Chatbots, or conversational interfaces as they are also known, present a new way for individuals to interact with computer systems. Traditionally, to get a question answered by a software program involved using a search engine, or filling out a form. A chatbot allows a user to simply ask questions in the same manner that they would address a human. The most well known chatbots currently are voice chatbots: Alexa and Siri. However, chatbots are currently being adopted at a high rate on computer chat platforms.
Techniques and methods used: Data preparation : JSON filed prepared based on use case.(VNRVJIET COLLEGE QUERIES)
Data Pre processing: Stemming and Tokenization
Feature extraction/ Feature engineering : Bag of words
Neural Network : Using tflearn - Deep neural network
ML model used: Regressor
Ranking: Gradient descent (Batch) -- main functionality is carried by epoches
Additional features added: Speech recognition using Pyttsx3 library
WORK FLOW :
GUI - Tkinter
LOSS
