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ChatGPT for Conversational AI and Chatbots

You're reading from   ChatGPT for Conversational AI and Chatbots Learn how to automate conversations with the latest large language model technologies

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Product type Paperback
Published in Jul 2024
Publisher Packt
ISBN-13 9781805129530
Length 250 pages
Edition 1st Edition
Tools
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Author (1):
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Adrian Thompson Adrian Thompson
Author Profile Icon Adrian Thompson
Adrian Thompson
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Table of Contents (15) Chapters Close

Preface 1. Part 1: Foundations of Conversational AI FREE CHAPTER
2. Chapter 1: An Introduction to Chatbots, Conversational AI, and ChatGPT 3. Chapter 2: Using ChatGPT with Conversation Design 4. Part 2: Using ChatGPT, Prompt Engineering, and Exploring LangChain
5. Chapter 3: ChatGPT Mastery – Unlocking Its Full Potential 6. Chapter 4: Prompt Engineering with ChatGPT 7. Chapter 5: Getting Started with LangChain 8. Chapter 6: Advanced Debugging, Monitoring, and Retrieval with LangChain 9. Part 3: Building and Enhancing ChatGPT-Powered Applications
10. Chapter 7: Vector Stores as Knowledge Bases for Retrieval-augmented Generation 11. Chapter 8: Creating Your Own LangChain Chatbot Example 12. Chapter 9: The Future of Conversational AI with LLMs 13. Index 14. Other Books You May Enjoy

Working with practical applications of ChatGPT in conversation design

From our understanding of the tasks that need to be carried out for conversation design, it’s easy to see that in some areas, we can leverage ChatGPT to help complete them. Some of the most popular conversation design tools also supply the ability to carry out these tasks as part of their functionality.

Tip

Remember that ChatGPT is a conversation design tool, not a replacement for conversation design best practices.

Intent clustering with ChatGPT

Intents are the core concept of most traditional conversational AI agents. The intent is there to define the intention of the user, and each intent needs to have a set of utterances to fire this intent. Many conversational AI implementations start with large volumes of live chat data, voice transcripts, or other unstructured text data, which will form the basis of the tasks or intents that a chatbot or voice interface will need to support.

How can intent...

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