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
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- Issues
- fix: preserve blank rows in CSVDocumentCleaner
- fix: read text boxes in DOCXToDocument
- fix: read grouped shapes and tables in PPTXToDocument
- fix: correct RecursiveDocumentSplitter split_idx_start for word overlap ending in a separator
- fix: support regular expression separators in RecursiveDocumentSplitter
- fix: treat blank env vars as unset in Secret.from_env_var
- fix: convert JSON content scalars to strings
- fix: validate runtime top_k in in-memory retrievers
- fix: validate top_k in MultiRetriever
- OpenAIResponsesChatGenerator discards annotations
- Docs
- Python not yet supported