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StarTrail-org

StarTrail-org/LEANN

PythonMITactivepopular
89Health

[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.

Stars12.9k
Forks1.2k
Open Issues44
Contributors1.2k
Last Push0d ago

Health Breakdown

Activity
25
Community
25
Maintenance
14
Popularity
25
#ai#faiss#gpt-oss#langchain#llama-index#llm#localstorage#offline-first#ollama#privacy#python#rag#retrieval-augmented-generation#vector-database#vector-search#vectors
View on GitHub ↗Issues (44) ↗Pull Requests ↗Wiki ↗

Should you contribute to StarTrail-org/LEANN?

StarTrail-org/LEANN has a FoundDev health score of 89/100, which puts it in the active-and-maintained tier. The maintainer team is shipping recently, issues are being closed, and a PR you open this week has a realistic chance of being reviewed.

Last push was 0 days ago — that signals an actively maintained project. New issues are likely to get a maintainer response within days. The project is written primarily in Python, so prior Python experience will shorten ramp-up.

Licensed under MIT, a standard OSI-approved license — safe to contribute to under normal employer IP policies.

Community

StarTrail-org89

[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.

activepopular
12.9k1.2k contributors44 issues
0d ago

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