Update app.py
Browse files
app.py
CHANGED
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@@ -1,182 +1,66 @@
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import gradio as gr
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from datetime import datetime
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#
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except ImportError:
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os.system('pip install notion-client')
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from notion_client import Client
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# Handle groq import
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try:
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from groq import Groq
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except ImportError:
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os.system('pip install groq')
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from groq import Groq
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# Initialize Groq client
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client = Groq(api_key=os.getenv('groq_key'))
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# Initialize Notion client
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notion = Client(auth=os.getenv('NOTION_API_KEY'))
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NOTION_DB_ID = os.getenv('NOTION_DB_ID')
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def log_to_notion(name, chinese_term="", user_input="", bot_response=""):
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"""Log interaction to Notion database"""
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try:
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notion.pages.create(
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parent={"database_id": NOTION_DB_ID},
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properties={
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"Name": {"title": [{"text": {"content": name}}]},
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"Timestamp": {"date": {"start": datetime.now().isoformat()}},
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"Chinese Term": {"rich_text": [{"text": {"content": chinese_term}}]},
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"User Input": {"rich_text": [{"text": {"content": user_input}}]},
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"Bot Response": {"rich_text": [{"text": {"content": bot_response}}]}
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}
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)
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except Exception as e:
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print(f"Error logging to Notion: {e}")
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def translate_to_english(name, word):
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"""Generate math-related English translation with bilingual explanation"""
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messages = [
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{
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"role": "system",
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"content": """你是一個數學翻譯專家。請用以下規則提供翻譯:
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格式規範:
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1. 文字和數學式必須在同一行,不得換行
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2. 在需要換行處使用 <br> 標記
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3. 所有數學式用 $$...$$ 包覆
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示例格式:
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對數是指若 $$b^y = x$$,則 $$y$$ 稱為 $$x$$ 以 $$b$$ 為底的對數,記為 $$\log_b x$$。<br>
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換底公式為 $$\log_a x = \frac{\log_c x}{\log_c a}$$。
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請按此格式提供:
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1. 英文翻譯:[列出數學相關的英文翻譯]<br>
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2. 中文解釋:[連貫的中文解釋,所有數學式與文字在同一行]<br>
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3. English Explanation:[連貫的英文解釋,所有數學式與文字在同一行]<br>
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4. 數學使用場景:[數學使用場景說明,公式與文字在同一行]<br>
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5. Mathematical Context:[英文場景說明,公式與文字在同一行]"""
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},
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{
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"role": "user",
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"content": f"請提供中文詞彙 '{word}' 在數學上的英文翻譯和詳細解釋。"
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}
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]
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completion = client.chat.completions.create(
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model="llama-3.3-70b-versatile",
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messages=messages,
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temperature=0.7,
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max_tokens=400,
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stream=False
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)
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response = completion.choices[0].message.content
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# Log to Notion
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log_to_notion(name=name, chinese_term=word, bot_response=response)
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return response
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def generate_example(name, word):
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"""Generate math-related example sentence for Chinese word"""
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messages = [
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{
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"role": "system",
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"content": """你是一個數學教師。請用以下規則提供例句:
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1. 英文例句:[寫出一個數學相關的英文例句]
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- 數學公式必須用 $$...$$ 包覆,並與文字在同一行
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- 例如:The solution of $$\log_2 x = 3$$ is $$x = 8$$<br>
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2. 中文翻譯:[該例句的中文翻譯]
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- 保持相同的 LaTeX 數學式格式,確保與文字在同一行
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- 例如:方程式 $$\log_2 x = 3$$ 的解為 $$x = 8$$<br>
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3. 句子解釋:[用中文解釋這個例句中的數學概念]
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- 所有數學符號和公式都需要用 LaTeX 格式,並與文字在同一行
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- 例如:因為 $$2^3 = 8$$,所以 $$\log_2 8 = 3$$<br>
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4. Sentence Explanation:[用英文重述上述解釋]
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- 保持相同的 LaTeX 數學式格式,確保與文字在同一行"""
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},
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{
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"role": "user",
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"content": f"請用中文詞彙 '{word}' 的英文翻譯造一個數學相關的例句。"
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}
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]
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)
