Implementing Memory in Our Agent › Implementing Memory in Our Agent
Michael BrenndoerferJuly 5, 20251 min read
AI Agent HandbookAll chapters Part 6 of 15Memory and Retrieval - How Agents Remember
Implementing Memory in Our Agent › Implementing Memory in Our AgentOne section · Sections in this chapter1 / 13 ↓
Sections in this chapter13
You've learned the concepts: short-term memory for conversations and long-term memory for persistent knowledge. Now let's build a complete personal assistant that combines both. We'll start with a minimal implementation and gradually add sophistication, showing you exactly how memory works in practice.
By the end of this chapter, you'll have a working assistant that remembers conversations, stores important facts, and retrieves relevant information when needed. More importantly, you'll understand the design decisions and trade-offs involved in building memory systems for AI agents.