Crawlee-Python

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Crawlee-Python is a web scraping and browser automation library for Python, designed to build reliable crawlers. It extracts data for AI, LLMs, and RAG, supporting various file types and working with BeautifulSoup and Playwright.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Yes

Skill level

Technical

About

What is crawlee-python?

Crawlee-Python is a robust web scraping and browser automation library built for Python, enabling developers to create reliable and efficient crawlers. It is specifically designed to extract data for AI, LLMs, RAG, or GPTs, making it a valuable tool for data-driven applications. The library supports downloading various file types including HTML, PDF, JPG, and PNG from websites. It offers flexibility by working with popular parsing tools like Parsel and BeautifulSoup, as well as browser automation frameworks like Playwright, and even raw HTTP requests. Crawlee-Python features both headful and headless modes for browser operation, includes integrated proxy rotation for bypassing bot protections, and provides session management. Its asyncio-based architecture ensures high performance and seamless compatibility with other modern asynchronous libraries, offering a superior developer experience with comprehensive type hints.

Best used for

Ideal for developers and data scientists who need to collect large datasets from websites, automate repetitive browser actions, and extract specific information for AI/LLM training. Especially valuable for building resilient crawlers that can bypass bot protections and handle complex web structures.

Common actions

scrape web data

automate browser tasks

extract data for AI

build web crawlers

manage proxies

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Capabilities

Key features

Unified HTTP/browser crawling
Automatic parallel crawling
Proxy rotation
Session management
Persistent URL queue
Pluggable data storage
Robust error handling

Target Audience

developerdata scientist

Integrations

playwrightbeautifulsoup

Pricing & Plans

Open Source

Free

FAQs

What are the main differences between Crawlee-Python and Scrapy?

Crawlee-Python is asyncio-based, offering better performance and compatibility with modern asynchronous libraries. It provides complete type hint coverage for an improved developer experience and allows for direct integration into other applications as regular Python scripts, unlike Scrapy's launcher executor.

Can Crawlee-Python handle JavaScript-heavy websites?

Yes, Crawlee-Python can handle JavaScript-heavy websites effectively. It offers a PlaywrightCrawler that uses a headless browser to download web pages and interact with JavaScript-driven content, making it suitable for dynamic web scraping scenarios.

Does Crawlee-Python support proxy rotation and session management?

Yes, Crawlee-Python includes integrated proxy rotation and session management capabilities. These features help your crawlers appear more human-like and fly under the radar of modern bot protections, ensuring more reliable and persistent scraping operations.

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Also listed in

This tool also appears in

Data & Analytics › Web Scraping & Extraction

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