Step-by-Step Tutorial: Create a RAG Chatbot with n8n AI Agents in MINUTES
Leon van Zyl
@leonvanzylAbout
Welcome to my YouTube channel! Here, you'll find step-by-step tutorials on building real-world solutions with AI. From AI agents and automation workflows to vibe coding and agentic coding, I cover it all - using both code and no-code tools like n8n, Claude Code, Codex, Cursor, and more. Whether you're a vibe coder building your first app with AI, or a developer integrating agents into your workflow, there's something here for you. I focus on practical, hands-on tutorials that you can follow along with and implement right away. New videos every week - thanks for stopping by, and I hope you enjoy the content! Let’s work together! - For brand, sponsorship, and business inquiries: [email protected]
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Video Description
🚀 Access ALL video resources & get personalized help in my community: https://www.skool.com/agentic-labs/about?ref=3fd61190e13d426dbf4f3b38adc7de69 In this n8n AI Agent tutorial you will learn how to create a RAG Chatbot that can answer questions from your own knowledge base. We will also embed the chatbot into a website using the n8n web embed script. 🙏 Support My Channel: Buy me a coffee ☕ : https://www.buymeacoffee.com/leonvanzyl PayPal Donation: https://www.paypal.com/ncp/payment/EKRQ8QSGV6CWW 📑 Useful Links: n8n Cloud: https://n8n.partnerlinks.io/f7f19w3vrhin n8n Tutorial Playlist: https://www.youtube.com/playlist?list=PL4HikwTaYE0GrWQOYuTL3YvHLMMwOjn7O 🕒 TIMESTAMPS: 00:00 - Intro to AI Agents 02:38 - Creating Data Upsert Workflow 03:19 - Google Drive Trigger 06:27 - Download File from Google Drive 07:11 - Adding Pinecone Vector Store 09:20 - Creating OpenAI API Key 10:45 - Adding Meta Data 12:53 - Creating an AI Agent (RAG Chatbot) 18:12 - Public URL 19:01 - Website Embed 21:05 - Changing Embed Styles
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