Book Image

Interactive Chatbots with TensorFlow [Video]

By : Omar Essam
1 (1)
Book Image

Interactive Chatbots with TensorFlow [Video]

1 (1)
By: Omar Essam

Overview of this book

<p>Have you ever waited for a long time to get a solution from a customer care executive? Also, wouldn't it be nice to have a personal assistant handy to help you with queries and give suggestions? Chatbots provides solutions to these issues.</p> <p>This course will show you how to create chatbots based on two models. You will design a user-friendly chatbot which responds using perfect grammar and informative answers from a predefined database. You will also learn how to build chatbots that form the answers themselves without having to look into a database. You will also understand the capabilities, and overcome the limitations, of each chatbot. This helps to reduce the need for human effort and costs. Using a chatbot will help scale your business and improve customer relations.</p> <p>By the end of the course, you'll be able to build smart chatbots that are always ready to provide solutions.</p> <p>All the code files for this course are available on Github at -&nbsp;<a href="https://github.com/PacktPublishing/Interactive-Chatbots-with-TensorFlow-" target="_blank">https://github.com/PacktPublishing/Interactive-Chatbots-with-TensorFlow-</a></p> <h1>Style and Approach</h1> <p>This course will take you from implementing NLP to building state-of-the-art chatbots using TensorFlow. The course is a set of notebooks containing experiments and small projects in which we apply what we learn incrementally.</p>
Table of Contents (6 chapters)
Chapter 2
Building a Retrieval-Based Chatbot
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Section 2
Choosing the Ideal Similarity Measures
There exist a plethora of similarity measures that we can use for our bot. We look at the most common ones and choose a suitable metric for our model. - Compare metrics - Understand their differences - Choose the ideal metric