CV Optimizer

A Streamlit application that helps optimize your CV/resume using AI. The application analyzes your CV, provides feedback, and generates an improved version.

Features

• Upload PDF or DOCX format resumes
• Extract and analyze CV content
• Score your CV on professionalism, clarity, grammar, and impact
• Provide detailed feedback for improvement
• Generate an optimized version of your CV
• Download the optimized CV in PDF or DOCX format

Setup

1. Clone the repository:

git clone https://github.com/sohao0819/cv-optimizer.git
cd cv-optimizer

2. Create and activate a virtual environment:

python -m venv venv
source venv/bin/activate  # On Windows, use: venv\Scripts\activate

3. Install the required packages:

pip install -r requirements.txt

4. Set up your OpenAI API key:
   • Create an .env file in the project root
   • Add your OpenAI API key: OPENAI_API_KEY=your_api_key_here

Running the Application

streamlit run app.py

The application will be available at http://localhost:8501 in your web browser.

Project Structure

• app.py: Main application entry point
• config/: Configuration files
  • config.yaml: Application configuration
  • prompts.yaml: OpenAI prompt templates
• src/: Source code
  • cv_parser.py: CV parsing and analysis
  • document_generator.py: PDF and DOCX generation
  • file_handler.py: File upload and processing
  • openai_service.py: OpenAI API integration
  • prompt_manager.py: Prompt template management
  • ui_components.py: Streamlit UI components
  • utils/: Utility functions

Requirements

• Python 3.7+
• OpenAI API key
• Required Python packages (see requirements.txt)