Crawlee-Python — A Robust Web Scraping and Browser Automation Library for Python

Overview

Crawlee-Python is a comprehensive library designed to build reliable web crawlers and scrapers. It stands out for its ability to mimic human-like browsing behavior, bypassing modern bot protections with ease. The library simplifies the process of crawling for links, scraping data, and storing it in machine-readable formats, offering rich configuration options to tailor the crawler to specific project needs.

Key Features

Mimics human-like browsing to bypass bot protections
Supports data extraction for AI, LLMs, RAG, or GPTs
Downloads various file types including HTML, PDF, JPG, and PNG
Works seamlessly with BeautifulSoup, Playwright, and raw HTTP
Offers both headful and headless browsing modes
Includes proxy rotation for added flexibility

Use Cases

Data scientists and AI developers extracting data for machine learning models
Researchers gathering information from the web for analysis
Businesses automating data collection for market research

Advantages

Fast and reliable scraping with default configurations that fly under the radar of bot protections
Rich configuration options for customizing crawler behavior
Supports a wide range of file types and web scraping tools

Limitations / Considerations

May require additional setup and configuration for specific use cases
Handling of JavaScript-heavy websites might need additional tools like Playwright

Scrapy: A fast high-level web crawling and scraping framework for Python, known for its middlewares and extensions.
Beautiful Soup: A library for pulling data out of HTML and XML files, simpler but less feature-rich compared to Crawlee-Python.
Selenium: A tool for automating web browsers, useful for complex browser interactions but not as focused on scraping as Crawlee-Python.

Basic Information

GitHub: https://github.com/apify/crawlee-python
Stars: 7,171
License: Unknown
Last Commit: 2025-11-16

📊 Project Information

Project Name: crawlee-python
GitHub URL: https://github.com/apify/crawlee-python
Programming Language: Python
⭐ Stars: 7,171
🍴 Forks: 516
📅 Created: 2024-01-10
🔄 Last Updated: 2025-11-16

🏷️ Project Topics

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📚 Documentation

This article is automatically generated by AI based on GitHub project information and README content analysis

crawlee-python

Project Description