Memory Design for Agents

Agent memory enables persistent context across interactions and improves long-term performance.

Memory Types

• Short-term buffers for immediate context
• Episodic memory for past interactions
• Long-term knowledge stores for facts and user preferences

Design Tips

• Persist only what improves agent decisions to reduce storage costs
• Use embeddings for semantic retrieval of past interactions
• Implement TTL and pruning strategies to limit growth