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Update app.py
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app.py
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import os
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import gradio as gr
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# 手动设置 API 金钥
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os.environ["groq_key"] = "your_groq_api_key"
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# 确保 groq 套件已安装
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try:
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from groq import Groq
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except ImportError:
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os.system('pip install groq')
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from groq import Groq
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# 从环境变量中获取 API 金钥
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api_key = os.getenv("groq_key")
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if api_key is None:
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raise ValueError("API key is not set. Please set it in your environment variables with the name 'groq_key'.")
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# 初始化 Groq 客户端
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client = Groq(api_key=api_key)
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# 定义聊天机器人的响应函数
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def chatbot_response(messages):
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completion = client.chat.completions.create(
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model="llama3-8b-8192",
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messages=[
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{
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"role": "system",
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"content": "You are a corporate secretary who is skilled at drafting business emails. The prompt will feed you addressee, main message, and final greetings."
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}
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] + messages,
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temperature=1,
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max_tokens=1024,
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top_p=1,
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stream=True,
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stop=None,
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)
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response = ""
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for chunk in completion:
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response += chunk.choices[0].delta.content or ""
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return response
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# 使用 gradio 创建聊天机器人界面
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def respond(message, history):
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history.append({"role": "user", "content": message})
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bot_response = chatbot_response(history)
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history.append({"role": "assistant", "content": bot_response})
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return "", history
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# 初始化 Gradio 应用
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with gr.Blocks() as demo:
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chatbot = gr.Chatbot()
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msg = gr.Textbox()
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msg.submit(respond, [msg, chatbot], [msg, chatbot])
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# 运行应用程序
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if __name__ == "__main__":
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demo.launch(server_name="0.0.0.0", server_port=7860)
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