Deployment readiness · 13/15
Clear self-host path and strong setup documentation; some operating work remains.
Overall rank #22 · Category rank #4
LlamaIndex
Data and retrieval framework for agent applications.
Index score87.0out of 100 · method 1.0
Scoring evidence
How 87.0 points were assigned
Adoption22.7/25
Community13.3/15
Recent activity20/20
Deployment13/15
GTM fit8/15
Licence10/10
Practical GTM fit · 8/15
Useful enabling software for go-to-market teams, but requires assembly or technical integration.
Licence · 10/10
Permissive open source: Broad rights to use, change and redistribute.
Repository evidence
Facts used in this snapshot
- GitHub stars
- 50,962
- Forks
- 7,783
- Open issues
- 570
- Last push
- 20 July 2026
- Default branch
- main
- Licence
- MIT
Source: LlamaIndex repository · checked 20 July 2026
Editorial review
What the classification means
Established
Maturity label based on the project’s public repository footprint, recent activity, and practical readiness.
Strong shortlist
Recommendation for where this project belongs in an initial evaluation, not a purchasing guarantee.
Permissive open source
Broad rights to use, change and redistribute.
agentsapplicationdatafine-tuningframeworkllamaindexllmmulti-agentsragvector-database