CV Matcher

A web application that matches CVs with job descriptions using AI and natural language processing.

Features

• CV and Job Description text analysis
• Skills matching
• Visual representation of match metrics
• Real-time analysis

Tech Stack

• Frontend:

  • Next.js
  • TypeScript
  • Tailwind CSS
  • shadcn/ui
  • Recharts

• Backend:

  • FastAPI
  • Python
  • spaCy
  • scikit-learn

Getting Started

Prerequisites

• Node.js 18+
• Python 3.8+
• npm or yarn

Installation

1. Clone the repository

git clone https://github.com/yourusername/cv-matcher.git
cd cv-matcher

2. Install frontend dependencies

npm install

3. Install backend dependencies

cd backend
python -m venv venv
source venv/bin/activate  # On Windows use: venv\Scripts\activate
pip install -r requirements.txt
python -m spacy download en_core_web_sm

Running the Application

1. Start the backend server

cd backend
uvicorn main:app --reload

2. In a new terminal, start the frontend

npm run dev

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

Contributing

1. Fork the repository
2. Create your feature branch (git checkout -b feature/AmazingFeature)
3. Commit your changes (git commit -m 'Add some AmazingFeature')
4. Push to the branch (git push origin feature/AmazingFeature)
5. Open a Pull Request

License

This project is licensed under the MIT License - see the LICENSE file for details