dudevsfirecrawl

AGPL-3.0 32 2 425

54 (month) Feb 20 2022 0.1.3(2023-08-01 20:28:33 ago)

- - - None

Apr 01 2024 0.0.0(2025-03-15 00:00:00 ago)

Dude (dude uncomplicated data extraction) is a very simple framework for writing web scrapers using Python decorators. The design, inspired by Flask, was to easily build a web scraper in just a few lines of code. Dude has an easy-to-learn syntax.

The simplest web scraper will look like this: ```python from dude import select

@select(css="a") def get_link(element): return {"url": element.get_attribute("href")} ```

dude supports multiple parser backends: - playwright
- lxml
- parsel - beautifulsoup - pyppeteer - selenium

Firecrawl is an AI-powered web scraping API that converts web pages into clean Markdown or structured data, optimized for use with large language models (LLMs) and retrieval-augmented generation (RAG) pipelines. It handles JavaScript rendering, anti-bot bypass, and content extraction automatically.

Firecrawl offers multiple modes:

Scrape Convert a single URL into clean Markdown, HTML, or structured data. Handles JavaScript rendering and anti-bot protections automatically.
Crawl Crawl an entire website starting from a URL, with configurable depth, URL patterns, and page limits. Returns all pages as clean Markdown.
Map Quickly discover all URLs on a website without fully scraping each page. Useful for sitemap generation and crawl planning.
Extract Use LLMs to extract specific structured data from pages based on a schema definition.

Key features:

Clean Markdown output ideal for LLM context windows
Automatic JavaScript rendering with headless browsers
Built-in anti-bot bypass for protected websites
Structured extraction with JSON schemas
Batch crawling with webhook notifications
Python and JavaScript SDKs

Firecrawl is a commercial API service (requires API key, has a free tier) backed by Y Combinator. It has become one of the most popular tools for feeding web content into AI applications and is widely used in the LLM/RAG ecosystem.

Note: while the primary service is an API, the core is open source and can be self-hosted.

Highlights

ai-poweredpopularasync

Example Use

```python from dude import select """ This example demonstrates how to use Parsel + async HTTPX To access an attribute, use: selector.attrib["href"] You can also access an attribute using the ::attr(name) pseudo-element, for example "a::attr(href)", then: selector.get() To get the text, use ::text pseudo-element, then: selector.get() """ @select(css="a.url", priority=2) async def result_url(selector): return {"url": selector.attrib["href"]} # Option to get url using ::attr(name) pseudo-element @select(css="a.url::attr(href)", priority=2) async def result_url2(selector): return {"url2": selector.get()} @select(css=".title::text", priority=1) async def result_title(selector): return {"title": selector.get()} @select(css=".description::text", priority=0) async def result_description(selector): return {"description": selector.get()} if __name__ == "__main__": import dude dude.run(urls=["https://dude.ron.sh"], parser="parsel") ```

```python from firecrawl import FirecrawlApp app = FirecrawlApp(api_key="YOUR_API_KEY") # Scrape a single page - get clean markdown result = app.scrape_url("https://example.com/blog/article") print(result["markdown"]) # clean markdown content # Extract structured data with a schema result = app.scrape_url( "https://example.com/product/123", params={ "formats": ["extract"], "extract": { "schema": { "type": "object", "properties": { "name": {"type": "string"}, "price": {"type": "number"}, "description": {"type": "string"}, }, } }, }, ) print(result["extract"]) # {"name": "...", "price": 29.99, ...} # Crawl an entire website crawl_result = app.crawl_url( "https://example.com", params={"limit": 100, "scrapeOptions": {"formats": ["markdown"]}}, ) for page in crawl_result["data"]: print(page["metadata"]["title"], page["markdown"][:100]) # Map all URLs on a site map_result = app.map_url("https://example.com") print(f"Found {len(map_result['links'])} URLs") ```

Alternatives / Similar

colly

25,231 compare

katana new

16,499 compare

pholcus

7,594 compare

geziyor

2,772 compare

dataflowkit

711 compare

scrapy

61,276 compare

crawl4ai new

63,373 compare

rvest

1,517 compare

scrapling new

36,206 compare

crawlee new

22,720 compare

mechanize new

4,440 compare

scrapegraphai new

23,278 compare

ferret

5,964 compare

gocrawl

2,053 compare

scrapyd

3,087 compare

botasaurus new

4,321 compare

node-crawler

6,790 compare

panther

3,062 compare

goutte new

9,215 compare

gracy

248 compare

spidr

835 compare

kimurai new

1,098 compare

scrapydweb

3,400 compare

photon

12,807 compare

wombat

1,360 compare

autoscraper

7,136 compare

roach

1,454 compare

gerapy

3,495 compare

ruia

1,743 compare

ralger

165 compare

ayakashi

217 compare

phpscraper

583 compare

php-spider

1,341 compare

crwlr-crawler

369 compare

firecrawl new

- compare