> ## Documentation Index
> Fetch the complete documentation index at: https://composio-27-feat-docs-revamp.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Using Composio With Google AI

> Enable Google AI models to seamlessly interact with external apps via Composio for enhanced functionality

**Composio enables** your **Google AI models** to **connect** with many **tools**!

### Install Packages & Connect a Tool

<Tip>
  Goal: Enable Google AI models to perform tasks like starring a repository on
  GitHub via natural language commands
</Tip>

These steps prepare your environment to enable interactions between Google AI and GitHub through Composio.

<CodeGroup>
  ```bash Run Command
  pip install composio-google

  # Connect your GitHub so models can interact with it

  composio add github

  # Check all supported apps

  composio apps
  ```
</CodeGroup>

<Steps>
  <Step title="Import Base Packages & Initialize Google AI Model">
    Replace `{google_api_key}` with your actual API key.

    <CodeGroup>
      ```python Default Imports & Configuration
      import dotenv
      from composio_google import App, ComposioToolset
      from vertexai.generative_models import GenerativeModel

      # Load environment variables from .env
      dotenv.load_dotenv()

      # Initialize the Composio Toolset
      composio_toolset = ComposioToolset()

      # Get GitHub tools that are pre-configured
      tool = composio_toolset.get_tool(apps=[App.GITHUB])

      # Initialize the Google AI Gemini model
      model = GenerativeModel("gemini-1.5-pro", tools=[tool])
      ```
    </CodeGroup>
  </Step>

  <Step title="Start a Chat Session with the Model">
    <CodeGroup>
      ```python Start Chat Session
      # Start a chat session
      chat = model.start_chat()
      ```
    </CodeGroup>
  </Step>

  <Step title="Execute the Task via Google AI Model">
    <CodeGroup>
      ```python Execute Task
      # Define task
      task = "Star a repo composiohq/composio on GitHub"

      # Send a message to the model
      response = chat.send_message(task)

      print("Model response:")
      print(response)
      ```
    </CodeGroup>
  </Step>

  <Step title="Handle the Tool Calls">
    <CodeGroup>
      ```python Handle Tool Calls
      result = composio_toolset.handle_response(response)
      print("Function call result:")
      print(result)
      ```
    </CodeGroup>
  </Step>
</Steps>

### Use Specific Actions

<CodeGroup>
  ```python Filter Specific Action 
  # To restrict models from executing any actions, filter specific actions 
  actions = composio_toolset.get_tool(actions=[Action.GITHUB_CREATE_ISSUE]) 
  ```
</CodeGroup>

### Use Specific Apps

<CodeGroup>
  ```python Filter Specific App 
  # To restrict models from using all tools, filter specific tools 
  actions = composio_toolset.get_tool(apps=[App.ASANA, App.GITHUB]) 
  ```
</CodeGroup>

### Filter apps actions by tags

<CodeGroup>
  ```python Filter Actions by Tags 
  actions = composio_toolset.get_tool(apps=[App.ASANA], tags=[Tag.ASANA_TASKS]) 
  ```
</CodeGroup>