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.
- ai
- faiss
- langchain
- llama-index
- llm
- localstorage
- offline-first
- ollama
- privacy
- python
- rag
- retrieval-augmented-generation
- vector-database
- vector-search
- vectors
- Stars
- 13,084
- Forks
- 1,183
- + today
- +2
- Created
- 1y
Ranking data as of October 26, 2026 (UTC).
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Overview
[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. It ranks #236 on GitTiger, gaining +2 stars on October 26, 2026 (UTC).
The project is written in Python and has 1,183 forks. It was created 1y ago.
Installation
git clone https://github.com/StarTrail-org/LEANN.git
cd LEANN
# see README for setup