STACKQUADRANT

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.

7.6
GitHub Metrics
Stars
10.8k
Forks
949
Open Issues
58
Watchers
73
Contributors
29
Weekly Commits
0
Language
Python
License
MIT
Last Commit
Apr 16, 2026
Created
Jun 9, 2025
Latest Release
v0.3.7
Release Date
Mar 8, 2026
Synced: Apr 16, 2026
Quality Scores
Documentation Qualityw: 20%
7.4

Has docs site (https://arxiv.org/abs/2506.08276). Description: 158 chars. Stars signal: 10,817. Contributors: 29. Score: 7.4/10

Community Healthw: 20%
7.3

Stars: 10,817. Contributors: 29. Watchers: 73. Forks: 949. Issue ratio: 0.5%. Score: 7.3/10

Maintenance Velocityw: 15%
7.5

Last commit: 0d ago. Weekly commits: 0. Latest release: v0.3.7. Score: 7.5/10

API Design & DXw: 20%
8.2

Stars/issues ratio: 187. Dynamic language: Python. Has documentation site. Permissive license: MIT. Popularity signal: 10,817 stars. Score: 8.2/10

Production Readinessw: 15%
6.9

Battle-tested: 10,817 stars. Peer review: 29 contributors. Versioned: v0.3.7. Licensed: MIT. Age: 0.9 years. Maintenance: last commit 0d ago. Score: 6.9/10

Ecosystem Integrationw: 10%
8.3

Fork interest: 949. Major ecosystem: Python. Integration-friendly: MIT. Adoption: 10,817 stars. Has web presence. Score: 8.3/10

Tags
aifaissgpt-osslangchainllama-indexllmlocalstorageoffline-firstollamaprivacy
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration