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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

Creating a Custom Chatbot

In this section, we will create a custom chatbot to get stock market quotes using Amazon Lex. The bot will listen to our utterances for a valid intent: GetQuote. This signals to the bot that, for example, we had to get a stock market quote for a given stock ticker symbol, which will reside in a slot named ticker. The bot will then look up the quote for that ticker symbol from a freely available financial API named IEX, and will return the information to the user via a conversational response:

Note

A stock ticker symbol is the standard way in which stocks that are traded on an exchange, such as the New York Stock Exchange or NASDAQ, are represented. A sequence of alphabetical letters represents the company's stock that is being traded.

Figure 4.3: The chatbot's workflow

We can create a flowchart for this process, as shown in the following diagram. Let's go over it in further detail:

Figure...

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