Interview-AI-GPT3

A simple chatbot built using OpenAI GPT-3. We used a dataset from another repo as explained in this Article

Update:

Added ChatGPT and an approach to handle conversation drift

Getting Started

Create a virtual environment and install the dependencies

virtualenv .virtualenv
source .virtualenv/bin/activate

pip install -r requirements.txt

Create a .env file and place OpenAI API Key in the file, e.g

OPENAI_KEY=REPLACE-WITH-KEY-FROM-OPENAI

Finetuning the model

Simply run:

python helpers/trainer.py

Test the model

Run:

python helpers/inference.py

You can always change the input text

Test the model with Flask

Run:

python app.py

Example request:

curl --location 'http://127.0.0.1:5000/chat_openai_no_drift' \
--header 'Content-Type: application/json' \
--data '{
    "text": "what is linked list",
    "session_id": "KJN=87aGNw"
}'