AI BriefingNVIDIA Expands Agent Toolkit with Knowledge Foundation and New Open Models
·2026.10.21 19:10
Key point
NVIDIA expands its open source Agent Toolkit with the Agent Knowledge Foundation, CUDA-X libraries, and new Kumo open models to help enterprises ground agents in company data without moving it or changing governance.
Details
- NVIDIA has expanded its open source Agent Toolkit with the new Agent Knowledge Foundation, which uses CUDA-X libraries and new open models to ground agents in enterprise data.
- The foundation includes the Auto-Ontology library to translate raw data into business concepts and new Kumo open models (Kumo Tabular, Kumo Relational, Kumo Time Series, Kumo Forecast) for structured data analysis and prediction.
- NVIDIA Nemotron Retriever models improved search performance for partners, with SAP’s fine-tuned reranker running nearly 3x faster and ServiceNow cutting latency by nearly a quarter.
- Enterprises including Palantir, Databricks, and Snowflake are using the toolkit's components to build specialized agents and enhance predictive capabilities, while Amazon Web Services and others are building on the Agent Knowledge Foundation.
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