--- title: ScrapeGraphAI: A Web Scraping Python Library that Uses... description: ScrapeGraphAI is an advanced web scraping library that simplifies data collection using large language models (LLMs) and a unique direct graph logic. It... canonical: https://daily.dev/posts/scrapegraphai-a-web-scraping-python-library-that-uses-llms-to-create-scraping-pipelines-for-website-odweaorrw twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: ScrapeGraphAI: A Web Scraping Python Library that Uses LLMs to Create Scraping Pipelines for Websites, Documents, and XML Files | daily.dev og:description: ScrapeGraphAI is an advanced web scraping library that simplifies data collection using large language models (LLMs) and a unique direct graph logic. It... og:url: https://daily.dev/posts/scrapegraphai-a-web-scraping-python-library-that-uses-llms-to-create-scraping-pipelines-for-website-odweaorrw og:image: https://api.daily.dev/og/posts/odWEAoRrw.png og:image:alt: ScrapeGraphAI: A Web Scraping Python Library that Uses LLMs to Create Scraping Pipelines for Websites, Documents, and XML Files og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # ScrapeGraphAI: A Web Scraping Python Library that Uses LLMs to Create Scraping Pipelines for Websites, Documents, and XML Files **[Machine Learning News](https://daily.dev/sources/mlnews)** · 3 min read · 45 upvotes · 3 comments ## Summary ScrapeGraphAI is an advanced web scraping library that simplifies data collection using large language models (LLMs) and a unique direct graph logic. It minimizes the time and technical skills required for web scraping projects, allowing users to focus more on analyzing the extracted data. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Community discussion Top comments from developers on daily.dev. **@wakeupmh** · 0 upvotes > wow **@deger\_tracer** · 0 upvotes > good **@romanignatov** · 0 upvotes > how fast is it? How expensive for token usage? (cost per 1K pages) --- Tags: [#crawling](https://daily.dev/tags/crawling), [#llm](https://daily.dev/tags/llm), [#python](https://daily.dev/tags/python) [View this post on daily.dev](https://daily.dev/posts/scrapegraphai-a-web-scraping-python-library-that-uses-llms-to-create-scraping-pipelines-for-website-odweaorrw) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"ScrapeGraphAI: A Web Scraping Python Library that Uses LLMs to Create Scraping Pipelines for Websites, Documents, and XML Files","url":"https://daily.dev/posts/scrapegraphai-a-web-scraping-python-library-that-uses-llms-to-create-scraping-pipelines-for-website-odweaorrw","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/scrapegraphai-a-web-scraping-python-library-that-uses-llms-to-create-scraping-pipelines-for-website-odweaorrw"},"datePublished":"2024-05-01T01:57:40.173Z","dateModified":"2024-05-24T02:14:03.883Z","description":"ScrapeGraphAI is an advanced web scraping library that simplifies data collection using large language models (LLMs) and a unique direct graph logic. 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How expensive for token usage? (cost per 1K pages)","datePublished":"2026-09-05T09:32:53.859Z","url":"https://daily.dev/posts/odWEAoRrw#c-mG4jZbxIw","author":{"@type":"Person","name":"Roman Ignatov","url":"https://daily.dev/romanignatov","image":"https://lh3.googleusercontent.com/a/ACg8ocIMEQ4Ns4-pPTXDHsdOC3U3rC7bSaW8x7lHw0-LlQHfUTlOFAoB=s96-c"}}]} ```