Step-by-Step Tutorial: Create a RAG Chatbot with n8n AI Agents in MINUTES

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.

📑 Useful Links:
n8n Cloud: https://n8n.partnerlinks.io/f7f19w3vrhin

🌐 Website: https://pohuliailo.com

💼 Work with me (Upwork): https://www.upwork.com/freelancers/~01c6b7d9f2eaad2563

📧 Contact: pavel.pogulailo@gmail.com

🚀 Need a custom AI chatbot, RAG system, or automation?
I help businesses build AI-powered solutions using n8n, OpenAI, and modern web technologies.

🕒 TIMESTAMPS:
00:00 - Intro to RAG AI Chatbot
01:15 - Workflow Overview
01:39 - RAG Chatbot Architecture (Diagram)
04:05 - Embeddings Explanation
06:56 - Building RAG Chatbot Workflow
08:06 - Creating OpenAI API Key
09:23 - Creating Pinecone API Key
10:05 - Creating Pinecone Index
12:40 - Google Drive Trigger Workflow
15:22 - Uploading Data to Vector Store
15:55 - RAG Chatbot Test Conversation
16:32 - Website Embed

Видео Step-by-Step Tutorial: Create a RAG Chatbot with n8n AI Agents in MINUTES канала Pavlo Pohuliailo