Introduction
Learn from practical examples using ScrapeGraphAPI
Overview
Welcome to the ScrapeGraphAPI cookbook! Here you’ll find practical examples implemented as interactive Google Colab notebooks. Each example demonstrates different integration methods and use cases.
All examples are available as ready-to-use Google Colab notebooks - just click and start experimenting!
Implementation Methods
Each example is available in multiple implementations:
SDK Direct Usage
Basic implementation using our official SDKs
LangChain Integration
Integration with LangChain for LLM workflows
LlamaIndex Integration
Using ScrapeGraph with LlamaIndex tools
Example Projects
🏢 Company Information
Extract structured company data from websites
🌟 GitHub Trending
Monitor trending repositories and developers
📰 Wired Articles
Extract news articles and content
🏠 Homes Listings
Scrape real estate property data
Advanced Examples
🔬 Research Agent with Tavily
Build a sophisticated research agent combining ScrapeGraph, LangGraph, and Tavily Search
💬 Chat with Webpage
Create a RAG chatbot using ScrapeGraph, Burr, and LanceDB
Getting Started
- Choose an example that matches your use case
- Open the Colab notebook for your preferred implementation method
- Follow the step-by-step instructions
- Experiment and adapt the code for your needs
Make sure to have your ScrapeGraphAI API key ready. Get one from the dashboard if you haven’t already.
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