STACKQUADRANT

neuml/txtai

RAG Libraries

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

8.0
GitHub Metrics
Stars
12.9k
Forks
884
Open Issues
6
Watchers
114
Contributors
41
Weekly Commits
9
Language
Python
License
Apache-2.0
Last Commit
Aug 27, 2026
Created
Aug 9, 2020
Latest Release
v9.13.0
Release Date
Aug 27, 2026
Synced: Aug 28, 2026
Quality Scores
Documentation Qualityw: 20%
7.6

Has docs site (https://neuml.github.io/txtai). Description: 94 chars. Stars signal: 12,910. Contributors: 41. Score: 7.6/10

Community Healthw: 20%
7.6

Stars: 12,910. Contributors: 41. Watchers: 114. Forks: 884. Issue ratio: 0.0%. Score: 7.6/10

Maintenance Velocityw: 15%
9.2

Last commit: 0d ago. Weekly commits: 9. Latest release: v9.13.0. Maturity bonus: 6.1y old. Score: 9.2/10

API Design & DXw: 20%
8.2

Stars/issues ratio: 2152. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 12,910 stars. Score: 8.2/10

Production Readinessw: 15%
7.7

Battle-tested: 12,910 stars. Peer review: 41 contributors. Versioned: v9.13.0. Licensed: Apache-2.0. Age: 6.1 years. Maintenance: last commit 0d ago. Score: 7.7/10

Ecosystem Integrationw: 10%
8.3

Fork interest: 884. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 12,910 stars. Has web presence. Score: 8.3/10

Tags
agentsaiai-agentsembeddingsinformation-retrievallanguage-modellarge-language-modelsllmnlppython
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration