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Hands-On Explainable AI (XAI) with Python

You're reading from Hands-On Explainable AI (XAI) with Python Interpret, visualize, explain, and integrate reliable AI for fair, secure, and trustworthy AI apps

Product type Paperback

Published in Jul 2020

Publisher Packt

ISBN-13 9781800208131

Length 454 pages

Edition 1st Edition

Languages

Python

Concepts

Artificial Intelligence

Author (1):

Denis Rothman

View More author details

Table of Contents (16) Chapters

Preface

1. Explaining Artificial Intelligence with Python

2. White Box XAI for AI Bias and Ethics FREE CHAPTER

3. Explaining Machine Learning with Facets

4. Microsoft Azure Machine Learning Model Interpretability with SHAP

5. Building an Explainable AI Solution from Scratch

6. AI Fairness with Google's What-If Tool (WIT)

7. A Python Client for Explainable AI Chatbots

8. Local Interpretable Model-Agnostic Explanations (LIME)

9. The Counterfactual Explanations Method

10. Contrastive XAI

11. Anchors XAI

12. Cognitive XAI

13. Answers to the Questions

14. Other Books You May Enjoy

15. Index

A CUI XAI dialog using Google Dialogflow

A CUI can be designed in four different ways:

Voice input and voice response
Voice input and text response
Text input and voice response
Text input and text response

We have already seen how to test a chatbot in Dialogflow's test console.

Let's implement a text or voice input and a text response on a website.

Dialogflow integration for a website

In this section, we will explore two scenarios for a website:

Voice input and text response
Text input and text response

First, click on Integrations in your agent's menu:

Figure 7.31: Dialogflow integration

You will see several integration modules. Click on Web Demo:

Figure 7.32: Web integration

Web Demo is not activated. We must first activate it as shown in the following screenshot:

Figure 7.33: Web Demo activated

Once you have activated Web Demo, a pop-up window will...

The rest of the chapter is locked

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Authors (1)

Denis Rothman

Denis Rothman

Expert in AI Transformers including ChatGPT/GPT-4, Bestselling Author

See other products by Denis Rothman

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