Resume Rewriter LLM

An intelligent application that helps rewrite resumes to better match job descriptions using Large Language Models.

Features

• Resume parsing (PDF and DOCX support)
• Job description analysis
• AI-powered resume rewriting
• Format preservation
• Customizable optimization strategies

Setup

1. Create a virtual environment:

python -m venv .venv

2. Activate the virtual environment:

• Windows:

.venv\Scripts\activate

• Unix/MacOS:

source .venv/bin/activate

3. Install dependencies:

pip install -r requirements.txt

4. Create a .env file with your API keys:

OPENAI_API_KEY=your_api_key_here

5. Run the application:

uvicorn app.main:app --reload

Project Structure

.
├── app/
│   ├── api/            # API routes
│   ├── core/           # Core application logic
│   ├── models/         # Data models
│   ├── services/       # Business logic
│   └── utils/          # Utility functions
├── tests/              # Test files
├── docs/               # Documentation
├── requirements.txt    # Project dependencies
└── README.md          # Project documentation

Usage

1. Upload your resume (PDF or DOCX format)
2. Paste the job description
3. Configure optimization preferences
4. Get your optimized resume

Development

The project uses:

• FastAPI for the backend
• LangChain for LLM integration
• Python-DOCX and PyPDF for document handling