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chAI - The Living Chatbot

Overview

chAI is an Artificial Intelligence based chatbot that serves as an Open-Domain Generative chatbot to talk with about any general topic. While built as a Generative chatbot, chAI also incorporates several Retrieval-type methods such as to identify intent and sensitive topics such as politics, religion, identity, etc. chAI was built using a Recurrent Neural Network atop the Keras Framework and trained with several publicly available conversational data corpora

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  • flask contains the files required for running the website
  • dataset_training contains python files we used to preprocess the Pushshift Reddit Dataset
  • model_training contains jupyter notebook files used to train the 2 models

Dataset Used

About

chAI is an Artificial Intelligence based chatbot that serves as an Open-Domain Generative chatbot to talk with about any general topic.

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  • Jupyter Notebook 88.6%
  • Python 9.3%
  • HTML 2.1%