How do you implement conversation memory without leaking sensitive data or growing costs?

Memory should be selective and privacy-safe. Approaches: - Summarize history - Store structured user preferences - Retrieve only relevant past context Avoid storing secrets, implement retention policies, and cap tokens. Use RAG-style retrieval for long-term memory instead of sending full history every time.