LEANN MorkMindy74 · PARTIAL
[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.com/MorkMindy74/LEANN · ★ 1 · Forks 0 · Size 81.0 MB
SUMMARY
Technologies 21
Scored 19
Observed 19
Practices 6
Evidence 22
Skips 2
COVERAGE
Analyzed 253 files · 553 commits · 0 API calls
TECHNOLOGIES & DEPTH
Dockerfile LANGUAGE Depth 70
1 files · PRODUCTION
C++ LANGUAGE Depth 70
1 files · PRODUCTION
Shell LANGUAGE Depth 70
5 files · PRODUCTION
JSON LANGUAGE Depth 70
4 files · PRODUCTION
Markdown LANGUAGE Depth 70
40 files · PRODUCTION
TOML LANGUAGE Depth 70
6 files · PRODUCTION
YAML LANGUAGE Depth 70
10 files · PRODUCTION
Python LANGUAGE Depth 70
147 files · PRODUCTION
uv BUILD_TOOL Depth 80
1 files · CONFIGURATION
Poetry BUILD_TOOL Depth 80
1 files · CONFIGURATION
AWS SDK CLOUD Depth —
0 files · config only
FastAPI FRAMEWORK Depth 58
1 files · PRODUCTION
NumPy LIBRARY Depth 85
32 files · PRODUCTION, TEST
Prettier QUALITY Depth 65
1 files · CONFIGURATION
Pydantic LIBRARY Depth 58
1 files · PRODUCTION
Redis CACHE Depth 72
2 files · CONFIGURATION, TOOLING
Requests LIBRARY Depth 81
6 files · PRODUCTION, TEST
TypeScript LANGUAGE Depth 78
11 files · PRODUCTION
Uvicorn LIBRARY Depth 58
1 files · PRODUCTION
pandas LIBRARY Depth —
0 files · config only
pytest TESTING Depth 74
20 files · PRODUCTION, TEST
PRACTICES
documentation · observedautomated_tests · observedcontinuous_integration · observedcontainerization · observedlinting · observedformatting · absent
ACTIVITY & OWNERSHIP
First commit 2025-06-30
Last commit 2026-04-04
Active months 11
Commits 553