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AWS publishes tutorial on building agent memory for NeMo Agent Toolkit with S3 Vectors

1 reports 1 reporting sources 17 days ago updated

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On October 2, 2026, the AWS Machine Learning Blog published a tutorial showing how to use Amazon S3 Vectors as a custom memory backend for the NVIDIA NeMo Agent Toolkit (NAT, version 1.6), deployed on Amazon EKS. The tutorial uses multi-agent investment research as a running example, demonstrating the architecture in practice. This is the first report on the event; there are no follow-up reports yet.

AI overview of reporting · Updated 17 days ago

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10/2
  1. AWS Machine Learning Blog
    Build agent memory with NVIDIA NeMo Agent Toolkit and Amazon S3 Vectors

    An AWS blog post shows how to use Amazon S3 Vectors as a custom memory backend for the NVIDIA NeMo Agent Toolkit (NAT, version 1.6), deployed on Amazon EKS, with a multi-agent investment research workflow as the running example.