crewAI/crewai_tools/tools/scrapfly_scrape_website_tool

ScrapflyScrapeWebsiteTool

Description

ScrapFly is a web scraping API with headless browser capabilities, proxies, and anti-bot bypass. It allows for extracting web page data into accessible LLM markdown or text.

Setup and Installation

1. Install ScrapFly Python SDK: Install scrapfly-sdk Python package is installed to use the ScrapFly Web Loader. Install it via pip with the following command:

   pip install scrapfly-sdk
   

2. API Key: Register for free from scrapfly.io/register to obtain your API key.

Example Usage

Utilize the ScrapflyScrapeWebsiteTool as follows to retrieve a web page data as text, markdown (LLM accissible) or HTML:

from crewai_tools import ScrapflyScrapeWebsiteTool

tool = ScrapflyScrapeWebsiteTool(
    api_key="Your ScrapFly API key"
)

result = tool._run(
    url="https://web-scraping.dev/products",
    scrape_format="markdown",
    ignore_scrape_failures=True
)

Additional Arguments

The ScrapflyScrapeWebsiteTool also allows passigng ScrapeConfig object for customizing the scrape request. See the API params documentation for the full feature details and their API params:

from crewai_tools import ScrapflyScrapeWebsiteTool

tool = ScrapflyScrapeWebsiteTool(
    api_key="Your ScrapFly API key"
)

scrapfly_scrape_config = {
    "asp": True, # Bypass scraping blocking and solutions, like Cloudflare
    "render_js": True, # Enable JavaScript rendering with a cloud headless browser
    "proxy_pool": "public_residential_pool", # Select a proxy pool (datacenter or residnetial)
    "country": "us", # Select a proxy location
    "auto_scroll": True, # Auto scroll the page
    "js": "" # Execute custom JavaScript code by the headless browser
}

result = tool._run(
    url="https://web-scraping.dev/products",
    scrape_format="markdown",
    ignore_scrape_failures=True,
    scrape_config=scrapfly_scrape_config
)