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
Chapter 17Implementing Memory in Our Agent › Implementing Memory in Our Agent
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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.