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Full courses + unlimited support: https://www.skool.com/ai-automation-s... All my FREE resources: https://www.skool.com/ai-automation-s... Work with me: https://uppitai.com/ My Tools💻 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:    • I Built the ULTIMATE n8n RAG AI Agent Temp...   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: 📧 sponsorships@nateherk.com WATCH NEXT:    • Build this Multi AI Agent System for Resea...   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