Jay206-Programmer / Bert_based_Question_Answer_Bot

Bert based Question Answer Bot (NLP)

This is the project I created for Lincode's Virtual Hackathon 2020.

Features of the Model:

• 🤔 Can find precise answers from large paragraphs.

• 🚀 Very Fast Responce Time.

• 😎 Use of current State of the Art BERT model to Increase preciseness.

• ♾ Infinite Quick Question-Answering once the model is set on the paragraph(Data).

• ⏳ Can also answer Questions in Real-time without having to train on Data Paragraph using google's Word2Vec model.

• 🌎 Ready to Deploy.

Use Cases:

1. Can be implemented in Frequently Asked Questions(FAQ) section for best user expirience.

2. Study Helper: Just give the model the paragraphs you want to extract information from and just start asking questions!

3. Chat-bot: with some tweaks the model can be transformed into a Personalised Chat-bot.

Tech-Stack:

• python

• Pandas

• Numpy

• Tensorflow

• Word2Vec

• HuggingFace NLP

• NLTK

More-info in README.docx

Thank you! 🖤