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Create app.py
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app.py
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import gradio as gr
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import openai
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# 设置 OpenAI API 密钥
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openai.api_key = "your-openai-api-key-here"
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# 定义 AI 响应函数
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def ai_response(message, chat_history):
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# 组合历史聊天记录和用户输入的信息
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conversation = [{"role": "system", "content": "You are a helpful assistant."}]
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for msg in chat_history:
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conversation.append({"role": msg['role'], "content": msg['message']})
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conversation.append({"role": "user", "content": message})
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# 请求 OpenAI 的 GPT-3.5 或 GPT-4 模型生成响应
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response = openai.ChatCompletion.create(
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model="gpt-4", # 可以根据需要选择不同的模型
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messages=conversation
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)
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# 获取模型的回答
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assistant_message = response['choices'][0]['message']['content']
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# 返回新的聊天记录
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chat_history.append({"role": "user", "message": message})
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chat_history.append({"role": "assistant", "message": assistant_message})
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return assistant_message, chat_history
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# 创建 Gradio ChatInterface
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chat_interface = gr.ChatInterface(fn=ai_response, live=True)
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# 启动 Gradio 应用
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chat_interface.launch()
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