STACKQUADRANT

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.

7.3
GitHub Metrics
Stars
3.0k
Forks
290
Open Issues
7
Watchers
28
Contributors
38
Weekly Commits
0
Language
Python
License
Apache-2.0
Last Commit
Oct 19, 2026
Created
Apr 8, 2022
Latest Release
v4.5.0.7
Release Date
Jun 22, 2026
Synced: Oct 27, 2026
Quality Scores
Documentation Qualityw: 20%
7.2

Has docs site (https://swirlaiconnect.com/). Description: 166 chars. Stars signal: 3,049. Contributors: 38. Score: 7.2/10

Community Healthw: 20%
6.7

Stars: 3,049. Contributors: 38. Watchers: 28. Forks: 290. Issue ratio: 0.2%. Score: 6.7/10

Maintenance Velocityw: 15%
7.0

Last commit: 8d ago. Weekly commits: 0. Latest release: v4.5.0.7. Maturity bonus: 4.6y old. Score: 7/10

API Design & DXw: 20%
8.0

Stars/issues ratio: 436. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 3,049 stars. Score: 8/10

Production Readinessw: 15%
7.3

Battle-tested: 3,049 stars. Peer review: 38 contributors. Versioned: v4.5.0.7. Licensed: Apache-2.0. Age: 4.6 years. Maintenance: last commit 8d ago. Score: 7.3/10

Ecosystem Integrationw: 10%
7.6

Fork interest: 290. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 3,049 stars. Has web presence. Score: 7.6/10

Tags
ai-searchbigquerydjangofederated-queryfederated-searchgptlarge-language-modelsmetasearchpythonrag
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration