From Zero to RAG Agent: Full Beginner's Course (no code)
Nate Herk | AI Automation
@nateherkAbout
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!
Latest Posts
Video Description
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 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 Ready to build your first AI agent with real knowledge of your own data? In this step-by-step tutorial, I’ll show you how to go from zero to building your very first RAG (Retrieval-Augmented Generation) agent in just 20 minutes—using n8n and a Supabase vector database. This is designed for complete beginners. No coding required. You’ll learn what RAG is, how vector databases work, and how to connect it all into a working system that can answer questions based on your documents. If you’ve been curious about AI agents but didn’t know where to start, this is the perfect place to begin. Sponsorship Inquiries: 📧 [email protected] WATCH NEXT: https://youtu.be/Ik8OHT3w4pE?si=58-J3hJecjpZ80if TIMESTAMPS 00:00 What is RAG? 01:07 What is a Vector Database? 01:59 RAG Pipeline 03:16 RAG Agent 04:40 Today’s Example 05:10 Data Sources & Agent Triggers 06:22 Build Starts 09:06 Supabase Credential Setup 12:36 OpenAI API Credential Setup 14:20 RAG Agent Build 15:57 Testing RAG Agent 16:42 Reading Agent Logs 17:20 Setting up Memory 21:15 Want to Master n8n? Gear I Used: Camera: Razer Kiyo Pro Microphone: Blue Yeti USB
Essential AI Learning Setup
AI-recommended products based on this video

10.1 Inch Touch Portable Monitor IPS Screen 1366x768P 60Hz 400 Brightness 99% sRGB HDMI USB-C Monitors Switch for Xbox PS3/4/5 Laptop Compatible with Raspberry Pi, Mini Touch Screen

ELECROW 8 Inch Portable Monitor, 1280x800 Mini HD Display with Built-in Speakers, USB Powered, Non-Touch LCD Screen for Raspberry Pi, PC, Laptop, Jetson Nano, Game Consoles

7 Inch Portable Monitor Touchscreen HD 1024x600 LED Display Dual HDMI Port Small Monitor for PC Raspberry Pi Laptop Computer Xbox PS4/5 Switch Built-in Speakers

BrosTrend 1800Mbps WiFi 6 Linux WiFi Adapter for PC and Raspberry Pi 2+, Long Range USB WiFi Dongle Linux for Ubuntu, Mint, Debian, Kubuntu, Lubuntu, Zorin, Windows 11/10, Dual Band Wireless Antenna

Microcontroller Board for Pico RP2040, Dual Core ARM Cortex M0+Processor Flexible Microcontroller Module (Transparent White)

Microcontroller Board for Pico RP2040, Dual Core ARM Cortex M0+Processor Flexible Microcontroller Module (Black)

RasPi Pico Boot, ARM Cortex M0+ Cores, 256kb RAM, 30 GPIO Pins, 16MB QSPI Flash, 512GB SD2SP2 Pro Micro Storage, for Game Console, with Swiss Adapter

PRISMXR PC-VR Streaming Air Link Compatible with Meta Quest 3S/3/2 AX3000 WiFi6 Router, Quest Pro and Pico 4/Ultra, Replace Oculus Link Cable, Wireless Stable and Fast (Puppis S1)

Gigastone 32GB 5-Pack Micro SD Card, Camera Plus, Nintendo-Switch Compatible, High Speed 90MB/s, 4K Video Recording, Micro SDHC UHS-I A1 Class 10

Firewall Mini PC Octa-core i3-N305, 32GB DDR5 RAM 512GB SSD, 4 x 2.5GbE i226V LAN Fanless Computer Hardware, Micro Router Appliance, AES-NI, TF Card Slot, Dual 4K Display HDMI 2.1 + DP 1.4

Inland 32GB Class 10 SDHC Flash Memory Card Standard Full Size SD Card USH-I U1 Trail Camera by Micro Center (2 Pack)

Dell P2725H 27" Full HD 1920 x 1080 Monitor - 1 Year Warranty, Computer Monitor Screen Bundle with Power Cable + USB 3.0 Upstream Cable + Display Port Cable + HDMI Cable + Microfiber Cloth Included

Dell P2425H Computer Monitor Screen 24" 16:9 IPS Display 100Hz w/Stand - 1 Year Warranty, Full HD, 1920 x 1080 with Power Cord + DisplayPort Cable + HDMI Cable + USB 3.0 Cable + Microfiber Cloth

Acer PM161Q Bbmiuux 15.6" Full HD (1920 x 1080) Widescreen Portable IPS Display | AMD FreeSync Technology | 4ms (G to G) | 2 Speakers | USB Type-C Cable and Mini HDMI Cable

Acer EDA270U Pbmiipx 27" WQHD (2560 x 1440) 1500R Curved Widescreen Gaming Display | AMD FreeSync Premium | 1ms (VRB) | up to 170Hz Refresh | HDR 10 | 2 Speakers | Display Port and HDMI Cable Incl.

TP-Link USB Bluetooth Adapter for PC, 4.0 Bluetooth Dongle Receiver (UB400) - Support Windows 11/10/8.1/8/7/XP for Desktop, Laptop, Mouse, Keyboard, Printers, Headsets, Speakers, PS4/ Xbox Controllers

Gaming Keyboard, 104 Keys All-Metal Panel, Dacoity Rainbow LED Backlit Quiet Computer Keyboard, Wrist Rest, Multimedia Keys, Anti-ghosting Keys, Waterproof Light Up USB Wired Keyboard for PC Mac Xbox ClimatePartner certified

HP 17.3" FHD Laptop, AMD Ryzen 5 5500U, 16GB RAM, 1TB SSD, AMD Radeon Graphics, Numeric Keyboard, 720p HD Webcam, WiFi, Windows 11 Pro, Silver, 32GB Hotface USB Card

Monster N-Lite 211 Wireless Earbuds, Bluetooth 6.0 Stereo Headphones with Noise-Cancelling Mic and LED Display, Built-in Mic for Clear Calls, Waterproof Design for Sports

Monster N-Lite 211 Wireless Earbuds, Bluetooth 6.0 Stereo Headphones with Powerful Bass, Built-in Noise-Cancelling Mic for Clear Calls, LED Display, 36H Playtime, IPX5 Waterproof Design for Sports

GOOFCXO 4 Step Folding Ladder Chair, 3-in-1 Wood Ladder Stool, Multi-Functional Portable Step Stool Display Stand for Home Kitchen Office Library, 265lbs Load Capacity, 34.3" H x 13.4" L x 15.2" W

ybaymy 4 Tier Folding Ladder Chair, 3-in-1 Wood Step Ladder 265 lbs Capacity Display Ladder, Multi-Functional Step Stool, Folding Step Ladder for Home Office Kitchen13.78''(L) x18.11''(W) x35.43''(H)























