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MedGen AI!

MedGen AI - Empowering Medical Professionals through Generative AI

MedGen AI Logo

UserID: user@gmail.com
Password: user@gmail.com
AdminID: admin@gmail.com
Password: admin@gmail.com


Problem it Solves

  • Symptom checker with 2d Avatar and conversation
  • Query with MEdical documents and make it faster
  • Essential summaries and assistance through Generative AI Chatbots.
  • Efficient medical education planning and curriculum preparation with detailed nuances.
  • Empowering publishing and creator space for medical content generation for blogs, videos with copyright-free assets.

AI Features of MedGen AI

  • Summarization, PDF chat with Langchain, Curated guides from Generative AI.
  • Create templates and generate content from fine-tuned LLMs for specific medical domains.
  • Transcript generation for medical videos with maximum accuracy.
  • Speech Synthesis with human tones.
  • Royalty-free high-quality image generation with positive and negative prompting.
  • User profile creation with subscription plans.

Basic Features

  • Book appointments, access medical resources, and explore various healthcare services.
  • Explore various categories of medical facilities and healthcare professionals.
  • Search and get curated results based on ratings, price aggregators.
  • Apply various filters to get the desired medical services.

PoC UI - MedGen AI Web App

UI Sample 1

Technology Used

  • React, JavaScript
  • HTML, CSS, Bootstrap
  • PHP, Laravel Blade
  • MySQL, Firebase
  • Azure Voice, Whisper
  • SST TTS, GCP
  • Gradio LLM Llama 7B
  • Stable Diffusion DALL-E
  • Hugging Face API

Challenges We Faced

  • Engaging UI design for MedGen AI.
  • Integration of fine-tuned custom LLM models.
  • Prompt engineering to control responses.
  • Integrating multimodal features into one platform.
  • Database design to handle all medical assets.
  • Providing enterprise features for shared workspace.
  • Gathering data for medical categories like hospitals, clinics, specialties, etc.
  • Building a database for coordinates (latitude and longitude) of medical facilities.
  • Fetching medical reviews and ratings.
  • Planning searching parameters.
  • Integrating multiple 3rd-party services like maps, booking sites.

Proposed Enhancements

  • Create a pipeline between vendors and MedGen AI.
  • Integrate appointment booking features.
  • Implement live in-app medical events.
  • Support for connecting chains of healthcare institutions.

Installation of Project

Prerequisites

  • PHP v8.1, PHP Mbstring Extension, PHP PDO Extension, PHP FileInfo Extension, PHP JSON Extension, PHP CURL Extension, PHP ZipArchive Extension, PHP symlink() function, PHP shell_exec() function, PHP file_get_contents() function.

Setup

  • Set up Wamp or Xampp Server for Windows, LAMP Server for Linux, or MAMP for Mac.
  • Zip and upload the contents of the GitHub project to the root directory of your hosting server.
  • Create a MySQL database and a user for access.
  • Open .env.example, add necessary details, and rename it to .env.
  • Import .sql content into phpMyAdmin.

Boom! Now you can access your MedGen AI with credentials user@gmail.com and user@gmail.com.


Contributors

  • Aman Gupta
  • Shashank Kumar
  • Prarthana Agrawal

Built with ❤️ by Team C.O.D.E at Code-O-Fiesta 2.0 | ITS Engineering College

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  • Blade 51.1%
  • SCSS 22.9%
  • PHP 22.2%
  • JavaScript 3.8%