Question and answer generation web app

Clone this repo

git clone https://github.com/elliotkantor/quiz-generation-web.git
cd quiz-generation-web

Install requirements

pip install -r requirements.txt
python -m nltk.downloader punkt
git clone https://github.com/patil-suraj/question_generation.git

Run the script

streamlit run main.py

Use the script

A website such as localhost:8501 should pop up in your default browser. Copy text into it and watch as machine learning generates questions and answers!

Use the REST API

1. uvicorn rest_api:app --reload

2. Now navigate to the localhost site listed in the terminal. Go to that site's /docs page, i.e. localhost:5000/docs to see documentation and try the methods out.
3. You can use this with the post method in python requests, i.e.:

   import requests
   r = requests.post("localhost:8500", json={"text": "There are 5 apples in the box"})

4. The response is in the shape of:

   [
       {
           "question": "How many apples are in the box?", 
           "answer": "5",
       },
   ]

Credits

The pipelines software was taken from https://github.com/patil-suraj/question_generation, as allowed by the permissive MIT license.