NVIDIA/auto-ontology
- Total stars
- 244
- Today
- +3since 11:41 UTC
More actions
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.
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About the project
NVIDIA's Python framework that builds a semantic ontology graph over enterprise metadata, giving LLM agents trusted metric and entity definitions for reliable text-to-SQL.
Useful for
- Deploy the local stack via Docker Compose and connect a Databricks or Snowflake database for NL queries
- Generate an ontology from metadata and reconcile conflicting metric definitions across systems
- Serve context to agents via MCP, CLI or API with queries validated against certified definitions
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →
Star growth looks organic. Data as of October 27, 2026, 12:50 UTC.
The star-growth assessment does not verify whether the project is safe to run.
Stars per day
Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.
Why it’s trending
- Star-counter measurements on 2026-10-27 (UTC), 11:41–12:32: 241 → 244 stars (+3). This is the change over that interval.
- Estimated end-of-day forecast: about +18 stars, using observed gains and the previous day.
- Over the last two days the pace is 5.6× that of the previous week and a half.
- Elevated gains were measured on the last 3 completed UTC days in a row. Continued growth is not guaranteed.
- GitHub Trending Python today: #14, +75 stars.
- About 10 forks a day — people are taking the code.
- Recent forks include notable developers: @webclinic017 (354 followers).
Measured growth: the last 7 completed days
New stars over 7 days: 180. +2150% versus the preceding 7 days.
Daily measurements · UTC
- October 20, 2026
- 2
- October 21, 2026
- 14
- October 22, 2026
- 9
- October 23, 2026
- 20
- October 24, 2026
- 27
- October 25, 2026
- 46
- October 26, 2026
- 62
Largest measured day in the last 30 days: 62 · October 26, 2026. Days with data: 30.
Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 27, 2026, 12:50 UTC. Sources and measurement limits →
Three GitHub discoveries in each edition
What they do, why they are gaining interest, and what to check before using them.
Editions at 10:00, 16:00, 22:00 MSK.
Numbers
- Total stars
- 244
- Today
- +3 stars measured 2026-10-27, 11:41–12:32 UTC, ≈ 18 by evening
- Forks
- 33
- Issues and pull requests
- 391
- Watchers
- 5
- Language
- Python
- License
- Apache-2.0
- Created
- April 27, 2026
- Last push
- October 26, 2026
Star trust
Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.
These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.
Spotted in
- October 27, 2026GitHub Trending Python today: #14, +75 stars
README badge
Paste it into your README — the badge shows the current magnitude and links to this page.
[](https://gitnova.dev/en/r/NVIDIA/auto-ontology)