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Varun1511/chatbot_evolution_submission

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App README

๐Ÿฉบ Multilingual Medical AI Assistant

๐Ÿ‘‹ Hello! This is my submission for the Chatbot Evolution Competition.

Meet our Multilingual Medical AI Assistant โ€“ a powerful multimodal AI system that can analyze medical images and interact with users via text and realistic voice, in both English and Hindi. ๐ŸŒ๐Ÿง ๐ŸŽค


๐Ÿ’ก What It Can Do

โœ… Analyze medical images (X-rays, scans, etc.) โœ… Understand voice input in Hindi and English โœ… Respond with text and voice output โœ… Give smart, LLM-powered insights โœ… Act as a virtual multilingual doctor assistant


๐Ÿง  Powered By

  • โ€”Groq API for blazing-fast LLM inference
  • โ€”Meta's LLaMA 3 Vision for text + image understanding
  • โ€”OpenAI Whisper for accurate speech-to-text
  • โ€”gTTS & ElevenLabs for voice generation
  • โ€”Gradio for a clean and interactive UI
  • โ€”deep_translator for translation between Hindi/English

โš™๏ธ Architecture Overview

  1. 1.Phase 1 โ€“ Brain of the Doctor โ†’ Groq + LLaMA 3 Vision processes both image and text
  1. 1.Phase 2 โ€“ Voice of the Patient โ†’ Whisper captures and transcribes Hindi/English speech
  1. 1.Phase 3 โ€“ Voice of the Doctor โ†’ gTTS + ElevenLabs generate natural, human-like responses
  1. 1.Phase 4 โ€“ User Interface โ†’ Built with Gradio โ€“ just speak, upload, and interact!

๐ŸŒ Why This Matters

๐Ÿ’ฌ Multilingual support is critical in healthcare, especially for rural populations in India and beyond. ๐Ÿง‘โ€โš•๏ธ This AI assistant bridges that gap by offering inclusive, accessible, and intelligent support โ€“ without the language barrier.


๐ŸŽฅ Demo

Click "Open in Spaces" to try it out live!

Upload a medical image and ask questions in your preferred language.

๐Ÿ“ฆ Installation (Local)

If you want to run this locally:

bash
git clone https://huggingface.co/spaces/your-username/medical-ai-assistant
cd medical-ai-assistant
pip install -r requirements.txt
python app.py