RepoRadarNVIDIA/auto-ontology
Auto Ontology is a Python framework for building semantic, graph-based reasoning layers over data. It enables deterministic query generation, better context retrieval, and more explainable AI for LLM and agent workflows.
11.8k stars · 970 forks · Python
Quick update: star history is from the full report of Nov 8, 2026.
Healthy
Actively maintained by 10 people, no known risks.
Why
No warning signs: none of the verdict rules applied to this repo.
What would change this
- Partly checked: maintenance (Commit counts are estimated: the commit sample stops before the window start, so GitHub's totals were scaled by the sampled bot share.; Authors in the last 90 days are counted from the sampled commits only.; Only 0 recent issues can be checked for a response, too few to measure response time.)
- A dormant maintenance status, a deprecated or archived package, a successor link, or a critical advisory would change this.
Maintenance
PartialActive
- Human commits, 30 days
- 84
- Human commits, 90 days
- 434
- Human commits, 365 days
- 1.4k
- Bot share of commits, 365 days
- 0%
- Last commit
- Nov 9, 2026 (2 days ago)
- Last human commit
- Nov 9, 2026 (2 days ago)
- Authors, 90 days
- 10
- Last release
- none found
- Median PR merge time
- under an hour
Too few recent issues to measure responsiveness.
- Commit counts are estimated: the commit sample stops before the window start, so GitHub's totals were scaled by the sampled bot share.
- Authors in the last 90 days are counted from the sampled commits only.
- Only 0 recent issues can be checked for a response, too few to measure response time.
Sources: Commits, Releases, Merged pull requests, Issues
People
Complete- Owner
- Organization
- Commits sampled
- 100 since Nov 12, 2025
- Authors for half of commits
- 1
- Authors for 80% of commits
- 3
- Contributors
- 13
Top committers
- DinaLaptii: 51% of commits
- liofnv: 24% of commits
- yuvalshkolar: 8% of commits
- cafzal: 7% of commits
- tomer-levin-nv: 4% of commits
- Shares come from the newest sampled commits, since the commit sample is capped.
Sources: Commits, Contributors
Stars
CompleteOrganic, confidence medium
Bursts
- Oct 21, 2026 to Nov 7, 2026: about 9.7k more stars than usual, peak 2.5k in one day, a shape we can't classify. Outside explanation: a Hacker News post, a jump in forks.
Anyone can buy stars for any repo; bursts alone don't prove the owner did.
- The star history looks organic.
- Star history from the full report of Nov 8, 2026; this update did not re-read it.
Sources: How star history is analyzed
Risk
CompleteFlags
No risk flags.
License
- Now
- Apache-2.0 (OSI-approved)
- A year ago
- Not known
Packages
No published packages found.
Sources: GitHub: NVIDIA/auto-ontology
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Earlier verdicts
- Nov 12, 2026: Healthy
- Nov 11, 2026: Healthy
- Nov 10, 2026: Healthy
- Nov 9, 2026: Healthy
- Nov 8, 2026: Healthy