The best approach

We have covered the entire concept that can help us implement the DMN-based chatbot. In order to implement this approach, we will be using Keras with the TensorFlow backend. Without wasting any time, we will jump to the implementation section. You can refer to the code for this approach using this GitHub link:

Implementing the best approach

Here, we will train our model on the given bAbI task 1 dataset. First of all, we need to parse the stories and build the vocabulary. You can refer to the code in the following figure:

Implementing the best approach

Figure 8.34: Code snippet for parsing ...

Get Machine Learning Solutions now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.