AI-powered Web Scraping Library
23.2k 2026-04-07
ScrapeGraphAI/Scrapegraph-ai
A Python library that leverages LLMs and graph logic to simplify web scraping and data extraction from various sources.
Core Features
AI-powered data extraction using LLM and graph logic
Supports scraping from websites and local documents (XML, HTML, JSON, Markdown)
Simple usage: just specify the information to extract
Seamless integrations with popular LLM frameworks (Langchain, Llama Index, Crew.ai)
Integrations with low-code platforms (Pipedream, Bubble, Zapier)
Quick Start
pip install scrapegraphaiDetailed Introduction
ScrapeGraphAI is an innovative Python library that redefines web scraping by integrating Large Language Models (LLMs) and direct graph logic. It empowers users to extract specific information from websites and local documents (like XML, HTML, JSON, Markdown) simply by describing what they need. This intelligent approach automates the creation of scraping pipelines, significantly simplifying complex data extraction tasks. With robust integrations across various LLM frameworks and low-code platforms, ScrapeGraphAI makes advanced, AI-driven data collection accessible and efficient for developers and businesses alike.