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How to trans sdk output to chat completions #393

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Closed as not planned
@xgzlucario

Description

@xgzlucario

Question

This is my code to trans agent sdk events to fastapi response, but something wrong with tool_call(tool_call_item) and tool_call_output(tool_call_output_item), the frontend parse it error, is there something wrong about ny code? Or I need other way to do this?

@app.post("/v1/chat/completions")
async def chat_completions(body: ChatCompletionsBody) -> StreamingResponse:      
    print(body)
    
    msg_id = str(uuid.uuid4())
    created = int(time.time())
    system_fingerprint = "fp_3d5141a69a_prod0225"
    
    async def generate():
        result = Runner.run_streamed(
            search_agent,
            body.messages,
            run_config=RunConfig(model_provider=CUSTOM_MODEL_PROVIDER),
        )
        
        async for event in result.stream_events():
            if event.type == "raw_response_event" and isinstance(event.data, ResponseTextDeltaEvent):
                yield "data: " + json.dumps({
                    "id": msg_id,
                    "object": "chat.completion.chunk",
                    "created": created,
                    "model": body.model,
                    "system_fingerprint": system_fingerprint,
                    "choices": [{
                        "index": 0,
                        "delta": {"content": event.data.delta},
                        "finish_reason": None
                    }]
                }) + "\n\n"
                
            elif event.type == "agent_updated_stream_event":
                pass
            
            elif event.type == "run_item_stream_event":
                raw_item = event.item.raw_item
                
                if event.item.type == "tool_call_item":                   
                    if isinstance(raw_item, ResponseFunctionToolCall):
                        yield "data: " + json.dumps({
                            "id": msg_id,
                            "object": "chat.completion.chunk",
                            "created": created,
                            "model": body.model,
                            "system_fingerprint": system_fingerprint,
                            "choices": [{
                                "index": 0,
                                "delta": {
                                    "tool_calls": [{
                                        "index": 0,
                                        "id": raw_item.call_id,
                                        "function": {
                                            "name": raw_item.name,
                                            "arguments": raw_item.arguments
                                        },
                                        "type": "function"
                                    }]
                                },
                                "finish_reason": None
                            }]
                        }) + "\n\n"
                    
                elif event.item.type == "tool_call_output_item":
                    yield "data: " + json.dumps({
                        "id": msg_id,
                        "object": "chat.completion.chunk",
                        "created": created,
                        "model": body.model,
                        "system_fingerprint": system_fingerprint,
                        "choices": [{
                            "index": 0,
                            "delta": {"content": raw_item['output']},
                            "finish_reason": None
                        }]
                    }) + "\n\n"
                
        # finish
        yield "data: " + json.dumps({
            "id": msg_id,
            "object": "chat.completion.chunk",
            "created": created,
            "model": body.model,
            "system_fingerprint": system_fingerprint,
            "choices": [{"index": 0, "delta": {"content": ""}, "logprobs": None, "finish_reason": "stop"}]
        }) + "\n\n" 
        yield "data: [DONE]\n\n"
    
    return StreamingResponse(
        generate(),
        media_type="text/event-stream"
    )

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