Build a free MiniMax M2 AI Agent in n8n | Tool Calling + RAG Bot w/ Qdrant Integration

In this tutorial, we’ll show you **how to use the MiniMax M2 model in n8n via OpenRouter** to create a fully functional **AI Agent** that can chat, reason, and perform actions through **tool calling**! 🧠⚙️ You’ll learn step-by-step how to: ✅ Connect **n8n** with **OpenRouter** to access the free **MiniMax M2** model ✅ Build an **AI Chatbot Agent** that can use **function calling** (tool calling) ✅ Create a **Retrieval-Augmented Generation (RAG)** system that fetches real-time data from a **Qdrant vector database** ✅ Combine automation and AI for powerful real-world use cases By the end, you’ll have your own **intelligent RAG-powered chatbot** running inside **n8n** — ready to integrate with your workflows, apps, or websites. --- 🔍 **Keywords** n8n, OpenRouter, MiniMax M2, AI Agent, AI Chatbot, RAG Bot, Qdrant, Vector Database, AI Workflow Automation, AI Tools, Function Calling, Tool Calling, LLM Integration, Open Source AI, Build AI Assistant, Chatbot Tutorial, AI Automation 2025, AI Developer Tools --- 💡 **Watch till the end** to see the full setup and how to extend your AI Agent with more tools and APIs! 📚 Don’t forget to **like, subscribe, and comment** with what you’d like to see next — we love exploring new AI automation workflows!