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A simple open domain generative based chatbot based on Recurrent Neural Networks
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README.md

Conversational-AI-Chatbot-using-Practical-Seq2Seq

A simple open domain generative based chatbot based on Recurrent Neural Networks

REQUIREMENTS

  • python 3.5.4
  • tensorflow 1.0.0

IMPORTING THE DATASET

Please refer to the link below to download the open source dataset. https://www.cs.cornell.edu/~cristian/Cornell_Movie-Dialogs_Corpus.html

The dataset will contain many files out of which two files are to be used by us.

  1. “movie_lines.txt”
  2. “movie_conversations.txt”

Copy both of these files into the github repository containing main.py file. These files are imported on the line 17 “#Importing the dataset”. Please let me know if you have any questions. And do give a star to my GitHub repo if it is of help to you.

USING PRETRAINED WEIGHTS

THE PREDEFINED WEIGHTS HAVE BEEN UPLOADED at https://gofile.io/?c=mV7ySi

For a better understanding please refer to my article https://medium.com/@harshpanwar9524/understanding-rnns-lstm-and-seq2seq-model-using-a-practical-implementation-of-chatbot-in-2b9ab76d1eda

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