Build Agentic AI solutions on AWS, using latest OSS Agentic Frameworks.

HaluMem is the first operation level hallucination evaluation benchmark tailored to agent memory systems.

✨ 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.

TeleMem is a high-performance multi-character memory system fully compatible with Mem0, featuring semantic deduplication, long-term dialogue memory, and multimodal video reasoning.

ChatGPT clone with mem0, aisdk, openai and mongodb.

Agent Memory Playground: AI Agent Memory Design & Optimization Techniques

A scalable AI chatbot platform built with FastAPI and LangGraph, featuring multi-agent orchestration, multi-tenant vector storage, cross-chat memory, and voice call capabilities through LiveKit integration.

A comprehensive toolkit for building advanced, AI-driven conversational voice agents with a focus on Retrieval-Augmented Generation (RAG). This repository provides a flexible and powerful platform for creating intelligent voice assistants that can interact with users in real-time and provide context-aware responses based on a knowledge base of your

🧠 Production-ready MCP server providing intelligent memory for Claude Code with async architecture, Neo4j knowledge graphs, smart chunking & enterprise security. One-command Docker deployment.

Mem0Chat is an application showcasing an LLM-powered chat with a model-agnostic persistent memory layer powered by mem0. It enables context-aware conversations, using mem0's memory management to retain and utilize key memories across sessions/chats for a personalized, efficient user experience.

Bizy is the first rules and logic layer that machines, engineers and business stakeholders can directly configure and understand.

Example scripts for Nvidia AgentIQ for configuring Mem0 for personalized memory with locally hosted AI servers for development purposes.

Official Node.js SDK for RecallrAI - Revolutionary contextual memory system that enables AI assistants to form meaningful connections between conversations, just like human memory."

Ultimate memory layer for local LLM's ~ mitigate limitations of Context Window.

MemoryVault-LLM - This Streamlit application functions as an AI-powered chatbot, utilizing OpenAI's GPT-4o model with a memory retention feature

🧠 Synapse - Supercharge your AI coding assistants with memory, context, MCP tools, and intelligent routing. Works with Cline, Roo, Cursor, and any OpenAI-compatible tool. Just change the API endpoint and get superpowers! ✨

RegRadar watches the worlds regulators so you dont have to.

AI-powered DevOps assistant that generates production-grade Dockerfiles, CI/CD workflows, environment files, and deployment instructions from any GitHub repository.

Official Python SDK for RecallrAI – a revolutionary contextual memory system that enables AI assistants to form meaningful connections between conversations, just like human memory.

A powerful Dify plugin integrating Mem0 AI for intelligent, long-term memory management. Features local-only execution, asynchronous operations, and a comprehensive toolset for adding, searching, and managing user memories with advanced filtering and metadata support.