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import gradio as gr |
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import numpy as np |
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import io |
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import base64 |
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import pathlib |
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import textwrap |
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import os |
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os.environ['PORT1'] = '8080' |
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from IPython.display import display |
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from IPython.display import Markdown |
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import google.generativeai as genai |
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from PIL import Image |
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from dotenv import load_dotenv |
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load_dotenv() |
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genai.configure(api_key=os.getenv("GOOGLE_API_KEY")) |
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def to_markdown(text): |
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text = text.replace('•', ' *') |
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return Markdown(textwrap.indent(text, '> ', predicate=lambda _: True)) |
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model = genai.GenerativeModel('gemini-2.5-pro') |
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def generate_aid(image): |
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response = model.generate_content(["Analyze the uploaded image to identify the condition or injury. " |
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"Do not provide any information outside of medical diagnosis, treatment, or first-aid steps. " |
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"Do not provide any general information, non-medical advice, or off-topic responses." |
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"Provide a detailed response in the following structured format: " |
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"Condition Detected: Name of the condition or injury (e.g., Minor Burn, Bruise, Infection). " |
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"Severity Level: Mild, Moderate, or Severe (based on visual analysis). " |
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"Symptoms Identified: List the symptoms visible in the image (e.g., redness, swelling, bruising). " |
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"Immediate First-Aid Steps:Provide clear and actionable steps to address the condition. " |
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"When to Seek Medical Help: Mention signs that require professional attention (e.g., severe pain, signs of infection). " |
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"Preventive Tips (Optional) Suggest ways to prevent similar injuries in the future. " |
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"End with a reminder: 'Consult a healthcare professional if symptoms worsen or persist.'", |
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image]) |
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return response.text |
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interface = gr.Interface(fn=generate_aid, |
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inputs=gr.Image(label="Upload or Capture Image", type="pil"), |
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outputs=gr.Textbox(label="QuickAid to the Rescue! 🚑",placeholder="Hang tight, your QuickAid guide is on its way..."), |
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title="QuickAid: Your Pocket First-Aid Companion", |
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description=("Please note that while the model works to offer the most accurate advice possible, the results may occasionally vary." |
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"To enhance accuracy, future updates will allow you to provide additional context such as age and highlight areas of concern in the image, A symptom checker and more user inputs will also be integrated to improve precision." |
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"For now, results might not be perfect, so it's always best to consult a healthcare professional if you're unsure or if symptoms persist."), |
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allow_flagging="never", |
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examples=["/content/B1.jpg", "/content/B2.jpg"]) |
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interface.launch(debug = True) |
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