A personality replication chatbot

Paper link on overleaf

Text Style Replication using GPT-3 based on Personality Identification

Additional info

• Dataset used in the personality model can be found here.
• Code used to build the personality model is located in the backend folder with the name Nlp_Project.ipynb.

Setup

1. Clone the reprository

   git clone https://github.com/arnxv0/ymir.git
   

2. Setup frontend:

   • Go to the frontend directory

   cd frontend
   

   • Install all the dependencies using npm

   npm i
   

   • Start the frontend

   npm start
   

3. Setup backend:

   • Go to the backend directory

   cd backend
   

   • Create a .env file
   • Get an api key for the GPT-3 model from OpenAI here.
   • Add the following line in the .env file, where XXX is replaced with your api key

   GPT3_TOKEN=XXX
   

   • Install the necessary libraries

   pip install -r requirements.txt
   

   • Run the backend

   python main.py