Question Mark ?

An NLP Based Q/A System on React.js

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Inspiration

Usually, when someone asks a question online, it usually takes many days for someone to answer that question. With the help of our project, it reduces the waiting time and the user can get an answer instantly. This can be applied to long blog posts, movie summaries etc.

What it does

It used NLP to process the text and when the user asks questions it shows the relevant answer along the accuracy score.

How we built it

We used Tensorflow.js to load the NLP model in our react app and used basic react concepts to parse the text and generate answers.

Challenges we ran into

Sometimes the model would fail to find answers, so the user has to rephrase the question.

Accomplishments that we're proud of

Deployed on Heroku, Successfully integrated deep learning model

What we learned

Using Deep Learning models in react, React Hooks, Deploying a web app

What's next for Question Mark ?

To make a web browser extension so that users can use it on any website just like grammarly.

Discord

aishaandatt#1355 vatsal#2490 maverick007#3720

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