NVIDIA Agent Toolkit expands, grounding enterprise agents in company data
NVIDIA expands its open-source Agent Toolkit with the Agent Knowledge Foundation, the OpenShell secure runtime and NemoClaw blueprints, to ground AI agents in company data while controlling and monitoring them. Databricks, Snowflake, SAP and ServiceNow are using or building on it.
What the article says
In an October 21, 2026 post, NVIDIA announces an expansion of its open source Agent Toolkit, meant to help enterprises customize and control agents, ground them in company data, and monitor their behavior. The announcement accompanies GTC Berlin and Jensen Huang's October 21 keynote.
The toolkit includes the new NVIDIA Agent Knowledge Foundation, which combines CUDA-X libraries (cuDF, cuGraph, cuML, cuOpt, cuVS) with the Auto-Ontology library to map company data to business concepts, plus Nemotron Retriever and the Kumo open model family. OpenShell provides a secure agent runtime and NemoClaw secure agent blueprints. Palantir, Databricks, Snowflake, Amazon OpenSearch Service, SAP, ServiceNow and Zoom are cited; SAP reports a fine-tuned reranker running nearly 3x faster and ServiceNow reranking latency cut by nearly a quarter.
Summary written by AnnuIA in its own words from the official page of NVIDIA. The content and rights belong to the publisher: please read the original article.
More announcements from NVIDIA
- Agentic AI joins the search for extraterrestrial signals
- Thin, light and built for everything: NVIDIA RTX Spark Windows laptops gain new models, agent tools and games
- How AI is changing the pace of discovery for millions living with dementia
- Leading European financial services organizations embrace open models to build proprietary intelligence