Created
April 9, 2026 09:17
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| import logging | |
| logging.basicConfig(level="DEBUG") | |
| 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-", | |
| base_url="https://dashscope-us.aliyuncs.com/compatible-mode/v1", | |
| ) | |
| messages = [{"role": "user", "content": "recite the gettsburg speech"}] | |
| import time | |
| begin = time.time() | |
| print("start", begin) | |
| completion = client.chat.completions.create( | |
| model="qwen3.5-flash", # 您可以按需更换为其它深度思考模型 | |
| temperature=1.0, | |
| messages=messages, | |
| stream=True, | |
| max_tokens=4096, | |
| stream_options= {'include_usage': True}, | |
| extra_body=dict( | |
| enable_thinking=False | |
| ), | |
| ) | |
| is_answering = False # 是否进入回复阶段 | |
| print("\n" + "=" * 20 + "思考过程" + "=" * 20) | |
| for chunk in completion: | |
| print("chunk time", time.time() - begin) | |
| #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) | |
| print("============", time.time() - begin) |
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