How To Create a Website RAG Agent with Webscraping (beginner no code)

Uploaded: 2025-09-16
[“This video teaches viewers how to create a retrieval-augmented generation (RAG) agent for their website, focusing on scraping information from web pages to enhance the responses generated by an AI model.”,”It includes a demo, an overview of RAG concepts, step-by-step instructions for setting up the scraping process, storing the data in a database, and eventually embedding the chat agent into a website.”]

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Main ideas of the video:

  • Introduction and demo of creating a RAG agent for a website using scraping and integration with an LLM.
  • Explanation of RAG (Retrieve, Augment, Generate) framework and its importance in improving AI responses by accessing external data.
  • Step-by-step process to scrape website data, store in Superbase, and transform it into markdown format.
  • Setting up a self-hosted environment using N8N and the required tools including Firecrawl for advanced website scraping.
  • Demonstrating the embedding process of the RAG agent into a website and highlighting customization options.

Quotes:

Don’t settle for hallucinations when RAG can give you accuracy!

From HTML gibberish to LLM-ready markdown magic.

Scrape smarter, not harder!

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Upload date:2025-09-16
Likes:42
Comments:8
Fan Rate:0.95%
Statistics updated:2025-10-15

Specification: How To Create a Website RAG Agent with Webscraping (beginner no code)

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How To Create a Website RAG Agent with Webscraping (beginner no code)
How To Create a Website RAG Agent with Webscraping (beginner no code)