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In this video, I'll walk you through step by step how to build an AI-powered RAG (Retrieval-Augmented Generation) agent in n8n. What's special about this tutorial? Instead of uploading just one file to the vector database, I show you how to upload 14 files automatically—and the workflow can scale to hundreds! This is perfect for automating large document uploads into your vector database effortlessly.
🔥 Whether you're working with AI agents or just getting started with n8n automations, this tutorial will help you master the process of automating file uploads for any use case.
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WATCH NEXT:
https://youtu.be/JUx2ZfNfD64
TIMESTAMPS
00:00 What We're Building
01:05 Preparing Data
01:53 Building Vector Database Workflow
09:21 Building RAG AI Agent Workflow
12:12 The Final Product
Gear I Used:
Camera: Razer Kiyo Pro
Microphone: HyperX SoloCast
Background Music: https://www.youtube.com/watch?v=Q7HjxOAU5Kc&t=0s
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