from openai import OpenAI import os client = OpenAI( # 如果没有配置环境变量,请用阿里云百炼API Key替换:api_key="sk-xxx" api_key="sk-a9440db694924559ae4ebdc2023d2b9a", base_url="https://dashscope.aliyuncs.com/compatible-mode/v1", ) messages = [{"role": "user", "content": "你是谁"}] completion = client.chat.completions.create( model="qwen-turbo", # 您可以按需更换为其它深度思考模型 messages=messages, extra_body={"enable_thinking": True}, stream=True ) is_answering = False # 是否进入回复阶段 print("\n" + "=" * 20 + "思考过程" + "=" * 20) for chunk in completion: delta = chunk.choices[0].delta if hasattr(delta, "reasoning_content") and delta.reasoning_content is not None: if not is_answering: print(delta.reasoning_content, end="", flush=True) if hasattr(delta, "content") and delta.content: if not is_answering: print("\n" + "=" * 20 + "完整回复" + "=" * 20) is_answering = True print(delta.content, end="", flush=True)