MemoryOS is a memory operating system designed for personalized AI agents, drawing inspiration from OS memory management principles. It implements a hierarchical storage architecture with four core modules: Storage, Updating, Retrieval, and Generation. The system enables more coherent, personalized, and context-aware interactions by managing long-term memory for language models, and supports retrieval-augmented generation for improved agent performance.