Awesome AI Memory

Curated systems, benchmarks, and papers on memory for LLMs and MLLMs, covering long-term context, retrieval, and reasoning for agent memory research.

A survey of graph-based agent memory. A curated list of resources including surveys, papers, benchmarks, and open-source projects on graph-based agent memory.

MemOS is a Memory Operating System for LLMs and AI agents that unifies store, retrieve, and manage for long-term memory, with built-in KB, multi-modal, and tool memory support.

A multi-agent personal assistant that captures real-time on-screen activities and consolidates them into structured memories, building a knowledge base that adapts to your digital experiences.