Scrapegraph

ScrapeGraphAI is the open-source Python library that uses Large Language Models (LLMs) and graph logic to automate web scraping with natural language prompts.

ScrapeGraphAI (ScrapeGraph is a core module) transforms data extraction: it leverages Large Language Models and direct graph logic to build dynamic, resilient scraping pipelines. Forget brittle HTML selectors; you simply provide a natural language prompt and a source URL, letting the AI handle the heavy lifting. The library offers specialized tools—like the SmartScraperGraph—to extract structured data from websites or local documents (XML, JSON, Markdown) and deliver clean output in formats like JSON or CSV. This intelligent, agentic approach minimizes maintenance, drastically cutting time spent on traditional scraping setup.

https://scrapegraphai.com/