wehub-resource-sync
2.4 KiB
composio-openai
Adapts Composio tools to OpenAI function calling, for both the Responses API and the Chat Completions API.
Installation
pip install composio composio-openai openai
Set COMPOSIO_API_KEY (create one at https://dashboard.composio.dev/settings) and OPENAI_API_KEY in your environment.
Quickstart
This package exports two providers: OpenAIResponsesProvider for the Responses API 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.
import json
from openai import OpenAI
from composio import Composio
from composio_openai import OpenAIResponsesProvider
composio = Composio(provider=OpenAIResponsesProvider())
client = OpenAI()
# Create a session for your user
session = composio.create(user_id="user_123")
tools = session.tools()
response = client.responses.create(
model="gpt-5.2",
tools=tools,
input=[
{
"role": "user",
"content": "Send an email to john@example.com with the subject 'Hello' and body 'Hello from Composio!'"
}
]
)
# Agentic loop: keep executing tool calls until the model responds with text
while True:
tool_calls = [o for o in response.output if o.type == "function_call"]
if not tool_calls:
break
results = composio.provider.handle_tool_calls(response=response, user_id="user_123")
response = client.responses.create(
model="gpt-5.2",
tools=tools,
previous_response_id=response.id,
input=[
{"type": "function_call_output", "call_id": tool_calls[i].call_id, "output": json.dumps(result)}
for i, result in enumerate(results)
]
)
# Print final response
for item in response.output:
if item.type == "message":
print(item.content[0].text)
Chat Completions
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 for the full example.
Links
- OpenAI provider docs: https://docs.composio.dev/docs/providers/openai
- Composio docs: https://docs.composio.dev