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

# Confirmation Required with Multiple Tools

This example demonstrates human-in-the-loop functionality with multiple tools that require confirmation. It shows how to handle user confirmation during tool execution and gracefully cancel operations based on user choice.

## Code

```python confirmation_required_multiple_tools.py theme={null}
"""🤝 Human-in-the-Loop: Adding User Confirmation to Tool Calls

This example shows how to implement human-in-the-loop functionality in your Agno tools.
It shows how to:
- Handle user confirmation during tool execution
- Gracefully cancel operations based on user choice

Some practical applications:
- Confirming sensitive operations before execution
- Reviewing API calls before they're made
- Validating data transformations
- Approving automated actions in critical systems

Run `pip install openai httpx rich agno` to install dependencies.
"""

import json

import httpx
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools import tool
from agno.tools.wikipedia import WikipediaTools
from agno.utils import pprint
from rich.console import Console
from rich.prompt import Prompt

console = Console()


@tool(requires_confirmation=True)
def get_top_hackernews_stories(num_stories: int) -> str:
    """Fetch top stories from Hacker News.

    Args:
        num_stories (int): Number of stories to retrieve

    Returns:
        str: JSON string containing story details
    """
    # Fetch top story IDs
    response = httpx.get("https://hacker-news.firebaseio.com/v0/topstories.json")
    story_ids = response.json()

    # Yield story details
    all_stories = []
    for story_id in story_ids[:num_stories]:
        story_response = httpx.get(
            f"https://hacker-news.firebaseio.com/v0/item/{story_id}.json"
        )
        story = story_response.json()
        if "text" in story:
            story.pop("text", None)
        all_stories.append(story)
    return json.dumps(all_stories)


agent = Agent(
    model=OpenAIChat(id="gpt-5-mini"),
    tools=[
        get_top_hackernews_stories,
        WikipediaTools(requires_confirmation_tools=["search_wikipedia"]),
    ],
    markdown=True,
)

run_response = agent.run(
    "Fetch 2 articles about the topic 'python'. You can choose which source to use, but only use one source."
)
while run_response.is_paused:
    for tool_exc in run_response.tools_requiring_confirmation:  # type: ignore
        # Ask for confirmation
        console.print(
            f"Tool name [bold blue]{tool_exc.tool_name}({tool_exc.tool_args})[/] requires confirmation."
        )
        message = (
            Prompt.ask("Do you want to continue?", choices=["y", "n"], default="y")
            .strip()
            .lower()
        )

        if message == "n":
            tool.confirmed = False
            tool.confirmation_note = (
                "This is not the right tool to use. Use the other tool!"
            )
        else:
            # We update the tools in place
            tool.confirmed = True

    run_response = agent.continue_run(run_response=run_response)
    pprint.pprint_run_response(run_response)
```

## Usage

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

  <Step title="Install libraries">
    ```bash theme={null}
    pip install -U agno openai httpx rich
    ```
  </Step>

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

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

  <Step title="Create a Python file">
    Create a Python file and add the above code.

    ```bash theme={null}
    touch confirmation_required_multiple_tools.py
    ```
  </Step>

  <Step title="Run Agent">
    <CodeGroup>
      ```bash Mac theme={null}
      python confirmation_required_multiple_tools.py
      ```

      ```bash Windows   theme={null}
      python confirmation_required_multiple_tools.py
      ```
    </CodeGroup>
  </Step>

  <Step title="Find All Cookbooks">
    Explore all the available cookbooks in the Agno repository. Click the link below to view the code on GitHub:

    <Link href="https://github.com/agno-agi/agno/tree/main/cookbook/agents/human_in_the_loop" target="_blank">
      Agno Cookbooks on GitHub
    </Link>
  </Step>
</Steps>