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AI-Powered CV Reader

A Python-based command-line tool that uses OpenAI's GPT models to extract and summarize key information from PDF resumes. It handles long documents by chunking text and provides a concise summary of skills, experience, and education.

Features

  • PDF Text Extraction: Uses PyPDF2 to parse local PDF files.
  • Smart Summarization: Uses OpenAI's gpt-4o-mini to identify professional highlights.
  • Large Document Support: Automatically splits long resumes into chunks to stay within AI context limits.
  • CLI Arguments: Customize summary length and output paths directly from the terminal.

Getting Started

1. Prerequisites

  • Python 3.8 or higher
  • An OpenAI API Key

2. Installation

Clone this repository or download the source code, then:

# Create a virtual environment
python -m venv venv

# Activate the environment
# On Windows:
venv\Scripts\activate
# On Mac/Linux:
source venv/bin/activate

# Install dependencies
pip install -r requirements.txt