yichuan-w/LEANN
LEANN
[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
Overview
[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
Best for
- Evaluating LEANN for Python AI workflows.
- Comparing a GitHub project with 11,590 stars and current repository activity.
Pros
- LEANN has visible GitHub traction with 11,590 stars. Topics: ai, faiss, gpt-oss.
- The project provides an external homepage for deeper evaluation.
Cons
- Production fit still depends on documentation depth, issue activity, and release cadence.
- License review should confirm the MIT terms fit your use case.
Production readiness
LEANN should be validated with its README, release history, open issues, and integration requirements before production use.
License risk
MIT is reported by GitHub; review the repository license before redistribution or commercial use.
Install
curl -LsSf https://astral.sh/uv/install.sh | shgit clone https://github.com/yichuan-w/LEANN.git leannuv venvuv pip install leannbrew install libomp boost protobuf zeromq pkgconf