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914c7be288
Add complete batches API implementation with protocol, providers, and tests: Core Infrastructure: - Add batches API protocol using OpenAI Batch types directly - Add Api.batches enum value and protocol mapping in resolver - Add OpenAI "batch" file purpose support - Include proper error handling (ConflictError, ResourceNotFoundError) Reference Provider: - Add ReferenceBatchesImpl with full CRUD operations (create, retrieve, cancel, list) - Implement background batch processing with configurable concurrency - Add SQLite KVStore backend for persistence - Support /v1/chat/completions endpoint with request validation Comprehensive Test Suite: - Add unit tests for provider implementation with validation - Add integration tests for end-to-end batch processing workflows - Add error handling tests for validation, malformed inputs, and edge cases Configuration: - Add max_concurrent_batches and max_concurrent_requests_per_batch options - Add provider documentation with sample configurations Test with - ``` $ uv run llama stack build --image-type venv --providers inference=YOU_PICK,files=inline::localfs,batches=inline::reference --run & $ LLAMA_STACK_CONFIG=http://localhost:8321 uv run pytest tests/unit/providers/batches tests/integration/batches --text-model YOU_PICK ``` addresses #3066 --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com> |
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| .. | ||
| index.md | ||
| inline_meta-reference.md | ||
| inline_sentence-transformers.md | ||
| remote_anthropic.md | ||
| remote_bedrock.md | ||
| remote_cerebras.md | ||
| remote_databricks.md | ||
| remote_fireworks.md | ||
| remote_gemini.md | ||
| remote_groq.md | ||
| remote_hf_endpoint.md | ||
| remote_hf_serverless.md | ||
| remote_llama-openai-compat.md | ||
| remote_nvidia.md | ||
| remote_ollama.md | ||
| remote_openai.md | ||
| remote_passthrough.md | ||
| remote_runpod.md | ||
| remote_sambanova-openai-compat.md | ||
| remote_sambanova.md | ||
| remote_tgi.md | ||
| remote_together.md | ||
| remote_vertexai.md | ||
| remote_vllm.md | ||
| remote_watsonx.md | ||