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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

Clone the reprository

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

Setup frontend:
- Go to the frontend directory
```
cd frontend
```
- Install all the dependencies using npm
```
npm i
```
- Start the frontend
```
npm start
```
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
```