from llama_stack.apis.batches import Batches
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from llama_stack.apis.benchmarks import Benchmarks
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from llama_stack.apis.conversations import Conversations
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from llama_stack.apis.datasetio import DatasetIO
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from llama_stack.apis.datasets import Datasets
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from llama_stack.apis.datatypes import ExternalApiSpec
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@ -96,6 +97,7 @@ def api_protocol_map(external_apis: dict[Api, ExternalApiSpec] | None = None) ->
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Api.tool_runtime: ToolRuntime,
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Api.files: Files,
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Api.prompts: Prompts,
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Api.conversations: Conversations,
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}
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if external_apis:
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