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✨ Vision-Based AI Agent Scraper - with Google Sheets, ScrapingBee, and Gemini

by DatakiUpdated: Last update 10 months agoSource: n8n.io
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Getting Started

Important Notes:

Check Legal Regulations:

This workflow involves scraping, so ensure you comply with the legal regulations in your country before getting started. Better safe than sorry!

Workflow Description:

😮‍💨 Tired of struggling with XPath, CSS selectors, or DOM specificity when scraping ?

This AI-powered solution is here to simplify your workflow! With a vision-based AI Agent , you can extract data effortlessly without worrying about how the DOM is structured.

This workflow leverages a vision-based AI Agent , integrated with Google Sheets, ScrapingBee, and the Gemini-1.5-Pro model, to extract structured data from webpages. The AI Agent primarily uses screenshots for data extraction but switches to HTML scraping when necessary, ensuring high accuracy.

Key Features:

  • Google Sheets Integration : Manage URLs to scrape and store structured results.
  • ScrapingBee : Capture full-page screenshots and retrieve HTML data for fallback extraction.
  • AI-Powered Data Parsing : Use Gemini-1.5-Pro for vision-based scraping and a Structured Output Parser to format extracted data into JSON.
  • Token Efficiency : HTML is converted to Markdown to optimize processing costs.

This template is designed for e-commerce scraping but can be customized for various use cases.