[{"data":1,"prerenderedAt":4},["ShallowReactive",2],{"readme:scrapegraph-ai":3},"\u003Ch2>🚀 \u003Cstrong>Looking for an even faster and simpler way to scrape at scale (only 5 lines of code)?\u003C\u002Fstrong> Check out our enhanced version at \u003Ca href=\"https:\u002F\u002Fscrapegraphai.com\u002F?utm_source=github&utm_medium=readme&utm_campaign=oss_cta&ut#m_content=top_banner\" rel=\"nofollow ugc noopener\">\u003Cstrong>ScrapeGraphAI.com\u003C\u002Fstrong>\u003C\u002Fa>! 🚀\u003C\u002Fh2>\n\u003Chr \u002F>\n\u003Ch1>🕷️ ScrapeGraphAI: You Only Scrape Once\u003C\u002Fh1>\n\u003Cp align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Fscrapegraphai.com\" rel=\"nofollow ugc noopener\">\n    \u003Cimg src=\"https:\u002F\u002Fraw.githubusercontent.com\u002FScrapeGraphAI\u002Fscrapegraph-ai\u002FHEAD\u002Fmedia\u002Fbanner.png\" alt=\"ScrapeGraphAI\" \u002F>\n  \u003C\u002Fa>\n\u003C\u002Fp>\u003Cp>\u003Ca href=\"https:\u002F\u002Fgithub.com\u002FScrapeGraphAI\u002Fscrapegraph-ai\u002Fblob\u002FHEAD\u002FREADME.md\" rel=\"nofollow ugc noopener\">English\u003C\u002Fa> | \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FScrapeGraphAI\u002Fscrapegraph-ai\u002Fblob\u002FHEAD\u002Fdocs\u002Fchinese.md\" rel=\"nofollow ugc noopener\">中文\u003C\u002Fa> | \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FScrapeGraphAI\u002Fscrapegraph-ai\u002Fblob\u002FHEAD\u002Fdocs\u002Fjapanese.md\" rel=\"nofollow ugc noopener\">日本語\u003C\u002Fa>\n| \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FScrapeGraphAI\u002Fscrapegraph-ai\u002Fblob\u002FHEAD\u002Fdocs\u002Fkorean.md\" rel=\"nofollow ugc noopener\">한국어\u003C\u002Fa>\n| \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FScrapeGraphAI\u002Fscrapegraph-ai\u002Fblob\u002FHEAD\u002Fdocs\u002Frussian.md\" rel=\"nofollow ugc noopener\">Русский\u003C\u002Fa> | \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FScrapeGraphAI\u002Fscrapegraph-ai\u002Fblob\u002FHEAD\u002Fdocs\u002Fturkish.md\" rel=\"nofollow ugc noopener\">Türkçe\u003C\u002Fa>\n| \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FScrapeGraphAI\u002Fscrapegraph-ai\u002Fblob\u002FHEAD\u002Fdocs\u002Fgerman.md\" rel=\"nofollow ugc noopener\">Deutsch\u003C\u002Fa>\n| \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FScrapeGraphAI\u002Fscrapegraph-ai\u002Fblob\u002FHEAD\u002Fdocs\u002Fspanish.md\" rel=\"nofollow ugc noopener\">Español\u003C\u002Fa>\n| \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FScrapeGraphAI\u002Fscrapegraph-ai\u002Fblob\u002FHEAD\u002Fdocs\u002Ffrench.md\" rel=\"nofollow ugc noopener\">français\u003C\u002Fa>\n| \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FScrapeGraphAI\u002Fscrapegraph-ai\u002Fblob\u002FHEAD\u002Fdocs\u002Fportuguese.md\" rel=\"nofollow ugc noopener\">Português\u003C\u002Fa>\n| \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FScrapeGraphAI\u002Fscrapegraph-ai\u002Fblob\u002FHEAD\u002Fdocs\u002Fitalian.md\" rel=\"nofollow ugc noopener\">Italiano\u003C\u002Fa>\u003C\u002Fp>\n\u003Cp>\u003Ca href=\"https:\u002F\u002Fpepy.tech\u002Fprojects\u002Fscrapegraphai\" rel=\"nofollow ugc noopener\">\u003Cimg src=\"https:\u002F\u002Fstatic.pepy.tech\u002Fpersonalized-badge\u002Fscrapegraphai?period=total&units=INTERNATIONAL_SYSTEM&left_color=BLACK&right_color=GREEN&left_text=downloads\" alt=\"PyPI Downloads\" \u002F>\u003C\u002Fa>\u003C\u002Fp>\n\u003Cp>\u003Ca href=\"https:\u002F\u002Fopensource.org\u002Flicenses\u002FMIT\" rel=\"nofollow ugc noopener\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FLicense-MIT-yellow.svg?style=for-the-badge\" alt=\"License: MIT\" \u002F>\u003C\u002Fa>\n\u003Ca href=\"https:\u002F\u002Fdiscord.gg\u002FgkxQDAjfeX\" rel=\"nofollow ugc noopener\">\u003Cimg src=\"https:\u002F\u002Fdcbadge.vercel.app\u002Fapi\u002Fserver\u002FgkxQDAjfeX\" alt=\"\" \u002F>\u003C\u002Fa>\u003C\u002Fp>\n\u003Cp align=\"center\">\n\u003Ca href=\"https:\u002F\u002Ftrendshift.io\u002Frepositories\u002F15078\" rel=\"nofollow ugc noopener\">\u003Cimg src=\"https:\u002F\u002Ftrendshift.io\u002Fapi\u002Fbadge\u002Frepositories\u002F15078\" alt=\"ScrapeGraphAI%2FScrapegraph-ai | Trendshift\" width=\"250\" height=\"55\" \u002F>\u003C\u002Fa>\n\u003C\u002Fp>\u003Cp align=\"center\">\u003C\u002Fp>\u003Cp>\u003Ca href=\"https:\u002F\u002Fscrapegraphai.com\" rel=\"nofollow ugc noopener\">ScrapeGraphAI\u003C\u002Fa> is a \u003Cem>web scraping\u003C\u002Fem> python library that uses LLM and direct graph logic to create scraping pipelines for websites and local documents (XML, HTML, JSON, Markdown, etc.).