Using Amazon ElastiCache for Valkey for agentic memory

Agentic AI applications use external tools, APIs, and multi-step reasoning to complete complex tasks. However, by default, agents don't retain memory between conversations, which limits their ability to provide personalized responses or maintain context across sessions. Amazon ElastiCache for Valkey provides the high-performance, low-latency infrastructure that agentic memory systems require to store, retrieve, and manage persistent memory for AI agents.

This topic explains how to use ElastiCache for Valkey as the storage layer for agentic memory, covering the concepts, architecture, implementation, and best practices for building memory-enabled AI agents.