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- ---
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- title: VitDef
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- emoji: 💬
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- colorFrom: yellow
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- colorTo: purple
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- sdk: gradio
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- sdk_version: 5.0.1
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- app_file: app.py
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- pinned: false
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- ---
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-
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- An example chatbot using [Gradio](https://gradio.app), [`huggingface_hub`](https://huggingface.co/docs/huggingface_hub/v0.22.2/en/index), and the [Hugging Face Inference API](https://huggingface.co/docs/api-inference/index).
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # Blood Report Analyzer
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+
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+ ## Overview
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+ This application analyzes blood test reports to identify vitamin and mineral deficiencies, providing personalized recommendations based on Indian dietary and healthcare contexts.
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+
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+ ## Features
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+ - PDF and image analysis of blood test reports
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+ - Detection of common nutritional deficiencies
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+ - Severity assessment and personalized supplementation recommendations
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+ - Food recommendations (vegetarian and non-vegetarian options)
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+ - Lifestyle modification suggestions
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+ - Follow-up test recommendations
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+
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+ ## How to Use
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+ 1. **Enter your Google Gemini API Key**
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+ - Get a key from [Google AI Studio](https://ai.google.dev/)
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+
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+ 2. **Upload Your Blood Report**
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+ - PDF format is preferred (clearer results)
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+ - Image formats (JPG, PNG) are also supported
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+
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+ 3. **Enter Optional Patient Information**
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+ - For more personalized recommendations
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+
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+ 4. **Generate Supplement Plan**
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+ - Enter height, weight, and activity level
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+ - Get customized supplement dosage recommendations
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+
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+ ## Technical Details
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+ - Powered by Google's Gemini Pro and Gemini Pro Vision models
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+ - PDF text extraction using PyMuPDF
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+ - Image preprocessing for improved analysis
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+ - Structured analysis using medical reference ranges
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+
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+ ## Privacy
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+ - No data is stored on servers
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+ - Analysis is performed in real-time
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+ - API keys are used only for the current session
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+
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+ ## Disclaimer
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+ This tool is for informational purposes only and should not replace professional medical advice. Always consult with healthcare providers before making changes to your diet or supplementation regimen.