AI Architecture
AI Agent Memory & Session Management: Working, Episodic, and Semantic Memory
Architect multi-layered memory systems for AI agents using Redis session stores, vector embeddings, and persistent knowledge graphs.
4 min
The Three Pillars of Agent Memory
1. Working Memory: Short-term conversation history inside the prompt window. 2. Episodic Memory: Past task experiences and action logs stored in Redis. 3. Semantic Memory: Long-term domain facts and user preferences indexed in vector stores.