There are 2 repositories under llm-memory topic.
Mirix is a multi-agent personal assistant designed to track on-screen activities and answer user questions intelligently. By capturing real-time visual data and consolidating it into structured memories, Mirix transforms raw inputs into a rich knowledge base that adapts to your digital experiences.
Profile-Based Long-Term Memory for AI Applications. Memobase handles user profiles, memory events, and evolving context — perfect for chatbots, companions, tutors, customer service bots, and all chat-based agents.
✨ mem0 MCP Server: A memory system using mem0 for AI applications with model context protocl (MCP) integration. Enables long-term memory for AI agents as a drop-in MCP server.
[COLM 2025] Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale
Reproducible Structured Memory for LLMs
Reliable and Efficient Semantic Prompt Caching with vCache
A MCP (Model Context Protocol) server providing long-term memory for LLMs
Official Python SDK for SwastikAI
A simple MCP server that stores and retrieves memories from multiple LLMs
The CMR system is a sophisticated memory-enhanced language model architecture that enables contextual memory reweaving for improved performance on long-context tasks.
Knowledge Graph Memory, Part of the Vital A.I. Agent Ecosystem
Carry your brain and consciousness across AI agents like ChatGPT and Claude. The first AI persona sync engine.
Borg Internet Operation System - A peer 2 peer autonomous network operating system for distributed cloud compute
The Memory of your Agent
Functional memory for GPT-3.5-turbo-instruct with embeddings based on the MemoryBank whitepaper.
RAG | User Specific Persistent LLM Memory | Prompt Engineering | LangChain | Chroma DB | OpenAI API
A collection of intelligent AI agents built using Ollama, LangChain, and local LLMs — including chatbots, voice assistants, web scrapers, document readers, and custom tools. No APIs required. Fully offline.
A MCP (Model Context Protocol) server providing long-term memory for LLMs
Chatbot using langchain with ollama chat and mattermost
Simple AI-agent Conversation Orchestrator
A framework for utilising LLM with a semantic memory layer
A Langchain integration for the Linkup API
Open Source Database for Your AI Chat Threads — ⚡ Fast & Purpose-Built.
Demo to show how to use memory storage with LangChain4J and Spring Data
Efficient Long Short Term Memory for LLMs
A long-short-term memory system for AI agents. This project provides a structured way for LLM agents to store, retrieve, and evolve knowledge over time. Inspired by how humans retain and contextualize memories.
A bilingual AI-powered math tutor that helps high school students solve algebra problems step-by-step in English and Bangla. Built with Streamlit and LangChain, it dynamically guides learners through each math step, checks understanding, and adapts explanations accordingly.
MCP server for long term agent memory with Mem0. Also useful as a template to get you started building your own MCP server with Python!