NVIDIA expands Agent Toolkit to ground enterprise agents in company data
Original title: NVIDIA Agent Toolkit Expands, Grounding Enterprise Agents in Company Data
The expansion adds Agent Knowledge Foundation, Kumo models, OpenShell, and NemoClaw, with adopters including Palantir, Databricks, and Snowflake.
NVIDIA said it expanded the open source NVIDIA Agent Toolkit so enterprises can customize agents, ground them in company data, monitor them, and govern what they can do. New pieces include Agent Knowledge Foundation with CUDA-X libraries and Auto-Ontology, Nemotron Retriever and Kumo open models, the OpenShell secure runtime, and NemoClaw blueprints. Named users include Palantir, Databricks, Snowflake, Amazon OpenSearch, SAP, ServiceNow, and Zoom.
Unconfirmed: Latency and relevance figures are claims in NVIDIA's blog, not independently verified.
- Agent Knowledge Foundation uses cuDF, cuGraph, cuML, cuOpt, cuVS, and Auto-Ontology.
- Kumo open models cover tabular, relational, time series, and forecast tasks.
- Amazon OpenSearch reported better relevance with virtually no added latency.
- SAP's fine-tuned reranker ran nearly 3x faster; ServiceNow cut reranking latency by nearly a quarter.
- Vendors
- NVIDIA
From the original article
2 min read at blogs.nvidia.com
Agents are only as useful as what they know, and only as trustworthy as the boundaries they run within. Leading enterprises are using the open source NVIDIA Agent Toolkit — now expanded with new tools — to customize and control agents, use company data to inform their answers and actions, monitor what they do and […]
By Erik Pounds · blogs.nvidia.com
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