yichuan-w/LEANN

RAG Libraries

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

GitHub →Website →

7.8

GitHub Metrics

Stars

12.8k

Forks

1.2k

Open Issues

Watchers

Contributors

Weekly Commits

Language

Python

License

MIT

Last Commit

Aug 25, 2026

Created

Jun 9, 2025

Latest Release

v0.3.7

Release Date

Mar 8, 2026

Synced: Aug 28, 2026

Quality Scores

Documentation Qualityw: 20%

7.6

Has docs site (https://arxiv.org/abs/2506.08276). Description: 158 chars. Stars signal: 12,838. Contributors: 48. Score: 7.6/10

Community Healthw: 20%

7.6

Stars: 12,838. Contributors: 48. Watchers: 76. Forks: 1,153. Issue ratio: 0.4%. Score: 7.6/10

Maintenance Velocityw: 15%

7.7

Last commit: 2d ago. Weekly commits: 2. Latest release: v0.3.7. Maturity bonus: 1.2y old. Score: 7.7/10

API Design & DXw: 20%

8.2

Stars/issues ratio: 285. Dynamic language: Python. Has documentation site. Permissive license: MIT. Popularity signal: 12,838 stars. Score: 8.2/10

Production Readinessw: 15%

7.4

Battle-tested: 12,838 stars. Peer review: 48 contributors. Versioned: v0.3.7. Licensed: MIT. Age: 1.2 years. Maintenance: last commit 2d ago. Score: 7.4/10

Ecosystem Integrationw: 10%

8.3

Fork interest: 1,153. Major ecosystem: Python. Integration-friendly: MIT. Adoption: 12,838 stars. Has web presence. Score: 8.3/10