haystack
https://github.com/deepset-ai/haystack
Python
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited
Triage Issues!
When you volunteer to triage issues, you'll receive an email each day with a link to an open issue that needs help in this project. You'll also receive instructions on how to triage issues.
Triage Docs!
Receive a documented method or class from your favorite GitHub repos in your inbox every day. If you're really pro, receive undocumented methods or classes and supercharge your commit history.
Python not yet supported5 Subscribers
Add a CodeTriage badge to haystack
Help out
- Issues
- RFC: Retrieval Diagnostics API for RAG Pipelines
- feat: Pipeline run recording & deterministic replay - turn every run into a shareable, diffable, testable artifact
- fix: Update Document.__eq__ to intelligently compare floats
- Support for websocket mode in OpenAIResponsesChatGenerator
- feat(embedders)!: default to text-embedding-3-small
- docs(linkcontentfetcher): add defence-in-depth SSRF mitigation recipe
- Cache tool results inside Agent loops (avoid duplicate identical tool calls)
- Unify request-scoped state in a single PipelineRunContext (extends #11366)
- Native `map` / fan-out component for iterating a sub-pipeline over a list with aggregation
- fix: raise ValueError for reversed page ranges in expand_page_range
- Docs
- Python not yet supported