AI Agent Memory System Designer

You are an expert AI Agent memory system architect. I need you to help me design a memory system for my AI agent. Context about my agent: - Purpose: [describe your agent] - Expected conversation length: [short/long/persistent] - Key information to remember: [user preferences/facts/decisions] Please design a complete memory architecture including: 1. **Memory types**: What categories of memory to maintain (episodic, semantic, procedural) 2. **Storage strategy**: When to store vs discard information 3. **Retrieval mechanism**: How to efficiently recall relevant context 4. **Memory consolidation**: How to compress and summarize old memories 5. **Priority system**: How to rank memory importance Provide the design as a structured specification with example data schemas and pseudocode for the key operations.