Python · MIT
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 device.
★ 13.8k
Stars
1.3k forks · 49 open issues
+17/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
50.9
Momentum / 100
see the breakdown below
17mo ago
Created
last push 4d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 24.1 | +17/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.59× the monthly pace |
| Freshness | 15 | 14.8 | last push 4d ago; decays to zero at 180 days |
| Scale | 15 | 12.0 | 13.8k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 50.9 | sum of the above |
Detail
| Topics | aifaissgpt-osslangchainllama-indexllmlocalstorageoffline-firstollamaprivacypythonragretrieval-augmented-generationvector-databasevector-searchvectors |
| Matched on | RAG (rag, retrieval-augmented-generation, vector-database) |
| Short window | +120 stars over 7 days = 17.1/day |
| Long window | +756 stars over 26 days = 29.1/day |
| Lifetime average | 26.78 stars/day over 514 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |