I've given my agents a BRAIN. Here's what's changed | LightRAG: Claude Code + OpenClaw
AI agent memory is broken. Claude Code forgets context, OpenClaw resets sessions at 4 AM, and in multi-agent systems, each agent is on its own. I tested all memory approaches—embedded memory, Obsidian, Mem0, GraphRAG—and found a solution: LightRAG. It's a knowledge graph—a second brain for AI agents that remembers everything: projects, decisions, and the connections between them. It works with Claude Code, OpenClaw, Cursor, and any agent via MCP. It's open-source and installs in 10 minutes.
🔒 Private Telegram channel: 👉 https://t.me/tribute/app?startapp=sr3L
Video instructions, configs, prompts, templates, and a closed community. Bonus videos, walkthroughs, and all the materials from my videos—all in one place.
💼 Sign up for a consultation: 👉 https://t.me/ak_devs_bot
🤖 Follow TG/Max:
https://t.me/+H2GcclElvHE4MDRi
https://max.ru/id352525377547_biz
Updates, features, and even more content are available.
🔗 Polza.ai (neural network provider): 👉 https://polza.ai/?referral=avtcLSgm7j
📹 See others Video:
• Этот ИИ-агент СЛОМАЛ мне мозг. OpenClaw от...
• Этот n8n MCP просто БЕЗУМИЕ... Пусть ИИ са...
• Создал AI КОНТЕНТ-ЗАВОД для Telegram: N8N ...
• Создал ИИ продавца, который знает АССОРТИМ...
In this video: why built-in memory doesn't work, a comparison of 5 memory tools, a live demo of LightRAG on real projects, a full server installation, pitfalls, and a strategy for loading data into a knowledge graph. RAG, embedding, and a knowledge graph database—we'll break it all down in simple terms.
⏱ Timestamps:
0:00 — Introduction
0:33 — Why don't agents remember anything?
3:12 — Memory Options
5:33 — How LightRAG Works
10:29 — Testing It
17:23 — Installation in 10 Minutes
21:46 — Troubleshooting and Loading Strategy
#ai #aiagents #memory #lightrag #knowledgegraph #claudecode #openclaw #chatgpt #openai #mcp #ai #neuralnetworks #automation