{"repo":"ScrapeGraphAI/scrapegraph-py","free":true,"listed":false,"github":"https://github.com/ScrapeGraphAI/scrapegraph-py","clone":"git clone https://github.com/ScrapeGraphAI/scrapegraph-py.git","description":"Official Python SDK for the ScrapeGraph AI API. Smart scraping, search, crawling, markdownify, agentic browser automation, scheduled jobs, and structured data extraction","language":"Jupyter Notebook","stars":83,"topics":["api","sdk-js","sdk-nodejs","sdk-python","scrapegraph","scraping","web-crawler","web-scraping","json-schema","python"],"license":"MIT","category":"scrapers-browser-automation","readme_excerpt":"ScrapeGraphAI Python SDK Official Python SDK for the ScrapeGraphAI API. Install Quick Start Every method returns ApiResult[T] — no exceptions to catch: 🆚 Open Source vs Managed API This SDK is a client for the managed cloud API . ScrapeGraphAI also ships an open-source library you can run yourself. This table explains the difference so you can pick the right one. Open Source ( scrapegraphai ) Managed API (this SDK) --- --- --- What it is A Python library you run yourself A hosted cloud service you call via SDK Where it runs Your own infrastructure (self-hosted) ScrapeGraphAI cloud LLM Bring your own (OpenAI, Groq, Gemini, Azure, local via Ollama) Managed for you Browser / JS rendering You configure it (Playwright) Managed (stealth, auto / fast / js modes) Proxies & anti-bot Your responsibility Included Scaling & maintenance Your responsibility Fully managed Cost model LLM tokens + your own infra Pay-as-you-go credits Auth Your own LLM keys SGAI API KEY Capabilities Graph pipelines (SmartScraper, Search, Speech, ScriptCreator…) Scrape, Extract, Search, Crawl, Monitor, History Setup effort More configuration Minimal — API key + one call License MIT SDK is MIT; the API service is paid Choose the open-source library if you want full control, on-prem/self-hosted data, local LLMs (Ollama), or fine-grained cost tuning — and you're happy to manage browsers, proxies and scaling yourself. Choose the managed API (this SDK) if you want zero infrastructure, managed JS rendering & anti-bo","default_branch":null,"files":null,"tree":[],"storefront":"/r/ScrapeGraphAI","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/ScrapeGraphAI/scrapegraph-py/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}