AI Agent Memory Layer
3.5k 2026-04-28
MemMachine/MemMachine
An open-source, universal memory layer for AI agents, enabling persistent state management, learning, and recall across sessions for LLM-powered applications.
Core Features
Multiple Memory Types (Episodic, Profile, Working)
Persistent Memory for AI Agents
Developer-Friendly APIs & SDKs
Flexible Storage (Graph DB & SQL)
LLM Agnostic & Extensive Integrations
Quick Start
pip install memmachine-clientDetailed Introduction
MemMachine is an open-source, long-term memory layer designed for AI agents and LLM-powered applications. It addresses the critical challenge of statelessness in AI systems by providing robust mechanisms for agents to learn, store, and recall information from past interactions. This transforms basic chatbots into personalized, context-aware assistants capable of maintaining conversational context, user profiles, and operational state across sessions and even model changes, significantly streamlining the development of next-generation autonomous systems.