Automate Webpage Content Extraction with AI Agent

This workflow uses an AI agent to scrape and process webpage content, converting it into a simplified Markdown format. It supports error handling and content length management for efficient data extraction.

n8n

This workflow demonstrates a proof of concept for using a ReAct AI Agent in n8n to fetch and process webpage content. The process involves converting query parameters into JSON, making an HTTP request to retrieve the page, and then post-processing the HTML content. The HTML is stripped of unnecessary tags and converted to Markdown, ensuring a concise output. The workflow handles errors gracefully and enforces a maximum content length to optimize performance.

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Last updated October 3, 2026
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How to import this workflow into n8n

  1. 1Purchase or download the workflow to get the n8n workflow JSON file.
  2. 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
  3. 3Open each node marked with a credential warning and connect your own accounts and API keys.
  4. 4Run the workflow once manually to verify the data flow, then toggle it to Active.

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