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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 os
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import json
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import requests
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from typing import List, Dict
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# 環境變數設置
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XAI_API_KEY = os.getenv("XAI_API_KEY")
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if not XAI_API_KEY:
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raise ValueError("Please set XAI_API_KEY environment variable")
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def call_grok_api(messages: List[Dict]) -> str:
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"""調用Grok API"""
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headers = {
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"Content-Type": "application/json",
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"Authorization": f"Bearer {XAI_API_KEY}"
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}
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data = {
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"messages": messages,
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"model": "grok-beta",
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"stream": False,
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"temperature": 0.7 # 可以調整此值來控制回答的創造性
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}
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try:
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response = requests.post(
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"https://api.x.ai/v1/chat/completions",
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headers=headers,
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json=data
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)
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response.raise_for_status()
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return response.json()["choices"][0]["message"]["content"]
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except requests.exceptions.RequestException as e:
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return f"Error calling Grok API: {str(e)}"
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def format_history(history: List[Dict]) -> List[Dict]:
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"""將Gradio的歷史記錄格式化為Grok API需要的格式"""
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formatted_messages = [
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{
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"role": "system",
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"content": "You are Grok, a chatbot inspired by the Hitchhikers Guide to the Galaxy."
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}
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]
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for msg in history:
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formatted_messages.append({
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"role": "user" if msg["role"] == "user" else "assistant",
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"content": msg["content"]
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})
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return formatted_messages
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def respond(message: str, history: List[Dict]) -> Dict:
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"""處理用戶輸入並生成回應"""
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history.append({"role": "user", "content": message})
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# 格式化消息歷史
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formatted_history = format_history(history)
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# 獲取Grok的回應
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response = call_grok_api(formatted_history)
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# 添加助手回應到歷史記錄
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history.append({"role": "assistant", "content": response})
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return history
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# 創建Gradio界面
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with gr.Blocks() as demo:
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gr.Markdown("""
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# Grok Chatbot
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與Elon Musk的Grok AI聊天!這個聊天機器人使用了xAI的Grok API。
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""")
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chatbot = gr.Chatbot(
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value=[],
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bubble_full_width=False,
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avatar_images=(None, "🤖"),
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height=500
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)
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msg = gr.Textbox(
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placeholder="輸入訊息...",
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container=False,
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scale=7
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)
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clear = gr.ClearButton([msg, chatbot], variant="secondary", scale=1)
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msg.submit(respond, [msg, chatbot], [chatbot], api_name="chat")
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demo.queue()
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# 啟動應用
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if __name__ == "__main__":
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demo.launch()
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