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Update app.py
Browse files
app.py
CHANGED
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@@ -8,30 +8,58 @@ client = OpenAI(
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api_key=os.getenv("OPENROUTER_API_KEY"),
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)
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#
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try:
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response = client.chat.completions.create(
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model="mistralai/mistral-small-3.1-24b-instruct:free",
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messages=[
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{
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],
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extra_headers={
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"HTTP-Referer": "https://your-education-workshop.com",
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"X-Title": "AI Chatbot
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},
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max_tokens=
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)
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reply = response.choices[0].message.content
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return reply.strip()
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except Exception as e:
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return f"發生錯誤:{str(e)}"
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# Gradio Web App
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gr.ChatInterface(
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fn=chatbot_reply,
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title="校園小老師 Chatbot",
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).launch()
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api_key=os.getenv("OPENROUTER_API_KEY"),
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)
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# 自訂知識庫(key = 主題關鍵字, value = 資料內容)
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knowledge_base = {
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"午餐": "我們學校提供兩輪午餐時間。第一輪是12:15-12:45,第二輪是12:45-13:15。菜單每週更新,可在校網查閱。",
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"課外活動": "我們的課外活動包括足球、籃球、辯論、機械人編程等,活動時間是放學後 3:30 至 5:00。",
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"圖書館": "圖書館平日開放時間為早上8:30至下午4:30。借書需使用學生證,每次最多借3本,期限為兩週。",
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"校車": "校車每日早上7:30從主要地鐵站出發,下午放學後15分鐘內發車,請準時到指定上車地點。",
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}
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# 根據輸入問題比對知識庫,回傳對應資料串成 prompt
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def search_kb(question: str) -> str:
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matched_info = []
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for keyword, content in knowledge_base.items():
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if keyword in question:
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matched_info.append(f"{keyword}:{content}")
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if matched_info:
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return "以下是你可能需要的學校資料:\n" + "\n".join(matched_info)
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else:
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return "找不到相關資料,請直接由 Chatbot 回答。"
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# Chatbot 回覆邏輯:將知識庫資訊加入 system prompt
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def chatbot_reply(user_input, history=None):
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kb_prompt = search_kb(user_input)
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try:
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response = client.chat.completions.create(
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model="mistralai/mistral-small-3.1-24b-instruct:free",
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messages=[
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{
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"role": "system",
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"content": f"你是一位校園小老師,根據以下學校資料回答問題:\n{kb_prompt}"
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},
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{
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"role": "user",
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"content": user_input
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}
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],
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extra_headers={
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"HTTP-Referer": "https://your-education-workshop.com",
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"X-Title": "AI Chatbot with Knowledge Base",
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},
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max_tokens=300
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)
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reply = response.choices[0].message.content
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return reply.strip()
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except Exception as e:
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return f"發生錯誤:{str(e)}"
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# Gradio Web Chat App
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gr.ChatInterface(
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fn=chatbot_reply,
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title="校園小老師 Chatbot (知識庫版)",
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description="請輸入關於學校生活的問題(如:課外活動、午餐、圖書館、校車),AI 小老師會回答你!",
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theme="soft"
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).launch()
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