Universal memory layer for AI Agents
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Updated
Dec 29, 2025 - Python
Universal memory layer for AI Agents
Build memory-native AI agents with Memory OS — an open-source framework for long-term memory, retrieval, and adaptive learning in large language models. Agent Memory | Memory System | Memory Management | Memory MCP | MCP System | LLM Memory | Agents Memory System |
User Profile-Based Long-Term Memory for AI Chatbot Applications.
Unofficial implementation of Titans, SOTA memory for transformers, in Pytorch
[EMNLP 2025 Oral] MemoryOS is designed to provide a memory operating system for personalized AI agents.
Official implementation of our NeurIPS 2023 paper "Augmenting Language Models with Long-Term Memory".
LightMem: Lightweight and Efficient Memory-Augmented Generation
This is the public release of MIRA OS. Discrete memories decay through momentum loss, tools auto-configure when dropped into tools/ folder, and the system prompt composes from modular trinkets. I would like to think I've made an elegant brain-in-box. You load it and send cURL requests - it talks back, learns, and uses tools. Contributions welcome.
A completely private, locally-operated Ai Assistant/Chatbot/Sub-Agent Framework with realistic Long Term Memory and thought formation using Open Source LLMs. Qdrant is used for the Vector DB.
TeleMem is a drop-in replacement for Mem0, featuring semantic deduplication, long-term dialogue memory, and multimodal video reasoning.
PowerMem: Your AI-Powered Long-Term Memory — Accurate, Agile, Affordable.
HaluMem is the first operation level hallucination evaluation benchmark tailored to agent memory systems.
MyShelf is an experiment to create a GenAI utility to track reminders, memories, random adhoc information, shopping lists, and more.
The ChatGPT Long Term Memory package is a powerful tool designed to empower your projects with the ability to handle a large number of simultaneous users and external sources.
A smart AI voice assistant with multi-language support and long-term memory. Currently best for Swedish and English. Compatible with Windows and Raspberry Pi. The assistant can use various functions and tools to answer questions (Google, Wolfram Alpha, etc.). Based on OpenAI's GPT-models, Google STT and TTS, and ElevenLabs TTS.
Let your memories live forever by passing your knowledge to the next generation with SelfMemory.
一个轻量级、可回滚、可视化的 **AI 外挂记忆库**。让你的 AI 拥有持久的、结构化的记忆,不再是只有7秒记忆的金鱼。
Official Python SDK for SwastikAI
Example code for a basic Long Term Memory Chatbot using Qdrant and a conversation history list.
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