Create app.py
Browse files
app.py
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import google.generativeai as genai
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import gradio as gr
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import os
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from PIL import Image
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import io
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import tempfile
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# --- 1. Configure API Key ---
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GOOGLE_API_KEY = os.getenv('GOOGLE_API_KEY')
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if not GOOGLE_API_KEY:
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raise ValueError("API key not found. Please set it in Hugging Face Secrets.")
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genai.configure(api_key=GOOGLE_API_KEY)
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# --- 2. System Prompt (Same as before) ---
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SYSTEM_PROMPT = """
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[Your entire SYSTEM_PROMPT content goes here exactly as you have it]
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"""
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# --- 3. Initialize the Gemini Model ---
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model = genai.GenerativeModel(
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model_name='gemini-1.5-flash-latest',
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system_instruction=SYSTEM_PROMPT,
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safety_settings={
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'HARM_CATEGORY_HARASSMENT': 'BLOCK_MEDIUM_AND_ABOVE',
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'HARM_CATEGORY_HATE_SPEECH': 'BLOCK_MEDIUM_AND_ABOVE',
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'HARM_CATEGORY_SEXUALLY_EXPLICIT': 'BLOCK_MEDIUM_AND_ABOVE',
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'HARM_CATEGORY_DANGEROUS_CONTENT': 'BLOCK_MEDIUM_AND_ABOVE',
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}
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)
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# --- 4. Chat Function (Same as before) ---
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def dia_buddy_chat(message_text, history, image_input):
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[Your entire dia_buddy_chat function goes here exactly as you have it]
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# --- 5. Create Gradio Interface (Modified for Hugging Face) ---
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with gr.Blocks(theme="gradio/soft") as iface:
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gr.Markdown(
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"""
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# DiaBuddy - T1D Support Assistant 🩺
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[Your markdown content goes here]
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"""
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)
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chatbot = gr.Chatbot([], elem_id="chatbot", height=600)
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with gr.Row():
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image_box = gr.Image(type="pil", label="Upload Food Image (Optional)")
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with gr.Row():
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text_box = gr.Textbox(
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label="Type your message or question here:",
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placeholder="Ask about T1D...",
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container=False,
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scale=7
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)
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submit_btn = gr.Button("Send", variant="primary", scale=1)
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def handle_submit(message, history, image):
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bot_response = dia_buddy_chat(message, history, image)
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return "", history + [[message, bot_response]], None
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text_box.submit(
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handle_submit,
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inputs=[text_box, chatbot, image_box],
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outputs=[text_box, chatbot, image_box]
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)
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submit_btn.click(
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handle_submit,
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inputs=[text_box, chatbot, image_box],
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outputs=[text_box, chatbot, image_box]
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)
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gr.Examples(
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examples=[
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["What are the common symptoms of Type 1 Diabetes?", None],
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["Can you explain carb counting for T1D?", None],
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[("My BG is 280 mg/dL, I ate 35g carbs. My ICR is 15, ISF is 50, and "
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"target BG is 100 mg/dL. Can you show me an illustrative calculation?"), None],
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["My TDD is 30 units. How can I estimate my ICR using the rule of 400?", None]
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],
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inputs=[text_box, image_box]
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)
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iface.launch()
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