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Amazon· Bedrock / NovaBuild agent memory with NVIDIA NeMo Agent Toolkit and Amazon S3 Vectors
Guide to using Amazon S3 Vectors as a persistent memory backend for NVIDIA NeMo Agent Toolkit.
Amazon published a guide showing how to use Amazon S3 Vectors as a persistent memory layer within the NVIDIA NeMo Agent Toolkit (NAT) on Amazon EKS.
The implementation involves creating an S3 Vectors bucket and index, implementing a custom MemoryEditor plugin, and configuring the agent workflow.
NAT's memory subsystem stores conversation history, user preferences, and long-term knowledge across agent invocations.
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NAT includes a dedicated memory subsystem designed to store and retrieve conversation history, user preferences, and long-term knowledge across agent invocations. The memory module is extensible: you create custom memory providers (backends) by implementing NAT's plugin interface.
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