Skip to main content
Enable Agno agents to scrape website content using AgentQL Tools,

​
Prerequisites

  • Set the environment variable AGENTQL_API_KEY with your AgentQL API key. You can obtain the API key from the AgentQL website: https://agentql.com/
  • Run playwright install to install a browser extension for playwright.
"""
AgentQL will open up a browser instance (don't close it) and do scraping on the site.
"""

from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.agentql import AgentQLTools

# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------

# Example 1: Enable specific AgentQL functions
agent = Agent(
    model=OpenAIChat(id="gpt-4o"),
    tools=[
        AgentQLTools(
            enable_scrape_website=True,
            enable_custom_scrape_website=False,
            agentql_query="your_query_here",
        )
    ],
)

# Example 2: Enable all AgentQL functions
agent_all = Agent(
    model=OpenAIChat(id="gpt-4o"),
    tools=[AgentQLTools(all=True, agentql_query="your_query_here")],
)

# Example 3: Custom query with specific function enabled
custom_query = """
{
    title
    text_content[]
}
"""

custom_agent = Agent(
    model=OpenAIChat(id="gpt-4o"),
    tools=[
        AgentQLTools(
            enable_scrape_website=True,
            enable_custom_scrape_website=True,
            agentql_query=custom_query,
        )
    ],
)

# Test the agents

# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------
if __name__ == "__main__":
    agent.print_response(
        "Scrape the main content from https://docs.agno.com/introduction", markdown=True
    )
    custom_agent.print_response(
        "Extract title and content from https://docs.agno.com/introduction",
        markdown=True,
    )

​
Run the Example

# Clone and setup repo
git clone https://github.com/agno-agi/agno.git
cd agno/cookbook/91_tools

# Create and activate virtual environment
./scripts/demo_setup.sh
source .venvs/demo/bin/activate

python agentql_tools.py
For details, see AgentQL cookbook.