Medorc — Healthcare Data Orchestration Platform

Welcome to the official GitHub Organization repository for Medorc.

Medorc is a digital-twin-driven healthcare platform designed for real-time health data orchestration, medical records management, and AI-powered clinical decision support across patients, doctors, hospitals, and external partner organizations.

• Web Application (Frontend): https://medorc-frontend.vercel.app
• API Server (Backend): https://medorc-backend.onrender.com
• AI Chatbot Service (ORBY): https://medorc-orby-chatbot.onrender.com
• Project Demo Video: Watch Demo Video on LinkedIn

The Medorc platform routes frontend client interactions securely through Node.js API endpoints (/api/v1/orby/chat) to RASA NLU and PostgreSQL databases with automatic intent fallback.

• Frontend (Vercel): React 18, Vite, Tailwind CSS, Framer Motion, Lucide Icons, Axios, React Toastify.
• Backend (Render): Node.js, Express, TypeScript, Prisma ORM 6, Multer, Cloudinary SDK, JWT Authentication.
• Database (Neon.tech): Serverless Cloud PostgreSQL Database.
• AI / NLP Chatbot (Render Docker): RASA Open Source framework, Python 3.10, FastAPI, Docker Container.
• Cloud Storage (Cloudinary): Prescriptions, Lab Report PDFs, Discharge Summaries, Profile Avatars.

• Title: Medorc: A Digital-Twin-Driven Framework for Real-Time Health Data Orchestration and Decision Support
• IEEE Xplore Publication: https://ieeexplore.ieee.org/document/11570546
• Presented at: 7th International Conference on Intelligent Computing and Research Applications (ICIRCA 2026)
• Authors:
  • P. Dhivya
  • J. Ilakkiyan
  • E. Manikandan
  • A. Joseph Abraham

• Node.js (v18 or higher)
• npm (v9 or higher)
• Python 3.10 (for Chatbot service)
• PostgreSQL Database connection string

# Clone Frontend
git clone https://github.com/Medorc/medorc-frontend.git

# Clone Backend
git clone https://github.com/Medorc/medorc-backend.git

# Clone Chatbot
git clone https://github.com/Medorc/medorc-orby-chatbot.git

Refer to .env.example in each repository:

Backend (medorc-backend/.env):

PORT=3000
DATABASE_URL=postgresql://username:password@localhost:5432/medorcdb?sslmode=require
JWT_SECRET=your_jwt_secret
CORS_ORIGIN=http://localhost:5173
CLOUDINARY_CLOUD_NAME=your_cloud_name
CLOUDINARY_API_KEY=your_api_key
CLOUDINARY_API_SECRET=your_api_secret
RASA_URL=http://localhost:5005

Frontend (medorc-frontend/.env):

VITE_BACKEND_URL=http://localhost:3000
VITE_RASA_URL=http://localhost:5005
VITE_CLOUDINARY_CLOUD_NAME=your_cloud_name
VITE_CLOUDINARY_UPLOAD_PRESET=Medorc

cd medorc-backend
npm install
npx prisma db push
npx prisma generate
npm run dev

cd medorc-frontend
npm install
npm run dev

• Never commit .env files or hardcoded database connection strings.
• Always keep secrets server-side; client-side environment variables must start with VITE_ and contain non-sensitive configurations only.
• Ensure .gitignore ignores all local configuration artifacts.

This repository and associated Medorc sub-projects are maintained under the Medorc GitHub Organization. Refer to individual repository LICENSE files for specific licensing rights.