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The Applied AI and Natural Language Processing Workshop

You're reading from   The Applied AI and Natural Language Processing Workshop Explore practical ways to transform your simple projects into powerful intelligent applications

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Product type Paperback
Published in Jul 2020
Publisher Packt
ISBN-13 9781800208742
Length 384 pages
Edition 1st Edition
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Authors (3):
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Ruze Richards Ruze Richards
Author Profile Icon Ruze Richards
Ruze Richards
Krishna Sankar Krishna Sankar
Author Profile Icon Krishna Sankar
Krishna Sankar
Jeffrey Jackovich Jeffrey Jackovich
Author Profile Icon Jeffrey Jackovich
Jeffrey Jackovich
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Toc

Table of Contents (8) Chapters Close

Preface
1. An Introduction to AWS 2. Analyzing Documents and Text with Natural Language Processing FREE CHAPTER 3. Topic Modeling and Theme Extraction 4. Conversational Artificial Intelligence 5. Using Speech with the Chatbot 6. Computer Vision and Image Processing Appendix

A Bot That Recognizes an Intent and Filling a Slot

In the next exercise, you will create a custom chatbot that recognizes the intent, named GetQuote, in order to get a market price quote for a given ticker symbol. The bot will prompt the user for the value of the ticker symbol that the user is interested in, until the slot is filled. You will also learn how to state the intent and fill the slot in the same utterance. This chatbot can be tested via a conversational interface.

Exercise 4.01: Creating a Bot That Will Recognize an Intent and Fill a Slot

In this exercise, we will create and test an Amazon Lex-based bot with a custom intent and slot. The steps that have to be performed to create a bot with a custom intent and slot are as follows:

  1. The first step is to navigate to Amazon Lex service from the Amazon Management Console. Usually, this entails going to aws.amazon.com, then My account, and then clicking AWS Management Console.
  2. You can select Services by clicking...
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