llama-stack-mirror

mirror of https://github.com/meta-llama/llama-stack.git synced 2025-08-15 22:18:00 +00:00

Author	SHA1	Message	Date
Matthew Farrellee	e6d5bf5588	add notes about batches development status to docs this also captures other notes from agents, eval and inference apis	2025-08-15 14:50:13 -07:00
Matthew Farrellee	11249b029b	feat: add batches API with OpenAI compatibility 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 ```	2025-08-15 14:50:13 -07:00
Ashwin Bharambe	ee7631b6cf	Revert "feat: add batches API with OpenAI compatibility" (#3149 ) Reverts llamastack/llama-stack#3088 The PR broke integration tests.	2025-08-14 10:08:54 -07:00
Matthew Farrellee	de692162af	feat: add batches API with OpenAI compatibility (#3088 ) Some checks failed Test External Providers Installed via Module / test-external-providers-from-module (venv) (push) Has been skipped Details Integration Tests (Replay) / discover-tests (push) Successful in 12s Details Integration Auth Tests / test-matrix (oauth2_token) (push) Failing after 15s Details Python Package Build Test / build (3.12) (push) Failing after 16s Details Vector IO Integration Tests / test-matrix (3.12, inline::milvus) (push) Failing after 25s Details Vector IO Integration Tests / test-matrix (3.12, remote::chromadb) (push) Failing after 23s Details Python Package Build Test / build (3.13) (push) Failing after 17s Details SqlStore Integration Tests / test-postgres (3.13) (push) Failing after 29s Details Vector IO Integration Tests / test-matrix (3.13, inline::milvus) (push) Failing after 21s Details Vector IO Integration Tests / test-matrix (3.13, remote::pgvector) (push) Failing after 25s Details SqlStore Integration Tests / test-postgres (3.12) (push) Failing after 28s Details Vector IO Integration Tests / test-matrix (3.12, remote::pgvector) (push) Failing after 29s Details Unit Tests / unit-tests (3.12) (push) Failing after 20s Details Integration Tests (Replay) / Integration Tests (, , , client=, vision=) (push) Failing after 12s Details Test External API and Providers / test-external (venv) (push) Failing after 22s Details Unit Tests / unit-tests (3.13) (push) Failing after 18s Details Vector IO Integration Tests / test-matrix (3.13, inline::faiss) (push) Failing after 23s Details Vector IO Integration Tests / test-matrix (3.12, remote::qdrant) (push) Failing after 24s Details Vector IO Integration Tests / test-matrix (3.12, remote::weaviate) (push) Failing after 27s Details Vector IO Integration Tests / test-matrix (3.12, inline::sqlite-vec) (push) Failing after 24s Details Vector IO Integration Tests / test-matrix (3.13, remote::weaviate) (push) Failing after 23s Details Vector IO Integration Tests / test-matrix (3.13, remote::qdrant) (push) Failing after 24s Details Vector IO Integration Tests / test-matrix (3.13, remote::chromadb) (push) Failing after 25s Details Vector IO Integration Tests / test-matrix (3.13, inline::sqlite-vec) (push) Failing after 27s Details Vector IO Integration Tests / test-matrix (3.12, inline::faiss) (push) Failing after 24s Details Update ReadTheDocs / update-readthedocs (push) Failing after 38s Details Pre-commit / pre-commit (push) Successful in 1m53s Details 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	2025-08-14 09:42:02 -04:00

4 commits