> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2-service-account.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Async Tools

> Demonstrates async team execution with mixed research and scraping tools.

```python async_tools.py theme={null}
"""
Async Tools
===========

Demonstrates async team execution with mixed research and scraping tools.
"""

import asyncio
from uuid import uuid4

from agno.agent import Agent
from agno.models.openai import OpenAIResponses
from agno.team import Team
from agno.tools.agentql import AgentQLTools
from agno.tools.websearch import WebSearchTools
from agno.tools.wikipedia import WikipediaTools

# ---------------------------------------------------------------------------
# Setup
# ---------------------------------------------------------------------------
custom_query = """
{
    title
    text_content[]
}
"""

# ---------------------------------------------------------------------------
# Create Members
# ---------------------------------------------------------------------------
wikipedia_agent = Agent(
    name="Wikipedia Agent",
    role="Search wikipedia for information",
    model=OpenAIResponses(id="gpt-5-mini"),
    tools=[WikipediaTools()],
    instructions=[
        "Find information about the company in the wikipedia",
    ],
)

website_agent = Agent(
    name="Website Agent",
    role="Search the website for information",
    model=OpenAIResponses(id="gpt-5-mini"),
    tools=[WebSearchTools()],
    instructions=[
        "Search the website for information",
    ],
)

# ---------------------------------------------------------------------------
# Create Team
# ---------------------------------------------------------------------------
user_id = str(uuid4())
team_id = str(uuid4())

company_info_team = Team(
    name="Company Info Team",
    id=team_id,
    model=OpenAIResponses(id="gpt-5.2"),
    tools=[AgentQLTools(agentql_query=custom_query)],
    members=[wikipedia_agent, website_agent],
    markdown=True,
    instructions=[
        "You are a team that finds information about a company.",
        "First search the web and wikipedia for information about the company.",
        "If you can find the company's website URL, then scrape the homepage and the about page.",
    ],
    show_members_responses=True,
)

# ---------------------------------------------------------------------------
# Run Team
# ---------------------------------------------------------------------------
if __name__ == "__main__":
    asyncio.run(
        company_info_team.aprint_response(
            "Write me a full report on everything you can find about Agno, the company building AI agent infrastructure.",
            stream=True,
        )
    )
```

## Run the Example

<Steps>
  <Snippet file="create-venv-step.mdx" />

  <Step title="Install dependencies">
    ```bash theme={null}
    uv pip install -U agno agentql ddgs openai playwright wikipedia
    ```
  </Step>

  <Step title="Export your API keys">
    <CodeGroup>
      ```bash Mac/Linux theme={null}
      export AGENTQL_API_KEY="your_agentql_api_key_here"
      export OPENAI_API_KEY="your_openai_api_key_here"
      ```

      ```bash Windows theme={null}
      $Env:AGENTQL_API_KEY="your_agentql_api_key_here"
      $Env:OPENAI_API_KEY="your_openai_api_key_here"
      ```
    </CodeGroup>
  </Step>

  <Step title="Run the example">
    Save the code above as `async_tools.py`, then run:

    ```bash theme={null}
    python async_tools.py
    ```
  </Step>
</Steps>

Full source: [cookbook/03\_teams/03\_tools/async\_tools.py](https://github.com/agno-agi/agno/blob/main/cookbook/03_teams/03_tools/async_tools.py)