A Simple Job Description Generator Using GPT-3

This is a simple job description generator that uses a finetuned version of OpenAI's GPT-3 (Brown et al.).

_{Wrote in 2 hours. Quality not guaranteed.}

Features:

• A web app that anyone can deploy and use for their own, even on a raspberry pi
• Automate job description writing with just 2 lines of Python (pip install and run)
• Specifically designed and finetuned GPT-3 for job description generation - no more copied training data and no more repeated nonsense
• Accounts for all levels of needs: level of experience, skills, education, location and more
• Option to create your own examples and specify what you want
• Faster, newer, and better version and package control

Demo:

Upcoming:

• Prompt engineering tips
• UI fixes

Installation:

Before you start, make sure you have:

• OpenAI GPT-3 API key
• Python 3
• yarn - installation.

Clone and cd into this repository, and:

1. Install python libraries: pip install -r requirements.txt
2. Place your API key: use echo export OPENAI_API_KEY=[key] > .env to create an environment file, where [key] is your OpenAI API key.
3. Run yarn install
4. Run python3 app.py and have fun!

A new tab should pop up in your browser, and the webapp should be ready! To stop this app, run ctrl-c or command-c in your terminal.

Reminder:

Please do not leave your API key in text file when you push this code online! If you put it in a .env file, make sure it is included in your .gitignore!

Tech stack:

• Frontend: React.js
• Backend: Flask
• Language model: GPT-3 DaVinci

Credits:

Inspired by gpt-3 sandbox.