ScrapeGraphAI is a Python web crawling library that uses Large Language Models (LLM) and direct graph logic to create scraping pipelines for websites, documents, and XML files. Users simply specify the information they wish to extract, and the library will automatically complete this task. The main advantage of this library is the simplification of the web data scraping process, improving the efficiency and accuracy of data extraction. It is suitable for data exploration and research purposes, but should not be used abusively.