We're learning a lot and doing some valuable work! In the evolution of our hypothetical business use case, this chapter builds directly on Chapter 4, Building an NLP Pipeline for Building Chatbots, where we created our Natural Language Processing (NLP) pipeline. The skills we learned so far in computational linguistics should give us the confidence to expand past the training examples in this book and tackle this next project. We're going to build a more advanced chatbot for our hypothetical restaurant chain to automate the process of fielding call-in orders.
This requirement would mean that we'd have to combine a number of technologies that we've learned so far. But for this project, we'll be interested in learning how to make a chatbot that is more contextually aware and robust, so that we could integrate...