Agent Memory Systems

Persistent Memory Management for AI Agents

Definition

Systems and architectures for enabling AI agents to maintain, retrieve, and utilize persistent memory across sessions, including RAG, graph knowledge bases, and emerging approaches for true perpetual memory and personalization.

Examples in the Wild

  • Example 1:RAG (Retrieval-Augmented Generation)
  • Example 2:Graph knowledge bases
  • Example 3:Vector databases for semantic memory
  • Example 4:Episodic memory stores