NVIDIA OPEN-SOURCED AUTO ONTOLOGY: A SEMANTIC LAYER FOR AI AGENTS
This is a dev post classified by AGK Intelligence as Databases (a tool drop), kept by the Dev Radar because it carries real work, not commentary.
NVIDIA OPEN-SOURCED AUTO ONTOLOGY: A SEMANTIC LAYER FOR AI AGENTS GitHub: https://github.com/NVIDIA/auto-ontology AI agents can query databases, retrieve documents, and generate SQL. But there's a bigger challenge: Do AI agents actually understand what the data means? Consider a simple question: How much revenue did the company generate last month? Different systems might define revenue differently. Customer IDs may not match across databases. Even syntactically correct SQL can produce incorrect results when the underlying business definitions are misunderstood. This is the problem NVI
Posted by SCR (8.5k followers) 5 h ago · 10 likes · 394 views · view the original post on X. Kept by the Dev Radar as Databases. Tools mentioned: auto-ontology.
More dev work like this
- Our friends at @SurrealDB built a notes app on Phonon that analyzes your notes and reads… — @GradiumAI
- SQL Master Tree #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python… — @Sheraj99
- 93.1% lower p90 lookup latency. — @ClickHouseDB
- ApacheKafka: The Definitive Guide. #BigData #Analytics #DataScience #AI #MachineLearning… — @gp_pulipaka
- Mastering Kafka Streams and #ksqlDB. @kafka_book #BigData #Analytics #DataScience #IoT… — @gp_pulipaka
- Building an Agentic Knowledge Graph! #BigData #Analytics #DataScience #AI… — @gp_pulipaka
- Query in place. Write results back. — @siddontang
- A little 'touch' feature we've brought over from SQLDev Classic to our VS Code Extension — @thatjeffsmith
Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 31.7k posts from 5k X accounts over the last 21 days, 9.4k tools, 12 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-11-05 14:03 UTC. Full method.