Nvidia said on Oct. 21, 2026 that Agent Toolkit now includes Agent Knowledge Foundation, with an Auto-Ontology library and Kumo models for tabular, relational, time-series, and forecast data. Nvidia says companies can use it without moving their data. The same post still lists OpenShell as the runtime. It does not say the Kumo weights are public or give a general-availability date.
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