/chatbot-in-Python

Primary LanguagePython

DIAMOND

🤖 Chat Bot using Pytorch | Neural nets

Project Status

✔️ Complete

Table of Contents

Objective

The objective of this project is to build a simple chatbot and deploy it on a web-page using "Flask". The bot was created using Pytorch and exemplifies how a neural net works. The project overall is very simple and provides an understanding of these subjects.

Process

  • Create a JSON file with the intends;
  • Transform these words to a language the machine can understand;
  • Apply neural net;
  • Create a train file and check if the results are valid;
  • Add the chatbot to a webpage using Flask as backend;

Results

After training the bot and implementing Flask:

We named the bot as "Helo" and she was trained to understand questions asked in Portuguese:
pawn

Learning Process

Theory Applied

  • Numpy
  • Pytorch
  • Neural Nets
  • Flask

Challenges

  • Training the bot to understand the words was challenging, especially because Portuguese have some special characters like (^~`´).

Improvements

  • The JSON file does not have much info, we could improve this in order to get better responses from the bot.

Authors

Lucas Angulski

sources: https://chatbotsmagazine.com/contextual-chat-bots-with-tensorflow-4391749d0077

Huge thanks to Python Engineer for providing an awesome Pytorch tutorial.