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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
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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

Capabilities and applications of ChatGPT

LLMs offer a plethora of practical uses, with ChatGPT distinguishing itself through its advanced NLP capabilities. In this section, we unpack the array of applications that this technology brings to the table and a summary of the standout industry areas where ChatGPT holds the most potential. While many of these use cases are not necessarily new for conversational AI applications, it’s true to say that ChatGPT can potentially take on more advanced tasks.

Capabilities of ChatGPT

In the following sections, we’ll explore the various applications of ChatGPT, starting with NLU and NL generation (NLG) for chatbots and virtual assistants. Then, we’ll move on to its capabilities in machine translation, summarization, sentiment analysis, and content creation. Additional topics include its use in spam filtering, language tutoring, and software development. Finally, we’ll discuss the extended features available through...

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