composio-google
Adapts Composio tools to the Vertex AI SDK (vertexai.generative_models) as FunctionDeclaration objects for Gemini function calling.
Installation
pip install composio composio-google google-cloud-aiplatform
Set COMPOSIO_API_KEY (create one at https://dashboard.composio.dev/settings) in your environment. Vertex AI authenticates with Google Cloud credentials; run gcloud auth application-default login or set GOOGLE_APPLICATION_CREDENTIALS.
Quickstart
GoogleProvider is non-agentic: the model returns function calls, and composio.provider.handle_response executes every function call in the response and returns the results.
import vertexai
from vertexai.generative_models import GenerativeModel, Tool
from composio import Composio
from composio_google import GoogleProvider
vertexai.init(project="your-gcp-project", location="us-central1")
composio = Composio(provider=GoogleProvider())
# Create a session for your user
session = composio.create(user_id="user_123")
tools = session.tools()
model = GenerativeModel(
"gemini-2.0-flash",
tools=[Tool(function_declarations=tools)],
)
chat = model.start_chat()
response = chat.send_message(
"Send an email to john@example.com with the subject 'Hello' and body 'Hello from Composio!'"
)
# Execute the function calls the model requested
results = composio.provider.handle_response(user_id="user_123", response=response)
print(results)
To execute a single call instead of the whole response, use composio.provider.execute_tool_call(user_id="user_123", function_call=part.function_call).
composio-google vs composio-gemini
This package targets the Vertex AI SDK (vertexai.generative_models, installed via google-cloud-aiplatform). composio-gemini targets the newer google-genai SDK with Automatic Function Calling. For new projects, use composio-gemini.
Links
- Google provider docs: https://docs.composio.dev/docs/providers/google
- Composio docs: https://docs.composio.dev
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