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
75.4
Radar Score
Rising
Momentum

Scoring Breakdown

Impact92.3
Velocity64.5
Health63.4

Growth Metrics

7-Day Stars
+28
30-Day Stars
+772
Acceleration
0.15x
Language
Python

Why it ranks

Strong momentum — adoption is accelerating week over week.

RAG · vector databaseTop 43% globallyLast push 1d ago+28 stars / 7d+772 stars / 30d

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🛡️ Enterprise Readiness & Commercial Safety

Organic Growth
61%
Mixed Signals
License
Permissive (Commercial Friendly)
Safe for commercial use, modification, and distribution.
Health Grade
A
Based on maintenance, issue response, and release cadence.
Radar Score
75.4
Composite of Impact, Velocity, and Health.
⚠️ Growth Anomaly Detected:
  • Burst pattern: Largest 24h jump was 340 stars (39 forks, 13.1x the daily average).
Disclaimer: This is an automated heuristic assessment based on public GitHub signals. Always perform your own security audit, dependency review, and legal compliance check before production deployment.

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