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RAG Libraries

Retrieval and Retrieval-augmented LLMs

7.3
GitHub Metrics
Stars
11.8k
Forks
884
Open Issues
908
Watchers
60
Contributors
71
Weekly Commits
0
Language
Python
License
MIT
Last Commit
Apr 22, 2026
Created
Aug 2, 2023
Latest Release
v1.4.0
Release Date
Apr 22, 2026
Synced: Jun 3, 2026
Quality Scores
Documentation Qualityw: 20%
7.4

Has docs site (http://www.bge-model.com/). Description: 38 chars. Stars signal: 11,760. Contributors: 71. Score: 7.4/10

Community Healthw: 20%
7.1

Stars: 11,760. Contributors: 71. Watchers: 60. Forks: 884. Issue ratio: 7.7%. Score: 7.1/10

Maintenance Velocityw: 15%
7.1

Last commit: 42d ago. Weekly commits: 0. Latest release: v1.4.0. Maturity bonus: 2.8y old. Score: 7.1/10

API Design & DXw: 20%
7.1

Stars/issues ratio: 13. Dynamic language: Python. Has documentation site. Permissive license: MIT. Popularity signal: 11,760 stars. Score: 7.1/10

Production Readinessw: 15%
7.5

Battle-tested: 11,760 stars. Peer review: 71 contributors. Versioned: v1.4.0. Licensed: MIT. Age: 2.8 years. Maintenance: last commit 42d ago. Score: 7.5/10

Ecosystem Integrationw: 10%
8.2

Fork interest: 884. Major ecosystem: Python. Integration-friendly: MIT. Adoption: 11,760 stars. Has web presence. Score: 8.2/10

Tags
embeddingsinformation-retrievalllmretrieval-augmented-generationsentence-embeddingstext-semantic-similarity
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration