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Create app.py
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app.py
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| 1 |
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import gradio as gr
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from groq import Groq
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from twilio.rest import Client
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import base64
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import io
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from PIL import Image
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# Groq API 設定
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GROQ_API_KEY = "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"
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# Twilio 設定
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TWILIO_ACCOUNT_SID = "ACd7f840e0ea441d49885b4ab7a8828c46"
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TWILIO_AUTH_TOKEN = "b3f7af530024eb7bf68e3576f5fe3ad7"
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TWILIO_FROM_NUMBER = "+17623355728"
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def encode_image(image):
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"""將 PIL Image 轉換為 base64 編碼"""
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buffered = io.BytesIO()
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image.save(buffered, format="JPEG")
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return base64.b64encode(buffered.getvalue()).decode("utf-8")
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def analyze_image(image):
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"""使用 Groq API 分析圖片"""
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try:
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# 初始化 Groq 客戶端
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client = Groq(api_key=GROQ_API_KEY)
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# 編碼圖片
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base64_image = encode_image(image)
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image_content = {
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"type": "image_url",
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"image_url": {"url": f"data:image/jpeg;base64,{base64_image}"}
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}
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# 發送請求到 Groq
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completion = client.chat.completions.create(
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model="meta-llama/llama-4-scout-17b-16e-instruct",
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messages=[{
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"role": "user",
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"content": [
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{
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"type": "text",
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"text": "解釋圖片的內容,10個字說明,使用繁體中文。"
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},
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image_content
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]
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}],
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temperature=1,
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max_completion_tokens=512,
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top_p=1,
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stream=False,
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stop=None,
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)
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return completion.choices[0].message.content
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except Exception as e:
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return f"圖片分析失敗:{str(e)}"
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def send_sms(phone_number, message_body):
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"""使用 Twilio 發送 SMS"""
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try:
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# 初始化 Twilio 客戶端
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client = Client(TWILIO_ACCOUNT_SID, TWILIO_AUTH_TOKEN)
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# 發送訊息
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message = client.messages.create(
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from_=TWILIO_FROM_NUMBER,
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to=phone_number,
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body=message_body
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)
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return f"訊息發送成功!訊息 ID: {message.sid}"
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except Exception as e:
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return f"訊息發送失敗:{str(e)}"
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def process_image_and_sms(image, phone_number, custom_message):
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"""主要處理函數:分析圖片並發送 SMS"""
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if image is None:
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return "請上傳圖片", ""
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if not phone_number:
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return "請輸入手機號碼", ""
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# 分析圖片
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analysis_result = analyze_image(image)
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# 準備要發送的訊息
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if custom_message:
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# 如果有自訂訊息,使用自訂訊息
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sms_body = custom_message
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else:
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# 如果沒有自訂訊息,使用圖片分析結果
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sms_body = f"圖片分析結果:{analysis_result}"
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# 發送 SMS
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sms_result = send_sms(phone_number, sms_body)
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return analysis_result, sms_result
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# 創建 Gradio 介面
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with gr.Blocks(title="圖片分析與SMS發送應用") as demo:
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gr.Markdown("# 圖片分析與SMS發送應用")
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gr.Markdown("上傳圖片進行AI分析,並可選擇發送結果或自訂訊息到指定手機號碼")
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with gr.Row():
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with gr.Column():
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# 輸入區域
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image_input = gr.Image(
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type="pil",
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label="上傳圖片"
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)
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phone_input = gr.Textbox(
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label="手機號碼",
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placeholder="例如:+886919017732",
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info="請輸入完整的國際格式手機號碼"
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)
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message_input = gr.Textbox(
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label="自訂訊息(選填)",
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placeholder="如果留空,將發送圖片分析結果",
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lines=3
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)
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# 按鈕
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analyze_btn = gr.Button("分析圖片", variant="secondary")
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send_btn = gr.Button("分析並發送SMS", variant="primary")
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with gr.Column():
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# 輸出區域
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analysis_output = gr.Textbox(
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label="圖片分析結果",
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lines=4,
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interactive=False
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)
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sms_output = gr.Textbox(
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label="SMS發送狀態",
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lines=2,
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interactive=False
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)
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# 只分析圖片(不發送SMS)
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analyze_btn.click(
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fn=lambda img: analyze_image(img) if img else "請上傳圖片",
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inputs=[image_input],
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outputs=[analysis_output]
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)
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| 148 |
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# 分析圖片並發送SMS
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send_btn.click(
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fn=process_image_and_sms,
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inputs=[image_input, phone_input, message_input],
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| 153 |
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outputs=[analysis_output, sms_output]
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)
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# 使用範例
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gr.Markdown("""
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## 使用說明:
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| 159 |
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1. **上傳圖片**:點擊圖片區域上傳要分析的圖片
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| 160 |
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2. **輸入手機號碼**:輸入接收SMS的手機號碼(國際格式,如 +886919017732)
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| 161 |
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3. **選擇操作**:
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| 162 |
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- 點擊「分析圖片」只進行圖片分析
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| 163 |
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- 點擊「分析並發送SMS」會分析圖片並發送結果到指定手機
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| 164 |
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4. **自訂訊息**:如果想發送自訂內容而非圖片分析結果,可在自訂訊息欄位輸入
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| 165 |
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| 166 |
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## 注意事項:
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| 167 |
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- 請確保手機號碼格式正確(包含國碼)
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| 168 |
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- 圖片分析使用 Groq 的 Llama 模型
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| 169 |
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- SMS 發送使用 Twilio 服務
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| 170 |
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""")
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# 啟動應用
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| 173 |
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if __name__ == "__main__":
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demo.launch(
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share=True, # 設為 True 可獲得公開連結
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server_name="0.0.0.0", # 允許外部連接
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server_port=7860 # 指定端口
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)
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