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Update app.py
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app.py
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import gradio as gr
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import os
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from groq import Groq
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from gradio import ChatMessage
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# 從環境變數中獲取 API 密鑰
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api_key = os.getenv("groq_key")
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# 初始化 groq 客戶端
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client = Groq(api_key)
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# 定義回應函數
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def respond(message, chat_history):
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# 構建聊天記錄
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messages = [{"role": "system", "content": "你是一個友善的 AI 助手,請幫助使用者解答問題。"}]
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for entry in chat_history:
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messages.append({"role": "user", "content": entry['content']} if entry['role'] == 'user' else {"role": "assistant", "content": entry['content']})
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# 添加當前用戶消息
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messages.append({"role": "user", "content": message})
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# 獲取回應
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completion = client.chat.completions.create(
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model="llama-3.1-70b-versatile",
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messages=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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reply = ""
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for chunk in completion:
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reply += chunk.choices[0].delta.content or ""
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# 添加當前回應到聊天記錄
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chat_history.append(ChatMessage(role="user", content=message))
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chat_history.append(ChatMessage(role="assistant", content=reply))
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return chat_history
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# 創建 Gradio Chatbot 界面
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with gr.Blocks() as demo:
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chatbot = gr.Chatbot(type='messages')
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msg = gr.Textbox(label="輸入訊息")
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clear = gr.Button("清除聊天")
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def user(user_message, history):
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return "", history + [ChatMessage(role="user", content=user_message)]
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def bot(history):
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user_message = history[-1]['content']
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history = respond(user_message, history[:-1])
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return history
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msg.submit(user, [msg, chatbot], [msg, chatbot], queue=False).then(
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bot, chatbot, chatbot
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)
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clear.click(lambda: [], None, chatbot, queue=False)
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demo.launch()
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