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

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

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

Run Command

pip install composio-google

# Connect your GitHub so models can interact with it

composio add github

# Check all supported apps

composio apps

1. Import Base Packages & Initialize Google AI Model

   Replace {google_api_key} with your actual API key.

   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])
   
2. Start a Chat Session with the Model

   Start Chat Session

   # Start a chat session
   chat = model.start_chat()
   
3. Execute the Task via Google AI Model

   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)
   
4. Handle the Tool Calls

   Handle Tool Calls

   result = composio_toolset.handle_response(response)
   print("Function call result:")
   print(result)
   

Use Specific Actions

Filter Specific Action

# To restrict models from executing any actions, filter specific actions 
actions = composio_toolset.get_tool(actions=[Action.GITHUB_CREATE_ISSUE]) 

Use Specific Apps

Filter Specific App

# To restrict models from using all tools, filter specific tools 
actions = composio_toolset.get_tool(apps=[App.ASANA, App.GITHUB]) 

Filter apps actions by tags

Filter Actions by Tags

actions = composio_toolset.get_tool(apps=[App.ASANA], tags=[Tag.ASANA_TASKS])