LEANN

[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

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ai faiss gpt-oss langchain llama-index llm localstorage offline-first ollama privacy python rag retrieval-augmented-generation vector-database vector-search vectors

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Latest commit: 2026-09-29. Over the past 133 days, this repository gained 1.2k stars (+10.1% growth). Activity data is based on daily RepoPi snapshots of the GitHub repository.