GitHub Repository Search

An interactive UI for searching GitHub repositories with machine learning-powered analysis.

Introduction and Purpose 🚀

This project simplifies searching for GitHub repositories by providing a fast, intuitive interface with advanced filtering and real-time results. It addresses the limitations of GitHub’s native search by offering:

• Streamlined workflows for developers, open-source contributors, and researchers.
• Custom filters to narrow down repositories by language, stars, forks, and more.
• Real-time previews of repository details without leaving the app.

Unique Features:

✅ Built with modern tech (e.g., React, GitHub API) for speed and reliability. ✅ Light/dark theme support. ✅ Responsive design for all devices.

Features ✨

Core Features

• Keyword Search: Find repositories by name, description, or topics.
• Advanced Filters:
  • Sort by stars, forks, or last updated.
  • Filter by programming language, license, or repository size.
• Real-Time Results: Instant updates as you type.
• Repository Preview: View key stats (stars, forks, issues) and descriptions at a glance.

Additional Features

• Bookmarking: Save favorite repositories for later access.
• Shareable Links: Generate URLs to share specific search results.
• Error Handling: Clear messages for invalid queries or API limits.
• Keyboard Shortcuts: Navigate faster (e.g., / to focus search bar).

Technology Stack

• React with TypeScript
• TensorFlow.js for client-side ML processing
• Chart.js for data visualization
• Axios for API requests
• CSS with dark/light mode support

Getting Started

Prerequisites

• Node.js (version 14 or higher)
• npm or yarn

Installation

1. Clone the repository:

   git clone https://github.com/fisapool/GitHub-Repository-Search-UI-with-ML-analysis.git
   cd GitHub-Repository-Search-UI-with-ML-analysis
   

Comparison with Other Tools

Features Comparison

Feature	GitHub Repository Search UI with ML Analysis	GitHub's Native Search	GitKraken	Sourcegraph	Octotree
Advanced Repository Search	✅	✅	❌	✅	✅
ML-Powered Repository Analysis	✅	❌	❌	✅	❌
Repository Comparison	✅	❌	✅	✅	❌
Detailed Repository Reports	✅	❌	❌	✅	❌
Privacy-First ML Processing	✅	❌	❌	✅	❌
Code Navigation	❌	✅	✅	✅	✅
Issue Tracking Integration	❌	✅	✅	✅	✅

Getting Started

Prerequisites

• Node.js (version 14 or higher)
• npm or yarn

Installation

1. Clone the repository:

   git clone https://github.com/fisapool/GitHub-Repository-Search-UI-with-ML-analysis.git
   cd GitHub-Repository-Search-UI-with-ML-analysis

2. Install dependencies:

   npm install
   # or
   yarn install

3. Start the development server:

   npm start
   # or
   yarn start

4. Open http://localhost:3000 in your browser

Screenshots

ML Capabilities

Repository Quality Analysis

The application uses ML models to evaluate repositories across multiple dimensions:

• Documentation quality
• CI/CD implementation
• Testing practices
• Feature completeness
• Issue resolution efficiency

Privacy & Compliance

• All ML processing happens client-side
• No sensitive repository data is extracted
• Rate limiting prevents API abuse
• Clear ML-generated content indicators
• User controls for ML feature usage

User Guide

• Search for repositories using the search bar
• View repository details by selecting a repository from the list
• Generate ML analysis reports using the Analyze button
• Compare repositories when multiple repositories are loaded
• Export reports for further analysis

Development

Project Structure

• src/: Source code
• public/: Static assets

Testing

• Use Jest and React Testing Library for unit tests
• Run tests with npm test or yarn test

License

This project is licensed under the MIT License

Acknowledgments

• The TensorFlow.js team for enabling client-side ML
• GitHub for their API
• The open source community

Contributing

We welcome contributions! Please read our contributing guidelines before getting started.

How to Contribute

1. Fork the repository: Click the "Fork" button at the top right of this page.
2. Clone your fork:

   git clone https://github.com/your-username/fisapool-GitHub-Repository-Search.git
   cd fisapool-GitHub-Repository-Search