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Build agent memory with NVIDIA NeMo Agent Toolkit and Amazon S3 Vectors

Learn how to use Amazon S3 Vectors as the persistent memory layer within the NVIDIA NeMo Agent Toolkit (NAT), deployed on Amazon Elastic Kubernetes Service (Amazon EKS).

By Venkata SistlaAWS ML Blog
Build agent memory with NVIDIA NeMo Agent Toolkit and Amazon S3 Vectors

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Originally published by AWS ML Blog on Oct 1, 2026.

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