Question Answering Site with Transformers

Welcome to this repository! Here, we will be creating a website that deals with a form using the deepset/roberta-base-squad2 model. This site will allow us to provide both context and a question as input to the form, and it will generate an answer to the question based on the given context. To achieve this, we'll be using the Transformer library.

Installation

Before getting started, make sure you have the Transformer library installed. You can install it using the following command:

pip install transformers

Usage

Clone this repository to your local machine.

git clone https://github.com/Aliraqimustafa/InforExtract2QA.git
cd InforExtract2QA

Run the app.py script to start the application.

python app.py

Now you're all set! You can access the website and use it to extract information from context to answer your questions.

Video Overview

For a brief overview of the site's functionality, you can watch the following video:

rec-screen.2.webm

Feel free to explore the code and customize it according to your needs. Happy coding!