llama-stack-mirror/llama_stack/distributions/ci-tests/build.yaml
Matthew Farrellee 914c7be288
feat: add batches API with OpenAI compatibility (with inference replay) (#3162)
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>
2025-08-15 15:34:15 -07:00

57 lines
1.7 KiB
YAML

version: 2
distribution_spec:
description: CI tests for Llama Stack
providers:
inference:
- provider_type: remote::cerebras
- provider_type: remote::ollama
- provider_type: remote::vllm
- provider_type: remote::tgi
- provider_type: remote::fireworks
- provider_type: remote::together
- provider_type: remote::bedrock
- provider_type: remote::nvidia
- provider_type: remote::openai
- provider_type: remote::anthropic
- provider_type: remote::gemini
- provider_type: remote::vertexai
- provider_type: remote::groq
- provider_type: remote::sambanova
- provider_type: inline::sentence-transformers
vector_io:
- provider_type: inline::faiss
- provider_type: inline::sqlite-vec
- provider_type: inline::milvus
- provider_type: remote::chromadb
- provider_type: remote::pgvector
files:
- provider_type: inline::localfs
safety:
- provider_type: inline::llama-guard
agents:
- provider_type: inline::meta-reference
telemetry:
- provider_type: inline::meta-reference
post_training:
- provider_type: inline::huggingface
eval:
- provider_type: inline::meta-reference
datasetio:
- provider_type: remote::huggingface
- provider_type: inline::localfs
scoring:
- provider_type: inline::basic
- provider_type: inline::llm-as-judge
- provider_type: inline::braintrust
tool_runtime:
- provider_type: remote::brave-search
- provider_type: remote::tavily-search
- provider_type: inline::rag-runtime
- provider_type: remote::model-context-protocol
batches:
- provider_type: inline::reference
image_type: venv
additional_pip_packages:
- aiosqlite
- asyncpg
- sqlalchemy[asyncio]