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response = completion.choices[0].message.content
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# Log to Notion
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log_to_notion(name=name, chinese_term=word, bot_response=response)
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return response
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def chat_response(name, message, chat_history):
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"""Generate response for chatbot"""
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messages = [
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{
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"role": "system",
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"content": """你是一個高中數學老師,使用的語言是英文。學生用中文問妳任何字彙,你都可以告訴他那個中文對應的英文和例句,以及在數學上的可能用法以及數學例題和解法。
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格式要求:
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1. 所有數學公式都要用 LaTeX 格式書寫(使用 $$...$$ 符號包覆)
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2. 數學式必須與文字在同一行,中間使用 <br> 換行
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3. 變數使用 $$x$$, $$y$$, $$a$$, $$b$$ 等格式
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4. 運算符號使用 $$+$$, $$-$$, $$\times$$, $$\div$$ 等格式
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5. 分數使用 $$\frac{分子}{分母}$$ 格式
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6. 示範解題時,每個步驟的說明文字和數學式要在同一行
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示例格式:
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讓我們來看一道對數方程式:$$\log_2 x = 3$$<br>
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解題步驟:<br>
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1. 利用指數的定義:$$2^3 = x$$<br>
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2. 計算得到:$$x = 8$$<br>
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因此,方程式 $$\log_2 x = 3$$ 的解為 $$x = 8$$。"""
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}
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]
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for msg in chat_history:
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messages.append({"role": "user", "content": msg[0]})
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if msg[1]:
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messages.append({"role": "assistant", "content": msg[1]})
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response = chat_response(name, message, history)
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history.append((message, response))
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return "", history
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#
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custom_css = """
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.math-container .katex {
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font-size: 1.1em;
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.output-box {
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font-size: 1.1em;
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line-height: 2;
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}
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.title {
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text-align: center;
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}
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"""
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# Create Gradio interface
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with gr.Blocks(css=custom_css) as demo:
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gr.Markdown("# 雙語數學詞彙學習系統 | Bilingual Mathematics Learning System", elem_classes=["title"])
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# Add name input at the top
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name_input = gr.Textbox(
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label="請輸入您的名字 | Enter Your Name",
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placeholder="請輸入您的名字... | Please enter your name...",
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lines=1,
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elem_classes=["input-box"]
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)
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with gr.Tab("📚 單字英譯系統"):
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with gr.Row():
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word_input = gr.Textbox(
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label="請輸入中文詞彙 | Enter Chinese Term",
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placeholder="輸入中文詞彙(例如:向量、函數、極限)...",
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lines=1,
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elem_classes=["input-box"]
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)
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with gr.Row():
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translate_btn = gr.Button("🔄 英譯 | Translate", variant="primary")
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example_btn = gr.Button("📝 例句 | Example")
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output_text = gr.Markdown(
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label="翻譯結果 | Translation Result",
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value="翻譯結果將在這裡顯示... | Translation results will be displayed here...",
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elem_classes=["output-box", "math-container", "contains-math", "gradio-markdown"]
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)
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translate_btn.click(translate_to_english, inputs=[name_input, word_input], outputs=output_text)
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example_btn.click(generate_example, inputs=[name_input, word_input], outputs=output_text)
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with gr.Tab("💬 數學對話系統"):
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chatbot = gr.Chatbot(
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[],
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elem_id="chatbot",
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bubble_full_width=False,
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avatar_images=("👨🎓", "👨🏫"),
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elem_classes=["math-container", "contains-math"]
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)
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msg = gr.Textbox(
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label="發送訊息 | Send Message",
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placeholder="請輸入您的問題... | Enter your question...",
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show_label=False,
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elem_classes=["input-box"]
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)
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clear = gr.ClearButton([msg, chatbot], value="🗑️ 清除對話 | Clear Chat")
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msg.submit(respond, [name_input, msg, chatbot], [msg, chatbot])
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if __name__ == "__main__":
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demo.launch()
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# [Previous imports and function definitions remain the same...]
