AgentQL

What is the AgentQL tool?

The AgentQL tool is a built-in capability in the Agno framework that allows AI agents to browse and scrape websites via agentql. When added to an agent in Agno Builder, the agent can autonomously decide when to invoke this tool based on the user's request.

This tool requires a AGENTQL_API_KEY environment variable. Get your API key at agentql.com.

How to use AgentQL in Agno Builder

1. 1

   Create an agent

   Drag an Agent node onto the canvas in Agno Builder, or use one of the built-in templates.

2. 2

   Enable AgentQL

   Click the agent, go to the Tools tab, and toggle on "AgentQL" from the scraping category.

3. 3

   Add your API key

   Enter your AGENTQL_API_KEY in the tool configuration. Your key stays in your browser and is never stored on our servers.

4. 4

   Test in chat

   Open the chat panel and send a message. The agent will automatically use AgentQL when relevant.

5. 5

   Export Python code

   Click File > Export Python to get clean, runnable code with the correct imports for AgentQL.

Python code example

This is the code Agno Builder exports when you use AgentQL:

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

agent = Agent(
    name="AgentQL Agent",
    model=OpenAIChat(id="gpt-4o"),
    tools=[AgentQLTools()],
    instructions=["Use the agentql tool to help the user."],
    markdown=True,
)

agent.print_response("Help me with a agentql task")

Install with: pip install agno # + set AGENTQL_API_KEY