llm-memory

There are 2 repositories under llm-memory topic.

MemTensor / MemOS
MemOS (Preview) | Intelligence Begins with Memory
agent kv-cache language-model llm llm-memory long-term-memory lora memcube memory memory-management memory-operating-system memory-retrieval memory-scheduling memos neo4j rag retrieval-augmented-generation tree
Language:Python 2916
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.
llm-agents llm-memory memory-agents personal-assistant
Language:Python 2541
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.
chatgpt llm-application memory rag retrieval user-memory ai-companion ai-memory long-term-memory llm-memory
Language:Python 2290
mem0-mcp
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.
agent assistant llm llm-memory mcp mcp-server mem0 mem0ai memory database memory-management model-context-protocol model-context-protocol-servers modelcontextprotocol persistent-memory storage
Language:JavaScript 81
bowen-upenn / PersonaMem
[COLM 2025] Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale
benchmark chatbot large-language-models llm-memory long-context persona personalization personalized-generation
Language:Python 73
memor
openscilab / memor
Reproducible Structured Memory for LLMs
ai chatbot chatgpt genai genai-chatbot incontextlearning llm llm-memory openai prompt prompt-engineering agents large-language-models memory memory-management
Language:Python 50
vcache-project / vCache
Reliable and Efficient Semantic Prompt Caching with vCache
chatbot consistency correctness gpt guarantees llama llm machine-learning memcache openai rag semantic-cache semantic-search similarity-search vector-database vector-search verified vllm cache llm-memory
Language:Python 48
hpkv-io / memory-mcp-server
A MCP (Model Context Protocol) server providing long-term memory for LLMs
cursor cursor-ai cursorai llm mcp mcp-server model-context-protocol claude llm-memory llms
13
SwastikAI / swastikai-python-sdk
Official Python SDK for SwastikAI
aiagent llm llm-memory memory-management long-term-memory short-term-memory agent chatbot chatgpt
Language:Python 11
JamesANZ / memory-mcp
A simple MCP server that stores and retrieves memories from multiple LLMs
llm-memory llms mcp-server
Language:TypeScript 4
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.
llm-memory machine-learning rag transformers
Language:Python 4
vital-ai / kgraphmemory
Knowledge Graph Memory, Part of the Vital A.I. Agent Ecosystem
knowledge-graph llm llm-memory
Language:Python 4
AtmaSync
ashutoshberlin / AtmaSync
Carry your brain and consciousness across AI agents like ChatGPT and Claude. The first AI persona sync engine.
ai-persona chatgpt-extension chrome-extension claude-extensions llm-memory privacy-by-design ai-sync user-portability
Language:JavaScript 2
bitmonky / BorgIOS
Borg Internet Operation System - A peer 2 peer autonomous network operating system for distributed cloud compute
ai ai-agent ai-p2p llm-memory borg-ai borgios
Language:JavaScript 2
foo290 / neurotrace
The Memory of your Agent
ai artificial-intelligence chatbot generative-ai graphdatabase langchain llm llm-inference llm-memory ml rag graph-da graph-retrieval knowledge-graph neo4 rag-pipeline retriv
Language:Python 2
hiibolt / monikaiv2
Functional memory for GPT-3.5-turbo-instruct with embeddings based on the MemoryBank whitepaper.
llm memory psychology llm-memory
Language:Rust 2
santosh-gs / llm-memory-recovery
RAG | User Specific Persistent LLM Memory | Prompt Engineering | LangChain | Chroma DB | OpenAI API
chromadb langchain llm-memory openai-api prompt-engineering retrieval-augmented-generation
Language:Python 1
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.
ai-agents chatbot faiss langchain langchain-agents llm-memory local-llm ollama open-source pdf-summarizer python streamlit voice-assistant web-scraper
Language:Python 1
Sinhan88 / memory-mcp-server
A MCP (Model Context Protocol) server providing long-term memory for LLMs
ai-memory claude claude-desktop cline-memory-bank knowledge llm-memory mcp-server mem0ai memory-server model-context-protocol-servers modelcontextprotocol semantic-search server vector-storage
1
studiowebux / ollama-mattermost
Chatbot using langchain with ollama chat and mattermost
api bot chatbot deno langchain llm llm-memory mattermost memory ollama restapi thread typescript websocket
Language:TypeScript 1
townie / llm_memory_calculator
llm llm-inference llm-memory llm-model
Language:JavaScript 1
wanderli-ai / saico
Simple AI-agent Conversation Orchestrator
ai-agent ai-agents chatbot-framework chatgpt context-management conversation-memory langchain-alternative llm-memory openai prompt-engineering summarization threaded-conversations token-aware virtual-assistant-ai
Language:JavaScript 1
Abhigyan126 / LLM-MEM
A framework for utilising LLM with a semantic memory layer
llm llm-memory memory similarity-search vector vector-database vector-search
Language:Python
FalkorDB / langchain-falkordb
A Langchain integration for the Linkup API
falkordb graphrag knowledge-graph langchain langchain-python llm-memory
Language:Python
ha-sante / ProgressDB
Open Source Database for Your AI Chat Threads — ⚡ Fast & Purpose-Built.
ai-database chat-database llm-memory chat-threads conversation-database database ai rag
Language:Go
JohannesRabauer / langchain4j-spring-jpa-memory
Demo to show how to use memory storage with LangChain4J and Spring Data
jpa langchain4j llm llm-memory spring-boot
Language:Java
jpgramajo / llm_db_memory
Efficient Long Short Term Memory for LLMs
llm llm-agents llm-memory python3 ai-agents database sqlite3
Language:Python
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.
agents llm llm-memory memory
Language:Python
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.
groq-integration langchain langsmith llm llm-inference problem-solver prompt-engineering streamlit llm-memory
Language:Python
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!
agent assistant database llm llm-memory mcp mcp-server mem0 mem0ai memory memory-management model-context-protocol-servers modelcontextprotocol persistent-memory
Language:Python

llm-memory

MemTensor / MemOS

Mirix-AI / MIRIX

memodb-io / memobase

pinkpixel-dev / mem0-mcp

bowen-upenn / PersonaMem

openscilab / memor

vcache-project / vCache

hpkv-io / memory-mcp-server

SwastikAI / swastikai-python-sdk

JamesANZ / memory-mcp

montraydavis / ContextualMemoryReweaving

vital-ai / kgraphmemory

ashutoshberlin / AtmaSync

bitmonky / BorgIOS

foo290 / neurotrace

hiibolt / monikaiv2

santosh-gs / llm-memory-recovery

shivamr021 / ollama-langchain-agents

Sinhan88 / memory-mcp-server

studiowebux / ollama-mattermost

townie / llm_memory_calculator

wanderli-ai / saico

Abhigyan126 / LLM-MEM

FalkorDB / langchain-falkordb

ha-sante / ProgressDB

JohannesRabauer / langchain4j-spring-jpa-memory

jpgramajo / llm_db_memory

jpgramajo / llm_deep_recall

MDalamin5 / bilingual-ai-math-tutor-SolveMate

yellnuts / mcp-mem0