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Create app.py
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app.py
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import os
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from openai import OpenAI
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import gradio as gr
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from gradio import ChatInterface
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# 設定 OpenAI API key - 從環境變數獲取
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client = OpenAI(api_key=os.environ['OPENAI_API_KEY'])
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def predict(inputs, chatbot):
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messages = []
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# 建立對話歷史
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for conv in chatbot:
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messages.append({"role": "user", "content": conv[0]})
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messages.append({"role": "assistant", "content": conv[1]})
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# 加入新的用戶輸入
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messages.append({"role": "user", "content": inputs})
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try:
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# 建立 ChatCompletion 請求
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stream = client.chat.completions.create(
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model='gpt-4', # 確保您有權限使用 gpt-4
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messages=messages,
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temperature=1.0,
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stream=True,
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)
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partial_message = ""
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for chunk in stream:
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if chunk.choices[0].delta.content is not None:
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content = chunk.choices[0].delta.content
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partial_message += content
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yield partial_message
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except Exception as e:
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yield f"發生錯誤: {str(e)}"
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# 創建和啟動聊天界面
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chat_interface = gr.ChatInterface(
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predict,
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chatbot=gr.Chatbot(),
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title="AI 聊天助手",
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description="請輸入您的問題",
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)
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if __name__ == "__main__":
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chat_interface.launch()
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