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import gradio as gr | |
import os | |
from openai import OpenAI | |
# 读取环境变量 | |
DASHSCOPE_API_KEY = os.getenv("DASHSCOPE_API_KEY") # 从环境变量读取 API Key | |
DASHSCOPE_API_URL = "https://dashscope.aliyuncs.com/compatible-mode/v1" | |
# 设置 DashScope API 客户端 | |
client = OpenAI( | |
api_key=DASHSCOPE_API_KEY, | |
base_url=DASHSCOPE_API_URL | |
) | |
# 定义对话函数 | |
def answer(question, history): | |
if history is None: | |
history = [] | |
# 将历史记录与用户输入合并 | |
messages = [{'role': 'user', 'content': question}] | |
# 向 DashScope API 发送请求 | |
try: | |
completion = client.chat.completions.create( | |
model="deepseek-r1", # 使用 DeepSeek-R1 模型 | |
messages=messages | |
) | |
# 获取思考过程与最终答案 | |
reasoning_content = completion.choices[0].message.get("reasoning_content", "没有思考过程") | |
bot_response = completion.choices[0].message["content"] | |
# 输出思考过程与最终答案(用于调试) | |
print("思考过程:", reasoning_content) | |
print("最终答案:", bot_response) | |
# 更新历史记录 | |
history.append({"role": "user", "content": question}) | |
history.append({"role": "assistant", "content": bot_response}) | |
return history, history | |
except Exception as e: | |
print("API 请求失败:", e) | |
return history, history # 返回空的 history | |
# 创建 Gradio 界面 | |
with gr.Blocks(css=""" | |
#chatbot { | |
height: 400px; | |
background-color: #f7f7f7; | |
border-radius: 10px; | |
padding: 20px; | |
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1); | |
} | |
.gradio-container { | |
background-color: #212121; | |
border-radius: 20px; | |
padding: 40px; | |
} | |
.gr-button { | |
background-color: #4CAF50; | |
color: white; | |
border-radius: 10px; | |
padding: 10px 20px; | |
border: none; | |
font-weight: bold; | |
} | |
.gr-button:hover { | |
background-color: #45a049; | |
} | |
.gr-chatbot { | |
font-family: 'Arial', sans-serif; | |
height: 400px; | |
} | |
.chatbot-message { | |
margin: 10px; | |
padding: 10px; | |
border-radius: 15px; | |
background-color: #e1f5fe; | |
} | |
.user-message { | |
background-color: #a5d6a7; | |
color: #ffffff; | |
} | |
.assistant-message { | |
background-color: #e3f2fd; | |
color: #000000; | |
} | |
input[type="text"] { | |
font-size: 16px; | |
border-radius: 10px; | |
padding: 10px; | |
width: 100%; | |
} | |
.gradio-container .gr-chatbot .overflow-y-auto { | |
max-height: 500px; | |
} | |
""") as demo: | |
chatbot = gr.Chatbot(elem_id="chatbot", type="messages") # 使用 Gradio 的聊天组件 | |
state = gr.State([]) | |
with gr.Row(): | |
txt = gr.Textbox(placeholder="请输入您的问题,并按回车发送", lines=1) | |
txt.submit(answer, [txt, state], [chatbot, state]) | |
demo.launch() |