llama-stack-mirror/docs/source
Matthew Farrellee de692162af
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feat: add batches API with OpenAI compatibility (#3088)
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
..
advanced_apis chore: rename templates to distributions (#3035) 2025-08-04 11:34:17 -07:00
apis chore: bump min python version in docs and tests (#3103) 2025-08-12 08:52:57 -07:00
building_applications docs: Update blocks formatting in docs/source files (#3120) 2025-08-13 08:06:31 -07:00
concepts feat: add batches API with OpenAI compatibility (#3088) 2025-08-14 09:42:02 -04:00
contributing docs: reorganize contributor guide (#3110) 2025-08-12 16:17:03 -07:00
deploying chore(rename): move llama_stack.distribution to llama_stack.core (#2975) 2025-07-30 23:30:53 -07:00
distributions chore: setup for performance benchmarking (#3096) 2025-08-13 10:58:22 -07:00
getting_started docs: Added comment about a known limitation of AgentEventLogger (#2930) 2025-08-07 10:09:57 -07:00
providers feat: add batches API with OpenAI compatibility (#3088) 2025-08-14 09:42:02 -04:00
references docs: Update blocks formatting in docs/source files (#3120) 2025-08-13 08:06:31 -07:00
conf.py docs: Add documentation on how to contribute a Vector DB provider and update testing documentation (#3093) 2025-08-11 11:11:09 -07:00
index.md docs: Reorganize documentation on the webpage (#2651) 2025-07-15 14:19:35 -07:00