Crawl4aiTools enable an Agent to perform web crawling and scraping tasks using the Crawl4ai library.

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Prerequisites

The following example requires the crawl4ai library. 
pip install -U crawl4ai

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Example

The following agent will scrape the content from the https://github.com/agno-agi/agno webpage:
cookbook/tools/crawl4ai_tools.py
from agno.agent import Agent
from agno.tools.crawl4ai import Crawl4aiTools

agent = Agent(tools=[Crawl4aiTools(max_length=None)])
agent.print_response("Tell me about https://github.com/agno-agi/agno.")

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Toolkit Params

ParameterTypeDefaultDescription
max_lengthint1000Specifies the maximum length of the text from the webpage to be returned.
timeoutint60Timeout in seconds for web crawling operations.
use_pruningboolFalseEnable content pruning to remove less relevant content.
pruning_thresholdfloat0.48Threshold for content pruning relevance scoring.
bm25_thresholdfloat1.0BM25 scoring threshold for content relevance.
headlessboolTrueRun browser in headless mode.
wait_untilstr"domcontentloaded"Browser wait condition before crawling (e.g., “domcontentloaded”, “load”, “networkidle”).
enable_crawlboolTrueEnable the web crawling functionality.
allboolFalseEnable all available functions. When True, all enable flags are ignored.

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Toolkit Functions

FunctionDescription
web_crawlerCrawls a website using crawl4ai’s WebCrawler. Parameters include ‘url’ for the URL to crawl and an optional ‘max_length’ to limit the length of extracted content. The default value for ‘max_length’ is 1000.

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Developer Resources