swirlai/swirl-search

RAG Libraries

AI Search & RAG Without Moving Your Data. Get instant answers from your company's knowledge across 100+ apps while keeping data secure. Deploy in minutes, not months.

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7.3

GitHub Metrics

Stars

3.0k

Forks

282

Open Issues

Watchers

Contributors

Weekly Commits

Language

Python

License

Apache-2.0

Last Commit

Apr 14, 2026

Created

Apr 8, 2022

Latest Release

v4.4.0.0

Release Date

Dec 9, 2025

Synced: Apr 16, 2026

Quality Scores

Documentation Qualityw: 20%

7.1

Has docs site (https://swirlaiconnect.com/). Description: 166 chars. Stars signal: 2,994. Contributors: 38. Score: 7.1/10

Community Healthw: 20%

6.7

Stars: 2,994. Contributors: 38. Watchers: 29. Forks: 282. Issue ratio: 0.5%. Score: 6.7/10

Maintenance Velocityw: 15%

7.0

Last commit: 3d ago. Weekly commits: 0. Latest release: v4.4.0.0. Maturity bonus: 4.0y old. Score: 7/10

API Design & DXw: 20%

8.0

Stars/issues ratio: 200. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 2,994 stars. Score: 8/10

Production Readinessw: 15%

7.3

Battle-tested: 2,994 stars. Peer review: 38 contributors. Versioned: v4.4.0.0. Licensed: Apache-2.0. Age: 4.0 years. Maintenance: last commit 3d ago. Score: 7.3/10

Ecosystem Integrationw: 10%

7.6

Fork interest: 282. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 2,994 stars. Has web presence. Score: 7.6/10