wehub-resource-sync
71 lines
2.4 KiB
Markdown
71 lines
2.4 KiB
Markdown
# composio-openai
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Adapts Composio tools to OpenAI function calling, for both the Responses API and the Chat Completions API.
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## Installation
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```bash
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pip install composio composio-openai openai
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```
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Set `COMPOSIO_API_KEY` (create one at https://dashboard.composio.dev/settings) and `OPENAI_API_KEY` in your environment.
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## Quickstart
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This package exports two providers: `OpenAIResponsesProvider` for the [Responses API](https://platform.openai.com/docs/api-reference/responses) and `OpenAIProvider` for Chat Completions. Both are non-agentic: the model returns tool calls, you execute them with `handle_tool_calls`, and you feed the results back.
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```python
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import json
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from openai import OpenAI
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from composio import Composio
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from composio_openai import OpenAIResponsesProvider
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composio = Composio(provider=OpenAIResponsesProvider())
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client = OpenAI()
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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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response = client.responses.create(
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model="gpt-5.2",
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tools=tools,
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input=[
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{
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"role": "user",
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"content": "Send an email to john@example.com with the subject 'Hello' and body 'Hello from Composio!'"
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}
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]
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)
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# Agentic loop: keep executing tool calls until the model responds with text
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while True:
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tool_calls = [o for o in response.output if o.type == "function_call"]
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if not tool_calls:
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break
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results = composio.provider.handle_tool_calls(response=response, user_id="user_123")
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response = client.responses.create(
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model="gpt-5.2",
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tools=tools,
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previous_response_id=response.id,
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input=[
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{"type": "function_call_output", "call_id": tool_calls[i].call_id, "output": json.dumps(result)}
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for i, result in enumerate(results)
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]
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)
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# Print final response
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for item in response.output:
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if item.type == "message":
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print(item.content[0].text)
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```
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## Chat Completions
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`OpenAIProvider` targets `client.chat.completions.create` and is the Composio SDK default, so `Composio()` with no provider uses it. The loop is the same shape: call `handle_tool_calls` on each response, append the results as `tool` messages, and call the API again. See the [docs page](https://docs.composio.dev/docs/providers/openai) for the full example.
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## Links
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- OpenAI provider docs: https://docs.composio.dev/docs/providers/openai
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- Composio docs: https://docs.composio.dev
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