MEMM Documentation
Explore the design, architecture, and scientific papers behind persistent AI memory.
Architecture and Operating Model
The operating model, storage design, and core architectural principles behind MEMM as a filesystem-first memory layer for AI agents.
LLM Wiki Pattern Implementation
A practical implementation guide for the LLM Wiki pattern in MEMM, covering ingestion, hybrid retrieval, and compounding knowledge workflows.
Files as Memory: A Filesystem-Native Architecture for Persistent AI Agent Context
A research paper describing MEMM's filesystem-native model for persistent AI memory, retrieval, governance, and MCP delivery.
AI Context OS Technical Whitepaper
A technical overview of the MEMM architecture, including the workspace model, scoring engine, and MCP integration layer.