HiveBridge

Democratizing Collaborative AI in Healthcare

HiveBridge is an open-source platform designed to facilitate the development and deployment of AI models in healthcare settings. By leveraging federated learning, HiveBridge enables multiple institutions to collaboratively train models without sharing sensitive data, ensuring privacy and compliance with data protection regulations.

🚀 Features

• Federated Learning Infrastructure: Train AI models across decentralized data sources without transferring raw data.
• Privacy-Preserving Mechanisms: Incorporates differential privacy and secure aggregation techniques.
• Low-Code Workflow Builder: Simplify the creation of machine learning pipelines with a user-friendly interface.
• Scalable Architecture: Built with modern technologies to ensure scalability and maintainability.

🏗️ Project Structure

The HiveBridge project is organized as follows:

HiveBridge/
├── src/                    # Core application source code
│   ├── app                 # Main application logic and features
│   ├── config              # Environment and configuration files
│   ├── server              # Entry point and server setup
│   └── index.ts            # Root bootstrap file
├── spec/                   # Test specifications and mocks
├── types/                  # TypeScript type definitions
├── .env.test               # Environment variables for testing
├── .gitignore              # Git ignore rules
├── .nvmrc                  # Node version manager configuration
├── .prettierignore         # Prettier ignore rules
├── .prettierrc             # Prettier configuration
├── CODE_CONVENTIONS.md     # Coding standards and conventions
├── LICENSE                 # Project license
├── README.md               # Project documentation
├── eslint.config.js        # ESLint configuration
├── jest.config.js          # Jest testing framework configuration
├── package.json            # NPM package configuration
└── tsconfig.json           # TypeScript compiler configuration

🧰 Developer Stack & Tooling

HiveBridge is built with modern, developer-friendly tools to support efficient, scalable, and maintainable development:

• Parse Server Integration Backend-as-a-service for managing authentication, roles, and real-time data.

• TypeScript Strongly typed codebase with support for both frontend and backend development.

• Jest Testing framework for unit, integration, and end-to-end testing.

• ESLint & Prettier Code linting and formatting for consistent and clean code style.

• Nodemon Automatic server restarts during development for rapid iteration.

• Comprehensive Documentation Clear project documentation including architecture, usage, and contribution guidelines.

• Node.js Version Management with nvm .nvmrc ensures consistent Node.js versions across development environments.

🛠️ Getting Started

Prerequisites

• Node.js (v22.0.0 or higher)
• npm (v6 or higher)
• MongoDB (for Parse Server)
• nvm (Node Version Manager)

Installation

1. Clone the repository:

   git clone https://github.com/Yumcoder-dev/HiveBridge.git
   cd HiveBridge

2. Install dependencies:

   npm install

3. Set up environment variables:

   Create a .env file in the root directory and configure the necessary environment variables. Refer to .env.test for example configurations.

4. Start the development server:

   npm run dev

🧪 Running Tests

HiveBridge uses Jest for testing. To run the test suite:

npm test

📄 Documentation

• Code Conventions: Refer to CODE_CONVENTIONS for coding standards and best practices.
• API Documentation: [Coming Soon]
• Deployment Guide: [Coming Soon]

🤝 Contributing

Contributions are welcome! Please fork the repository and submit a pull request for any enhancements or bug fixes. Ensure that your code adheres to the project's coding standards and includes appropriate tests.

📄 License

This project is licensed under the MIT License. See the LICENSE file for details.

📬 Contact

For questions or collaboration inquiries:

• Email: omid.jn@gmail.com
• GitHub: Yumcoder-dev