DeepSeek
探索未至之境

# 1. 导入 OpenAI 官方 SDK (零学习成本无缝迁移)
from openai import OpenAI

# 2. 初始化 DeepSeek api开放平台 客户端
client = OpenAI(
    api_key="sk-deepseek-your-access-token",
    base_url="https://api.deepseek.com"  # 官方加速接口
)

# 3. 发起纯强化学习深度推理请求
response = client.chat.completions.create(
    model="deepseek-reasoner",  # DeepSeek-R1 满血推理模型
    messages=[
        {"role": "system", "content": "你是一个精通逻辑证明与系统架构的严谨助手。"},
        {"role": "user", "content": "请用反证法证明素数有无穷多个，并解析其中关键步骤。"}
    ],
    stream=True  # 开启实时流式传输
)

# 4. 实时捕获思考链 (Reasoning Content) 与最终回答
for chunk in response:
    # 获取思维链推演片段
    reasoning = chunk.choices[0].delta.reasoning_content
    if reasoning:
        print(reasoning, end="", flush=True)

    # 获取正式输出
    content = chunk.choices[0].delta.content
    if content:
        print(content, end="", flush=True)