A minimalist MVP demonstrating a simple yet profound insight: aligning AI memory with human episodic memory granularity. Shows how this single principle enables simple methods to rival complex memory frameworks for conversational tasks.
HaluMem is the first operation level hallucination evaluation benchmark tailored to agent memory systems.
Production-ready AI infrastructure: RAG with smart reindexing, persistent memory, browser automation, and MCP integration. Stop rebuilding tools for every AI project.
MemP: Exploring Agent Procedural Memory
Shareable OpenClaw configuration: memory system, skills, and agent instructions
Persistent filesystem-based memory system for Claude Code. Pure MIF Level 3 compliant memory storage with YAML frontmatter, bi-temporal tracking, and proactive hooks. No dependencies - just markdown files and git.
Get started integration Llama Index into your swarms application now!
A-MEM Agentic Memory System - MCP Server for IDE Integration (Cursor, VSCode) | Dual-Storage: ChromaDB + NetworkX DiGraph with explicit typed edges | Based on Zettelkasten
Hybrid memory and harmonic pattern engine with RAM buffer, SQLite storage, pattern compression, predictive engine, waveform visualization, authorship verification, encrypted cache - by Adam Lee Hatchett
LLM quant agent with persistent graph memory (Vector DB + Knowledge Graph). Uses LSTM encoder for pattern similarity and Neo4j for causal attribution.
🧠 Personal Memory Lighthouse - MCP-powered knowledge management system for Claude Desktop
Entropic Associative Memory (EAM) Framework
Personal AI assistant with persistent memory, multi-platform support (Discord, API, Web), tool calling, and proactive monitoring. Features auto model tier selection, organic group chat responses, and integrations with GitHub & Azure DevOps.
Standalone intelligent memory system with knowledge graphs, pattern learning, and 4-layer architecture. 100% local, zero external APIs.
A second brain that lets you store, search, and reflect on your thoughts using semantic embeddings. Built with FastAPI, ChromaDB, and Streamlit — EchoMind turns your scattered ideas into searchable memories.
TeraCognix: AI assistant with visual memory, Titans-inspired surprise scoring, and secure sandbox execution
Ein zynischer, aber extrem kompetenter AI-Agent für Coding und Server-Administration mit Langzeitgedächtnis und Achievement-System
Brain-inspired multimodal memory system with cross-modal semantic search. Store and search text, images, audio, and video using CLIP and Whisper embeddings. Features memory decay, reinforcement, and consolidation.
Contextual Memory Intelligence for AI Systems - Persistent memory, cognitive tools, and adaptive reasoning capabilities for LLMs Experimental memory system for LLMs (see MemMimic for optimized version)
🧠 Enhance LLM agents with an agentic memory system, featuring automatic note construction, dynamic memory updates, and intelligent semantic retrieval.
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