Short-Term Conversation Memory › Practical Considerations
Michael BrenndoerferJuly 1, 20251 min read
AI Agent HandbookAll chapters Part 6 of 15Memory and Retrieval - How Agents Remember
Short-Term Conversation Memory › Practical ConsiderationsOne section · Sections in this chapter12 / 15 ↓
Sections in this chapter15
As you build memory into your agent, keep these points in mind:
Start simple: Begin with full history. Only add complexity (windowing, summarization) when you actually need it.
Monitor costs: Track how many tokens you're sending. If costs are high, implement a sliding window.
Test edge cases: What happens when the user references something from 20 messages ago? Does your memory strategy handle it?
Consider the domain: A customer service bot might need full history. A casual chatbot might work fine with a small window.
Provide memory controls: Let users start fresh conversations when needed. Sometimes they want to change topics completely.