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# Create Gradio interface
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with gr.Blocks(css=custom_css) as demo:
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gr.Markdown("# 雙語數學詞彙學習系統 | Bilingual Mathematics Learning System", elem_classes=["title"])
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# Add name input at the top
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name_input = gr.Textbox(
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label="請輸入您的名字 | Enter Your Name",
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placeholder="請輸入您的名字... | Please enter your name...",
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lines=1,
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elem_classes=["input-box"]
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)
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with gr.Tab("📚 單字英譯系統"):
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with gr.Row():
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word_input = gr.Textbox(
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label="請輸入中文詞彙 | Enter Chinese Term",
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placeholder="輸入中文詞彙(例如:向量、函數、極限)...",
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lines=1,
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elem_classes=["input-box"]
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)
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with gr.Row():
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with gr.Column(scale=1):
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translate_btn = gr.Button("🔄 英譯 | Translate", variant="primary", size="lg")
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translate_output = gr.Markdown(
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label="英譯結果 | Translation Result",
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value="英譯結果將在這裡顯示... | Translation results will be displayed here...",
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elem_classes=["output-box", "math-container", "contains-math", "gradio-markdown"]
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)
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with gr.Column(scale=1):
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example_btn = gr.Button("📝 例句 | Example", size="lg")
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example_output = gr.Markdown(
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label="例句結果 | Example Result",
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value="例句結果將在這裡顯示... | Example results will be displayed here...",
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elem_classes=["output-box", "math-container", "contains-math", "gradio-markdown"]
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)
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+
translate_btn.click(translate_to_english, inputs=[name_input, word_input], outputs=translate_output)
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| 42 |
+
example_btn.click(generate_example, inputs=[name_input, word_input], outputs=example_output)
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| 43 |
|
| 44 |
+
with gr.Tab("💬 數學對話系統"):
|
| 45 |
+
chatbot = gr.Chatbot(
|
| 46 |
+
[],
|
| 47 |
+
elem_id="chatbot",
|
| 48 |
+
bubble_full_width=False,
|
| 49 |
+
avatar_images=("👨🎓", "👨🏫"),
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| 50 |
+
elem_classes=["math-container", "contains-math"]
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| 51 |
+
)
|
| 52 |
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| 53 |
+
msg = gr.Textbox(
|
| 54 |
+
label="發送訊息 | Send Message",
|
| 55 |
+
placeholder="請輸入您的問題... | Enter your question...",
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| 56 |
+
show_label=False,
|
| 57 |
+
elem_classes=["input-box"]
|
| 58 |
+
)
|
| 59 |
|
| 60 |
+
clear = gr.ClearButton([msg, chatbot], value="🗑️ 清除對話 | Clear Chat")
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| 61 |
+
msg.submit(respond, [name_input, msg, chatbot], [msg, chatbot])
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| 62 |
|
| 63 |
+
# Update custom CSS to style the new layout
|
| 64 |
custom_css = """
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| 65 |
.math-container .katex {
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| 66 |
font-size: 1.1em;
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| 73 |
.output-box {
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| 74 |
font-size: 1.1em;
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| 75 |
line-height: 2;
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| 76 |
+
min-height: 200px;
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| 77 |
+
padding: 1em;
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| 78 |
+
border: 1px solid #e2e8f0;
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| 79 |
+
border-radius: 8px;
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| 80 |
+
margin-top: 1em;
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| 81 |
}
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| 82 |
.title {
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| 83 |
text-align: center;
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| 114 |
}
|
| 115 |
"""
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| 116 |
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|
| 117 |
if __name__ == "__main__":
|
| 118 |
demo.launch()
|