發生什麼事
Knowledge Foundation is the part of Agent Toolkit that's new this time. Underneath, it runs on CUDA-X libraries such as cuGraph and cuDF, while finding data and making predictions are left to Nemotron Retriever and a new family of Kumo models built for structured data (NVIDIA blog).
Beyond that, the full Toolkit includes OpenShell, a secure runtime, along with NemoClaw blueprints. NemoClaw picks up an extra optimization blueprint this round, meant to help an agent do its job a little better as time goes on (NVIDIA blog).
01Sources
- NVIDIA Agent Toolkit Expands, Grounding Enterprise Agents in Company Data: NVIDIA's official blog, published 2026-10-21 18:10 (Taipei time), GTC Berlin; what the Toolkit contains, Agent Knowledge Foundation working without moving data, Auto-Ontology, Kumo models, NemoClaw optimization blueprint, Palantir / Snowflake / SAP / ServiceNow examples