Skill Search CV Recommendation System

This project is a Skill Search CV Recommendation System that utilizes a combination of machine learning and natural language processing techniques to recommend candidates based on their skills and job requirements.

Features

• Skill Extraction: Extracts skills from job descriptions and resumes using NLP techniques.
• Skill Matching: Matches candidates to job requirements based on extracted skills.
• Ranking: Ranks candidates based on their skill match score.

Setup

1. Environment Setup: Ensure you have Python 3.8 or higher installed on your machine.
2. Enviroment variables: Set the following environment variables:
   • OPENAI_API_KEY: Your OpenAI API key for using the GPT model.

How to use

1. Install Dependencies: Make sure to install dependencies with poetry.

   poetry install

2. Run the Application: Start the application using the following command.

    poetry run streamlit run skill_search/web_ui.py

3. Access the Web UI: Open your web browser and navigate to http://localhost:8501 to access the Skill Search CV Recommendation System.