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

📌 Join the free Zero2Launch community for templates, resources & support:
👉 www.skool.com/zero2launch-ai-automation-5951/about…

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
👉 www.skool.com/zero2launch-ai-automation-5951/about…

🛠️ Tools Used in This Video:
• n8n: n8n.io/
• Pinecone: www.pinecone.io/
• OpenAI: platform.openai.com/
• Chatbot Embed CDN: www.skool.com/zero2launch-ai-automation-5951/new-v…
• HTML Template Snippet: www.skool.com/zero2launch-ai-automation-5951/new-v…

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#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.
soundcloud.com/musicbymarcus

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