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Firecrawl Search

Firecrawl is a platform for crawling and convert any website into clean markdown or structured data.

  • Get an API key from firecrawl.dev and set it in environment variables (FIRECRAWL_API_KEY).
  • Install the Firecrawl SDK along with crewai[tools] package:
Terminal window
pip install firecrawl-py 'crewai[tools]'

Utilize the FirecrawlSearchTool as follows to allow your agent to load websites:

from crewai_tools import FirecrawlSearchTool
tool = FirecrawlSearchTool(query='what is firecrawl?')
  • api_key: Optional. Specifies Firecrawl API key. Defaults is the FIRECRAWL_API_KEY environment variable.
  • query: The search query string to be used for searching.
  • page_options: Optional. Options for result formatting.
    • onlyMainContent: Optional. Only return the main content of the page excluding headers, navs, footers, etc.
    • includeHtml: Optional. Include the raw HTML content of the page. Will output a html key in the response.
    • fetchPageContent: Optional. Fetch the full content of the page.
  • search_options: Optional. Options for controlling the crawling behavior.
    • limit: Optional. Maximum number of pages to crawl.