IBM Natural Language Understanding App

Transform resumes into powerful career opportunities with advanced NLP analysis. This application provides actionable feedback on resumes, interactive visualizations, and seamless database integration.

✨ Features

• Resume Analysis: Upload and analyze DOCX resumes with actionable feedback.
• Interactive Visualizations: Dynamic sentiment charts and emotion radars.
• Database Integration: Efficient data storage and retrieval.
• Responsive Design: Built with Tailwind CSS for consistent styling across devices.
• Fast Development: Next.js framework for rapid iterations and optimized performance.

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🚀 Getting Started

Prerequisites

Before you begin, ensure you have the following installed:

• Node.js (v16 or later)
• npm
• An IBM Cloud account (for the Natural Language Understanding API).
• A Neon Database account (for PostgreSQL).
• A Google Gemini API key (optional, for additional AI features).

Installation

1. Clone the repository:

   git clone [https://github.com/tanmaydev56/ibm-Natural-language-understanding-app](https://github.com/tanmaydev56/ibm-Natural-language-understanding-app)

2. Navigate to the project directory:

   cd ibm-Natural-language-understanding-app

3. Install dependencies:

   npm install

4. Create a .env file in the project root and add your API keys:

   IBM_API_KEY=your_ibm_api_key
   IBM_URL=your_ibm_service_url
   NEON_DATABASE_URL=your_neon_db_url
   GEMINI_API_KEY=your_gemini_api_key
   

Usage

1. Start the development server:

   npm run dev

2. Build for production:

   npm run build

3. Start the production server:

   npm start

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🧪 Testing

Run tests with:

npm test

🔧 Technologies Used

Frontend: Next.js, React, TypeScript Styling: Tailwind CSS Database: PostgreSQL (Neon) NLP: IBM Watson Natural Language Understanding AI: Google Gemini API (optional features) Build Tools: npm

🤝 Contributing

Contributions are always welcome! Please follow these steps:

Fork the project. Create your feature branch: git checkout -b feature/AmazingFeature Commit your changes: git commit -m 'Add some AmazingFeature' Push to the branch: git push origin feature/AmazingFeature Open a Pull Request.

📧 Contact

For questions or support, feel free to contact:

Tanmay Sharma - tanmaysharma763@gmail.com Project Link: https://github.com/tanmaydev56/ibm-Natural-language-understanding-app