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chatbots's Introduction

1.Friendly_Telegram_Bot

A Chatbot built using Data-Driven Technique and Deployed on Telegram. Various preprocessing tasks are done using nltk module. These preprocessing tasks contain Lemmatization and removal of punctuations.
Here is the screenshot of the Chatbot in action.


Chatbot Screenshot

2.College_Telegram_Bot

A Chatbot built using Classification and Data-Driven Techniques combined. Here Many Preprocessing tasks are done using NLTK module. Preprocessing tasks contains things like Tokenization and Lemmatization.
Here, Queries related to College are divided into 4 classes.
TF-IDF Vectors are created which are then passed to LinearSVC Classifier to get the predictions of the class of the user query. Then based on the user query class, the Data-Driven technqiue is applied to get the proper answer of the user query.

Colly Bot

3.Rasa_Chatbot

A Chatbot built using RASA Framework, which can give you suggestions related to your Mental-Health issue and give contact details of Professionals who can help you overcome. Added some Javascript and CSS for better viewing and conversation experience in the Browser.

chatbots's People

Contributors

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