Build a RAG Chatbot in n8n — Easiest Way to Embed AI on Your Website!

📌 Join the free Zero2Launch community for templates, resources & support: 👉 https://www.skool.com/zero2launch-ai-automation-5951/about?ref=c8eae5fb6f3547e4b5a4b86c5bca33a3 In this tutorial, you’ll learn how to build a production-ready RAG chatbot — one that can answer user questions based on your own documentation using: ✅ n8n for no-code automation workflows ✅ OpenAI for embeddings + natural language responses ✅ Pinecone for storing and retrieving vector data ✅ HTML widget integration to embed your chatbot on any website 💬 Your chatbot will: • Understand user questions • Search your documentation for relevant answers • Reply in plain, human-like language — 24/7, live on your site Perfect for: 🔹 AI-powered support bots 🔹 Internal knowledge assistants 🔹 FAQ automation 🔹 Product onboarding bots You’ll also learn: • How RAG (Retrieval-Augmented Generation) works • How to chunk and embed documents • How to connect it all in n8n • How to launch your own embedded chatbot on any webpage 🧠 Get more tutorials, templates & help from real builders in Zero2Launch 👉 https://www.skool.com/zero2launch-ai-automation-5951/about?ref=c8eae5fb6f3547e4b5a4b86c5bca33a3 🛠️ Tools Used in This Video: • n8n: https://n8n.io • Pinecone: https://www.pinecone.io • OpenAI: https://platform.openai.com • Chatbot Embed CDN: https://www.skool.com/zero2launch-ai-automation-5951/new-video-just-dropped-rag-chatbot-in-production-2?p=b46cea23 • HTML Template Snippet: https://www.skool.com/zero2launch-ai-automation-5951/new-video-just-dropped-rag-chatbot-in-production-2?p=b46cea23 📺 More n8n + AI videos you’ll love: - Update n8n in 1 Command (VPS & Docker Desktop): https://youtu.be/PttHVOnApFs - One Command to Host n8n on VPS: https://youtu.be/Re5Wr1ro_po - Free Production Setup with Docker + Ngrok: https://youtu.be/RvAD2__YYjg - 🔥100% FREE LLM Setup in n8n: https://youtu.be/5vX_YwME8TM - n8n + Firecrawl MCP: https://youtu.be/Ejd11WE6qaw - Zero-Cost n8n + MCP with Docker: https://youtu.be/1QR-fz-JCA4 #RAG #AIChatbot #OpenAI #Pinecone #VectorSearch #LLM #ChatbotTutorial #ChatbotFromDocs #Chatwithpdf #Chatwithdocument #n8n #Ngrok #Docker #AIAutomation #NoCode #n8nTutorial #AutomationTools #Zero2Launch #NoCodeAI #Llama #AIagents #DockerNetworking #automation #aiagents #docker #nocodeautomation #zero2launch #n8nDeploy #n8ndocker #n8noneclick 📣 Subscribe for more tutorials on AI agents, self-hosted tools, and workflow automation. 👍 Like if this saved you hours (because it will!) 💬 Drop your questions in the comments — happy to help! Awesome music by Marcus Neely. https://soundcloud.com/musicbymarcus