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
- Introduce consistent handling of `warm_up` for components
- Support loading of legacy microsoft file formats (e.g. `.doc`, `.ppt`, `.xls`)
- ENV variable to disable progress bar is not working
- Batched inferencing using HuggingfaceLocalGenerator
- Support both callback and generator-based streaming in all Chat Generators
- Using anchors and aliases in Pipeline YAML
- Haystack should not configure root logger handlers
- haystack/components/generators/hugging_face_local.py "stop_words" not behaving as expected
- Similar functionality between the `DocumentSplitter` and the `RecursiveDocumentSplitter`
- Add a ranker component that uses an LLM to rerank documents
- Docs
- Python not yet supported