llm-memory
There are 37 repositories under llm-memory topic.
MemTensor/MemOS
MemOS (Preview) | Intelligence Begins with Memory
Mirix-AI/MIRIX
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.
memodb-io/memobase
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.
pinkpixel-dev/mem0-mcp
✨ 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.
bowen-upenn/PersonaMem
[COLM 2025] Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale
openscilab/memor
Reproducible Structured Memory for LLMs
vcache-project/vCache
Reliable and Efficient Semantic Prompt Caching with vCache
MemTensor/HaluMem
HaluMem is the first operation level hallucination evaluation benchmark tailored to memory systems.
TeleAI-UAGI/Awesome-Agent-Memory
Curated papers, systems, and benchmarks on memory for LLMs/MLLMs—long-term context, retrieval, and reasoning.
hpkv-io/memory-mcp-server
A MCP (Model Context Protocol) server providing long-term memory for LLMs
progressdb/ProgressDB
Open Source Database for Chat Threads — Fast & Purpose-Built.
SwastikAI/swastikai-python-sdk
Official Python SDK for SwastikAI
JamesANZ/memory-mcp
A simple MCP server that stores and retrieves memories from multiple LLMs
manujbawa/minime-mcp
Universal infinite memory layer for Developer AI assistants. One shared brain across Claude, Cursor, Windsurf & more. 100% local, built on MCP standard. Stop re-explaining context
kang-ml/LogicTree
[EMNLP 2025 Main] LogicTree: Structured Proof Exploration for Coherent and Rigorous Logical Reasoning with Large Language Models
montraydavis/ContextualMemoryReweaving
The CMR system is a sophisticated memory-enhanced language model architecture that enables contextual memory reweaving for improved performance on long-context tasks.
vital-ai/kgraphmemory
Knowledge Graph Memory, Part of the Vital A.I. Agent Ecosystem
bitmonky/BorgIOS
Borg Internet Operation System - A peer 2 peer autonomous network operating system for distributed cloud compute
ashutoshberlin/AtmaSync
Carry your brain and consciousness across AI agents like ChatGPT and Claude. The first AI persona sync engine.
foo290/neurotrace
The Memory of your Agent
hiibolt/monikaiv2
Functional memory for GPT-3.5-turbo-instruct with embeddings based on the MemoryBank whitepaper.
shivamr021/ollama-langchain-agents
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.
Sinhan88/memory-mcp-server
A MCP (Model Context Protocol) server providing long-term memory for LLMs
studiowebux/ollama-mattermost
Chatbot using langchain with ollama chat and mattermost
wanderli-ai/saico
Simple AI-agent Conversation Orchestrator
santosh-gs/llm-memory-recovery
RAG | User Specific Persistent LLM Memory | Prompt Engineering | LangChain | Chroma DB | OpenAI API
AbdulMomen2/langgraph-zero-to-advance
my complete learning journey of LangGraph, from beginner to advanced, where I explored how to build and orchestrate LLM-based agents, multi-agent systems, and intelligent chatbots capable of reasoning, tool use, and collaboration.
FalkorDB/langchain-falkordb
A Langchain integration for the Linkup API
hotjamwot/bartender_memory
A lightweight, always-on memory layer for AI chat frontends, enabling LLMs to remember, retrieve, and edit personal context across conversations — independent of any single frontend.
JohannesRabauer/langchain4j-spring-jpa-memory
Demo to show how to use memory storage with LangChain4J and Spring Data
jpgramajo/llm_db_memory
Efficient Long Short Term Memory for LLMs
jpgramajo/llm_deep_recall
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.
MDalamin5/bilingual-ai-math-tutor-SolveMate
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.
scorchinghot/Cloud-Persistent-Memory-On-Demand-Context-Fetch
A next-gen architecture for LLM memory handling.
yellnuts/mcp-mem0
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!