ScrapeGraphAI
An open platform that uses LLMs and graph-based pipelines to perform intelligent web scraping, adapting to site changes automatically.
Web ScrapingLLM ScraperGraph PipelinesData ExtractionAI Research ToolAutomated Scraping
ScrapeGraphAI Introduction
ScrapeGraphAI is an innovative web scraping framework that combines large language models with graph-based pipeline logic to extract data from websites more intelligently. Unlike brittle traditional scrapers that break when page layouts change, ScrapeGraphAI understands the content semantically, so your data extraction remains reliable over time. You simply describe the information you need, and the tool figures out how to navigate and extract it. It’s a powerful solution for developers, data scientists, and researchers who need robust, low-maintenance web data collection without writing extensive custom code.
Key Features
- Builds graph-based scraping pipelines that adapt when website structures change
- Uses large language models to understand page content and extract relevant data semantically
- Requires minimal configuration—just describe what data you need in natural language
- Handles pagination, infinite scroll, and login-protected pages
- Outputs structured data in JSON, CSV, or directly to databases
