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

7.9k

Forks

641

Open Issues

122

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: Jul 18, 2026

Quality Scores

Documentation Qualityw: 20%

5.8

No dedicated docs site. Description: 107 chars. Stars signal: 7,931. Contributors: 63. Score: 5.8/10

Community Healthw: 20%

7.2

Stars: 7,931. Contributors: 63. Watchers: 42. Forks: 641. Issue ratio: 1.5%. Score: 7.2/10

Maintenance Velocityw: 15%

2.1

Last commit: 253d ago. Weekly commits: 0. Latest release: v3.6.5. Maturity bonus: 2.4y old. Score: 2.1/10

API Design & DXw: 20%

7.2

Stars/issues ratio: 65. Dynamic language: Python. No dedicated API docs. Permissive license: MIT. Popularity signal: 7,931 stars. Score: 7.2/10

Production Readinessw: 15%

6.3

Battle-tested: 7,931 stars. Peer review: 63 contributors. Versioned: v3.6.5. Licensed: MIT. Age: 2.4 years. Maintenance: last commit 253d ago. Score: 6.3/10

Ecosystem Integrationw: 10%

8.3

Fork interest: 641. Major ecosystem: Python. Integration-friendly: MIT. Adoption: 7,931 stars. Score: 8.3/10