ScrapeGraphAI: Turn Any Website into Structured JSON with 5 Lines of Python
thisdudelikesAI · x · 2026-08-11
ScrapeGraphAI is an open-source Python library that converts websites directly into structured JSON, rendering traditional web scraping methods obsolete.
Key Features:
- Minimal Code: Requires only 5 lines of Python and a prompt, eliminating the need for brittle CSS selectors or XPath.
- How it Works: Uses LLMs and graph-based pipelines to parse pages automatically.
- Model Support: Bring your own model with integrations for OpenAI, Gemini, Groq, Azure, MiniMax, or local models via Ollama.
- Pipelines: Includes pre-built pipelines for single-page, multi-page, search results, and auto-generated Python scrapers.
- Integrations: Natively connects with popular frameworks and automation tools like LangChain, LlamaIndex, CrewAI, n8n, and Dify.
More from coding & agent
- YC Funded ~100 Coding Agent Startups, Most Are Near Dead — examachine · 2026-08-11
- How to Evaluate if LLMs Explore the Right Problem Space vs. Just Reasoning Well — igzela · 2026-08-11
- Running Local LLMs on M4 MacBook Pro: Ollama Integration Faces Slow Startup — chongdashu · 2026-08-11
- Cognitive Autonomy: Devs Debate the Boundary of AI Problem Framing — igzela · 2026-08-11
- Making AI-to-AI Debates Work: Assign Different Priorities, Not Opposing Sides — True_Mongoose_7073 · 2026-08-11
- Building a Zero-API-Key Coding Agent: Terminal Ads Beat Paywalls — Ok_Shirt_9575 · 2026-08-11