node-crawlervscrawl4ai
node-crawler is a popular web scraping library for Node.js that allows you to easily navigate and extract data from websites. It has a simple API and supports concurrency, making it efficient for scraping large numbers of pages.
Features:
- Server-side DOM & automatic jQuery insertion with Cheerio (default) or JSDOM,
- Configurable pool size and retries,
- Control rate limit,
- Priority queue of requests,
- forceUTF8 mode to let crawler deal for you with charset detection and conversion,
- Compatible with 4.x or newer version.
- Http2 support
- Proxy support
Crawl4AI is an open-source AI-powered web crawling and data extraction library for Python. It uses large language models (LLMs) to intelligently extract structured data from web pages with minimal code. Unlike traditional scraping frameworks that rely on CSS selectors or XPath, Crawl4AI can understand page content semantically and extract data based on natural language descriptions of what you want.
Key features include:
- LLM-based extraction Define what data you want in plain English and Crawl4AI uses LLMs to find and extract it from the page content. Supports multiple LLM providers including OpenAI, Anthropic, and local models.
- Automatic crawling Built-in crawler with support for JavaScript rendering, parallel crawling, and session management.
- Structured output Returns data in structured formats (JSON, Pydantic models) making it easy to integrate into data pipelines.
- Markdown conversion Can convert web pages to clean markdown format, useful for feeding content to LLMs.
- Chunking strategies Multiple strategies for breaking down large pages into processable chunks for LLM extraction.
- Async support Built on async Python for efficient concurrent crawling and extraction.
Crawl4AI is particularly useful for scraping unstructured content where writing traditional CSS/XPath selectors would be tedious or fragile. It excels at content extraction, article parsing, and data mining from diverse page layouts.
Highlights
Example Use
This is a test
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