Store All Data Types with Agentic RAG in n8n

Nate Herk | AI Automation • March 8, 2025
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Nate Herk | AI Automation

@nateherk

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Hi 👋 I'm Nate Herk. I’m passionate about helping businesses unlock the power of AI Automations to save time, cut costs, and stay competitive. I believe that businesses that don’t adopt AI will struggle to keep up, and I’m here to make sure you’re ahead of the curve. Whether you’re new to AI or looking to refine your workflows, I’m here to guide you through it all. Let’s build a more efficient future together! Book a call on my website!

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Full courses + unlimited support: https://www.skool.com/ai-automation-society-plus/about All my FREE resources: https://www.skool.com/ai-automation-society/about Work with me: https://uppitai.com/ My Toolsđź’» 14 day FREE n8n trial: https://n8n.partnerlinks.io/22crlu8afq5r Code NATEHERK to Self-Host n8n for 10% off (annual plan): http://hostinger.com/nateherk 🤝 Cole's Video Showcasing this Template: https://youtu.be/mQt1hOjBH9o?si=baFiojdlIEMzC8YZ RAG is evolving—simple retrieval isn't always enough anymore. In this video, I break down Agentic RAG, why reasoning before querying a database is crucial, and how it leads to more intelligent AI systems. We’ve heard terms like KAG, Graph RAG, and Agentic RAG, but what do they actually mean? Sponsorship Inquiries: đź“§ [email protected] WATCH NEXT: https://youtu.be/u2Tuu02r7QI TIMESTAMPS 00:00 What is RAG? 01:10 RAG Data Pipeline 02:24 Vector DB RAG 03:56 Agentic RAG Visualization 05:18 Why Does Agentic RAG Matter? 08:46 Cole Medin’s RAG Template 10:47 Tabular Data Testing 14:08 Vector RAG Testing 17:05 Full Document Summaries Gear I Used: Camera: Razer Kiyo Pro Microphone: HyperX SoloCast

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