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RAG Libraries

Retrieval and Retrieval-augmented LLMs

7.3
GitHub Metrics
Stars
12.3k
Forks
941
Open Issues
925
Watchers
58
Contributors
72
Weekly Commits
0
Language
Python
License
MIT
Last Commit
Aug 24, 2026
Created
Aug 2, 2023
Latest Release
v1.4.2
Release Date
Aug 24, 2026
Synced: Oct 27, 2026
Quality Scores
Documentation Qualityw: 20%
7.4

Has docs site (http://www.bge-model.com/). Description: 38 chars. Stars signal: 12,278. Contributors: 72. Score: 7.4/10

Community Healthw: 20%
7.1

Stars: 12,278. Contributors: 72. Watchers: 58. Forks: 941. Issue ratio: 7.5%. Score: 7.1/10

Maintenance Velocityw: 15%
6.7

Last commit: 64d ago. Weekly commits: 0. Latest release: v1.4.2. Maturity bonus: 3.2y old. Score: 6.7/10

API Design & DXw: 20%
7.1

Stars/issues ratio: 13. Dynamic language: Python. Has documentation site. Permissive license: MIT. Popularity signal: 12,278 stars. Score: 7.1/10

Production Readinessw: 15%
7.3

Battle-tested: 12,278 stars. Peer review: 72 contributors. Versioned: v1.4.2. Licensed: MIT. Age: 3.2 years. Maintenance: last commit 64d ago. Score: 7.3/10

Ecosystem Integrationw: 10%
8.3

Fork interest: 941. Major ecosystem: Python. Integration-friendly: MIT. Adoption: 12,278 stars. Has web presence. Score: 8.3/10

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