ictnlp/FlexRAG

FlexRAG: A RAG Framework for Information Retrieval and Generation.

61
/ 100
Established

Supports text, multimodal, and web-accessible RAG scenarios through a modular pipeline architecture with integrated retrieval metrics and reranking components. Built on vectorized indexing (Faiss, LanceDB) with pre-trained retrievers available on HuggingFace Hub, enabling end-to-end workflows from corpus preparation through system evaluation and benchmarking.

235 stars and 472 monthly downloads. Available on PyPI.

Maintenance 13 / 25
Adoption 16 / 25
Maturity 18 / 25
Community 14 / 25

How are scores calculated?

Stars

235

Forks

22

Language

Python

License

MIT

Category

rag-framework-toolkits

Last pushed

Mar 13, 2026

Monthly downloads

472

Commits (30d)

0

Dependencies

43

GitHub PyPI
RAG Framework Toolkits · 112 tools

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FlexRAG and fed-rag FlexRAG and RAG_Techniques FlexRAG and FlashRAG FlexRAG and TrustRAG FlexRAG and RAGHub FlexRAG and MiniRAG

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