NLPChatbot

This Jupyter Notebook implements a Seq2Seq (Keras module) + GloVe embeddings + Attention chatbot, interfaced with Telegram. Trained using the transcripts of 617 movies.

Installation

1. Create a 'data' and 'glove' folder in the project root.
2. Get the movie-dialogs https://www.cs.cornell.edu/~cristian/Cornell_Movie-Dialogs_Corpus.html

• Place 'movie_conversations' and 'movie_lines' in the data folder.

3. Get the glove.6B,100 embeddings https://www.kaggle.com/danielwillgeorge/glove6b100dtxt

• Place glove.6B.100d.txt in the glove folder.

4. Check requirements.txt for Python package requirements.

Acknowledgement

Thushan Ganegedara for sharing his Keras Attention layer. https://github.com/thushv89/attention_keras