Mem0 introduces typed memory categories to stop LLM agents from drowning in context

A new structured memory schema for LLM agents categorizes facts into user preferences, feedback, project state, and references, each with different decay and retrieval rules. Mem0's metadata filtering enables this without modifying internals. The approach prevents stale data from polluting context windows.