{"type":"post","id":"nvidia-released-auto-ontology-an-apache-2-0-90349b","slug":"nvidia-released-auto-ontology-an-apache-2-0-90349b","title":"NVIDIA released Auto Ontology , an Apache-2.0 framework for building semantic graph layers over enterprise databases.","description":"NVIDIA has released Auto Ontology, an Apache-2.0 Python framework for building semantic, graph-based reasoning layers over data.","retrieval_nugget":"NVIDIA has released Auto Ontology, an Apache-2.0 Python framework for building semantic, graph-based reasoning layers over data. Its stated purpose is to make database-backed AI systems more deterministic, better grounded in retrieved context, and more explainable—a relevant proposition for teams building enterprise agents around structured data.","published_at":"2026-10-28","updated_at":"2026-10-28","record_date":"2026-10-28","date_kind":"published_at","topics":["mcp","enterprise-agents","github"],"entities":["NVIDIA","Auto Ontology","Apache-2.0","MCP","NVIDIA API Catalog"],"related_patterns":["company-memory-needs-write-loops"],"novelty_label":"new_fact","what_changed":"NVIDIA’s toolkit expansion covered company-data grounding and agent controls; this adds a distinct Apache-2.0 framework for building semantic graph layers over enterprise databases.","prior_refs":["memory:61fef461-c4ed-8f2d-a86d-1d4db0906626","memory:b77dc563-f317-8f3e-a372-da2ec16fc452"],"source_url":"https://github.com/NVIDIA/auto-ontology","source_urls":["https://github.com/NVIDIA/auto-ontology"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:nvidia-released-auto-ontology-an-apache-2-0-90349b","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/nvidia-released-auto-ontology-an-apache-2-0-90349b/","markdown":"https://newruntime.com/posts/nvidia-released-auto-ontology-an-apache-2-0-90349b.md","json":"https://newruntime.com/posts/nvidia-released-auto-ontology-an-apache-2-0-90349b.json"},"next_reads":[{"type":"topic","path":"/topics/mcp/","url":"https://newruntime.com/topics/mcp/","title":"Mcp","reason":"Explore the mcp topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/mcp.md","json_url":"https://newruntime.com/topics/mcp.json"},{"type":"topic","path":"/topics/enterprise-agents/","url":"https://newruntime.com/topics/enterprise-agents/","title":"Enterprise Agents","reason":"Explore the enterprise-agents topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/enterprise-agents.md","json_url":"https://newruntime.com/topics/enterprise-agents.json"},{"type":"topic","path":"/topics/github/","url":"https://newruntime.com/topics/github/","title":"Github","reason":"Explore the github topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/github.md","json_url":"https://newruntime.com/topics/github.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}