SciPhi-AI/R2R

RAG Libraries

SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.

GitHub →

6.1

GitHub Metrics

Stars

8.0k

Forks

647

Open Issues

125

Watchers

Contributors

Weekly Commits

Language

Python

License

MIT

Last Commit

Nov 7, 2025

Created

Feb 12, 2024

Latest Release

v3.6.5

Release Date

Jun 7, 2025

Synced: Sep 1, 2026

Quality Scores

Documentation Qualityw: 20%

5.8

No dedicated docs site. Description: 107 chars. Stars signal: 7,983. Contributors: 63. Score: 5.8/10

Community Healthw: 20%

7.2

Stars: 7,983. Contributors: 63. Watchers: 43. Forks: 647. Issue ratio: 1.6%. Score: 7.2/10

Maintenance Velocityw: 15%

1.6

Last commit: 299d ago. Weekly commits: 0. Latest release: v3.6.5. Maturity bonus: 2.6y old. Score: 1.6/10

API Design & DXw: 20%

7.2

Stars/issues ratio: 64. Dynamic language: Python. No dedicated API docs. Permissive license: MIT. Popularity signal: 7,983 stars. Score: 7.2/10

Production Readinessw: 15%

6.3

Battle-tested: 7,983 stars. Peer review: 63 contributors. Versioned: v3.6.5. Licensed: MIT. Age: 2.6 years. Maintenance: last commit 299d ago. Score: 6.3/10

Ecosystem Integrationw: 10%

8.3

Fork interest: 647. Major ecosystem: Python. Integration-friendly: MIT. Adoption: 7,983 stars. Score: 8.3/10