ScrapeGraphAI/Scrapegraph-ai

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Pipeline Name	Description
SmartScraperGraph	Single-page scraper that only needs a user prompt and an input source.
SearchGraph	Multi-page scraper that extracts information from the top n search results of a search engine.
SpeechGraph	Single-page scraper that extracts information from a website and generates an audio file.
ScriptCreatorGraph	Single-page scraper that extracts information from a website and generates a Python script.
SmartScraperMultiGraph	Multi-page scraper that extracts information from multiple pages given a single prompt and a list of sources.
ScriptCreatorMultiGraph	Multi-page scraper that generates a Python script for extracting information from multiple pages and sources.

	Open Source (`scrapegraphai`)	Managed API (`scrapegraph-py` / `scrapegraph-js`)
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

SDK	Language	GitHub Link
Python SDK	Python	scrapegraph-py
Node.js SDK	Node.js	scrapegraph-js

ScrapeGraphAI/Scrapegraph-ai

🚀 Looking for an even faster and simpler way to scrape at scale (only 5 lines of code)? Check out our enhanced version at ScrapeGraphAI.com! 🚀

🕷️ ScrapeGraphAI: You Only Scrape Once

🚀 Integrations

🚀 Quick install

💻 Usage

📖 Documentation

🆚 Open Source vs Managed API

🏆 Sponsors

🤝 Contributing

🔗 ScrapeGraph API & SDKs

📈 Telemetry

❤️ Contributors

🎓 Citations

Authors

📜 License

Acknowledgements

	Contact Info
Marco Vinciguerra
Lorenzo Padoan