\u003C\u002Fp>\n\u003Cp>Just say which information you want to extract and the library will do it for you!\u003C\u002Fp>\n\u003Ch2>🚀 Integrations\u003C\u002Fh2>\n\u003Cp>ScrapeGraphAI offers seamless integration with popular frameworks and tools to enhance your scraping capabilities. Whether you're building with Python or Node.js, using LLM frameworks, or working with no-code platforms, we've got you covered with our comprehensive integration options..\u003C\u002Fp>\n\u003Cp align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Fscrapegraphai.com\" rel=\"nofollow ugc noopener\">\n    \u003Cimg src=\"https:\u002F\u002Fraw.githubusercontent.com\u002FScrapeGraphAI\u002F.github\u002Fmain\u002Fprofile\u002Fassets\u002Fapi_banner.png\" alt=\"Web data extraction at scale? Try ScrapeGraphAI cloud\" \u002F>\n  \u003C\u002Fa>\n\u003C\u002Fp>\u003Cp>You can find more informations at the following \u003Ca href=\"https:\u002F\u002Fscrapegraphai.com\" rel=\"nofollow ugc noopener\">link\u003C\u002Fa>\u003C\u002Fp>\n\u003Cp>\u003Cstrong>Integrations\u003C\u002Fstrong>:\u003C\u002Fp>\n\u003Cul>\n\u003Cli>\u003Cstrong>API\u003C\u002Fstrong>: \u003Ca href=\"https:\u002F\u002Fdocs.scrapegraphai.com\u002Fintroduction\" rel=\"nofollow ugc noopener\">Documentation\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Cstrong>SDKs\u003C\u002Fstrong>: \u003Ca href=\"https:\u002F\u002Fdocs.scrapegraphai.com\u002Fsdks\u002Fpython\" rel=\"nofollow ugc noopener\">Python\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fdocs.scrapegraphai.com\u002Fsdks\u002Fjavascript\" rel=\"nofollow ugc noopener\">Node\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Cstrong>LLM Frameworks\u003C\u002Fstrong>: \u003Ca href=\"https:\u002F\u002Fdocs.scrapegraphai.com\u002Fintegrations\u002Flangchain\" rel=\"nofollow ugc noopener\">Langchain\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fdocs.scrapegraphai.com\u002Fintegrations\u002Fllamaindex\" rel=\"nofollow ugc noopener\">Llama Index\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fdocs.scrapegraphai.com\u002Fintegrations\u002Fcrewai\" rel=\"nofollow ugc noopener\">Crew.ai\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fdocs.scrapegraphai.com\u002Fintegrations\u002Fagno\" rel=\"nofollow ugc noopener\">Agno\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fcamel-ai\u002Fcamel\" rel=\"nofollow ugc noopener\">CamelAI\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Low-code Frameworks\u003C\u002Fstrong>: \u003Ca href=\"https:\u002F\u002Fpipedream.com\u002Fapps\u002Fscrapegraphai\" rel=\"nofollow ugc noopener\">Pipedream\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fbubble.io\u002Fplugin\u002Fscrapegraphai-1745408893195x213542371433906180\" rel=\"nofollow ugc noopener\">Bubble\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fzapier.com\u002Fapps\u002Fscrapegraphai\u002Fintegrations\" rel=\"nofollow ugc noopener\">Zapier\u003C\u002Fa>, \u003Ca href=\"http:\u002F\u002Flocalhost:5001\u002Fdashboard\" rel=\"nofollow ugc noopener\">n8n\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fdify.ai\" rel=\"nofollow ugc noopener\">Dify\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fapp.toolhouse.ai\u002Fmcp-servers\u002Fscrapegraph_smartscraper\" rel=\"nofollow ugc noopener\">Toolhouse\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>\u003Cstrong>MCP server\u003C\u002Fstrong>:  \u003Ca href=\"https:\u002F\u002Fsmithery.ai\u002Fserver\u002F@ScrapeGraphAI\u002Fscrapegraph-mcp\" rel=\"nofollow ugc noopener\">Link\u003C\u002Fa>\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2>🚀 Quick install\u003C\u002Fh2>\n\u003Cp>The reference page for Scrapegraph-ai is available on the official page of PyPI: \u003Ca href=\"https:\u002F\u002Fpypi.org\u002Fproject\u002Fscrapegraphai\u002F\" rel=\"nofollow ugc noopener\">pypi\u003C\u002Fa>.\u003C\u002Fp>\n\u003Cpre>\u003Ccode class=\"language-bash\">pip install scrapegraphai\n\n# IMPORTANT (for fetching websites content)\nplaywright install\n\u003C\u002Fcode>\u003C\u002Fpre>\n\u003Cp>\u003Cstrong>Note\u003C\u002Fstrong>: it is recommended to install the library in a virtual environment to avoid conflicts with other libraries 🐱\u003C\u002Fp>\n\u003Ch2>💻 Usage\u003C\u002Fh2>\n\u003Cp>There are multiple standard scraping pipelines that can be used to extract information from a website (or local file).\u003C\u002Fp>\n\u003Cp>The most common one is the \u003Ccode>SmartScraperGraph\u003C\u002Fcode>, which extracts informatio\u003C\u002Fp>\n",1785715925505]