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StarTrail-org/LEANN

[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

Python12.9k starsOtherView on GitHub

Star growth

29

stars/week · 28d

Total stars

12.9k

Other

Maintenance

Last commit
yesterday
2026-09-19
Last release
196d ago
2026-03-08
License
MIT

Read from GitHub when this page was built, 2026-09-20. Commit date is the head of the default branch, not the last push to any branch.

Why we are watching

A vector index that runs entirely on a personal device, and an efficiency result that changes what is possible there: cutting index storage by ~97% is what moves private RAG over a real document corpus from "needs a server" to "fits on a laptop". Both halves of the theme in one project — the data being indexed never leaves, and the compute to search it is yours.

Measured as of August 6, 2026.