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StarTrail-org/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 devi

MITPython
Stars
13k
Forks
1.2k
Open issues
36
Last push
today

About LEANN

LEANN is a free, open-source RAG and AI search tool by StarTrail-org, written mainly in Python. [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 devi. It has 13k GitHub stars and 1.2k forks, and was last updated today. It's released under the MIT license, a standard open-source license.

License
MIT
Language
Python
Stars
13,053
Last update
today
Runs on Mac
Not stated
GPU
Not stated
Paid API key
Not stated
Self-hostable
Not stated

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LEANN FAQ

Is LEANN free?

Yes. LEANN is open source and free to use. It's released under the MIT license, a standard open-source license.

Does LEANN run on a Mac?

Its README doesn't say. Check the installation guide on GitHub before you start.

Does LEANN need a GPU?

Its README doesn't state hardware needs. AI models generally run much faster with a GPU.

Is LEANN still maintained?

Yes. It was last updated today and has 36 open issues on GitHub.

What are alternatives to LEANN?

Similar free, open-source tools include ragflow, meilisearch, milvus, PageIndex.

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