FirecrawlTools enable an Agent to perform web crawling and scraping tasks.

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Prerequisites

The following example requires the firecrawl-py library and an API key which can be obtained from Firecrawl. 
pip install -U firecrawl-py

export FIRECRAWL_API_KEY=***

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Example

The following agent will scrape the content from https://finance.yahoo.com/ and return a summary of the content:
cookbook/tools/firecrawl_tools.py
from agno.agent import Agent
from agno.tools.firecrawl import FirecrawlTools

agent = Agent(tools=[FirecrawlTools(scrape=False, crawl=True)], markdown=True)
agent.print_response("Summarize this https://finance.yahoo.com/")

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Toolkit Params

ParameterTypeDefaultDescription
api_keystrNoneAPI key for authentication. Uses FIRECRAWL_API_KEY env var if not provided
enable_scrapeboolTrueEnables website scraping functionality
enable_crawlboolFalseEnables website crawling functionality
enable_mappingboolFalseEnables website mapping functionality
enable_searchboolFalseEnables web search functionality
allboolFalseEnables all functionality when set to True
formatsList[str]NoneList of formats to be used for operations
limitint10Maximum number of items to retrieve
poll_intervalint30Interval in seconds between polling for results
search_paramsDict[str, Any]NoneParameters for search operations
api_urlstrhttps://api.firecrawl.devAPI URL to use for the Firecrawl app

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Toolkit Functions

FunctionDescription
scrape_websiteScrapes a website using Firecrawl. Parameters include url to specify the URL to scrape. The function supports optional formats if specified. Returns the results of the scraping in JSON format.
crawl_websiteCrawls a website using Firecrawl. Parameters include url to specify the URL to crawl, and an optional limit to define the maximum number of pages to crawl. The function supports optional formats and returns the crawling results in JSON format.
map_websiteMaps a website structure using Firecrawl. Parameters include url to specify the URL to map. Returns the mapping results in JSON format.
searchPerforms a web search using Firecrawl. Parameters include query for the search term and optional limit for maximum results. Returns search results in JSON format.

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Developer Resources