wehub-resource-sync
57 lines
2.0 KiB
Markdown
57 lines
2.0 KiB
Markdown
# composio-google
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Adapts Composio tools to the Vertex AI SDK (`vertexai.generative_models`) as `FunctionDeclaration` objects for Gemini function calling.
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## Installation
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```bash
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pip install composio composio-google google-cloud-aiplatform
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```
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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`.
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## Quickstart
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`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.
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```python
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import vertexai
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from vertexai.generative_models import GenerativeModel, Tool
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from composio import Composio
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from composio_google import GoogleProvider
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vertexai.init(project="your-gcp-project", location="us-central1")
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composio = Composio(provider=GoogleProvider())
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# Create a session for your user
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session = composio.create(user_id="user_123")
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tools = session.tools()
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model = GenerativeModel(
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"gemini-2.0-flash",
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tools=[Tool(function_declarations=tools)],
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)
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chat = model.start_chat()
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response = chat.send_message(
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"Send an email to john@example.com with the subject 'Hello' and body 'Hello from Composio!'"
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)
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# Execute the function calls the model requested
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results = composio.provider.handle_response(user_id="user_123", response=response)
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print(results)
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```
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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)`.
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## composio-google vs composio-gemini
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This package targets the Vertex AI SDK (`vertexai.generative_models`, installed via `google-cloud-aiplatform`). [`composio-gemini`](../gemini) targets the newer `google-genai` SDK with Automatic Function Calling. For new projects, use `composio-gemini`.
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## Links
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- Google provider docs: https://docs.composio.dev/docs/providers/google
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- Composio docs: https://docs.composio.dev
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