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NVIDIA /

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.

#2 in Python Python topic 9,661 stars Spotted by Upstar at 163 stars in Python

Updated 11 min ago

Why now

Upstar spotted auto-ontology .

+8,986 stars gained this week

53× its usual pace

×59.3 since Upstar spotted it

Stars gained each day, last 30 days

Usual pace · 24 / day
Oct 9Oct 24
This week Before Usual pace

In short

It is aimed at teams whose agents query enterprise data, and it is exposed through MCP, a CLI, or an API. The README does not say which databases or metadata sources it supports or what setup it needs.

Summary written by AI from the repository’s description and README.

Awards

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  • Upstar card: #1 Riser Of The Week in Python Upstar card: #1 Riser Of The Week in Python

    Reached on November 5, 2026

  • Upstar card: Spotted early at 163 stars, now 9,661 Upstar card: Spotted early at 163 stars, now 9,661

    Spotted on October 26, 2026

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NVIDIA / auto-ontology
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