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ChatGPT for Conversational AI and Chatbots

ChatGPT for Conversational AI and Chatbots

By : Adrian Thompson
5 (3)
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ChatGPT for Conversational AI and Chatbots

ChatGPT for Conversational AI and Chatbots

5 (3)
By: Adrian Thompson

Overview of this book

ChatGPT for Conversational AI and Chatbots is a definitive resource for exploring conversational AI, ChatGPT, and large language models. This book introduces the fundamentals of ChatGPT and conversational AI automation. You’ll explore the application of ChatGPT in conversation design, the use of ChatGPT as a tool to create conversational experiences, and a range of other practical applications. As you progress, you’ll delve into LangChain, a dynamic framework for LLMs, covering topics such as prompt engineering, chatbot memory, using vector stores, and validating responses. Additionally, you’ll learn about creating and using LLM-enabling tools, monitoring and fine tuning, LangChain UI tools such as LangFlow, and the LangChain ecosystem. You’ll also cover popular use cases, such as using ChatGPT in conjunction with your own data. Later, the book focuses on creating a ChatGPT-powered chatbot that can comprehend and respond to queries directly from your unique data sources. The book then guides you through building chatbot UIs with ChatGPT API and some of the tools and best practices available. By the end of this book, you’ll be able to confidently leverage ChatGPT technologies to build conversational AI solutions.
Table of Contents (15 chapters)
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Part 1: Foundations of Conversational AI
4
Part 2: Using ChatGPT, Prompt Engineering, and Exploring LangChain
9
Part 3: Building and Enhancing ChatGPT-Powered Applications

An Introduction to Chatbots, Conversational AI, and ChatGPT

Welcome to the exciting world of chatbots, conversational artificial intelligence (conversational AI), and ChatGPT!

In this introductory chapter, we introduce you to chatbots and conversational AI.

Our journey will begin by exploring the fundamentals of chatbots and their varying types, tracing the evolution of these digital conversationalists, and assessing their impact across multiple industries, such as e-commerce, customer service, and healthcare.

We’ll then look at how the conversational AI landscape has changed over time and the recent rapid rise of large language model (LLM) technologies, specifically the rise of OpenAI’s ChatGPT, Generative Pre-trained Transformer 3 (GPT-3), and GPT-4 models.

While journeying through this chapter, you’ll gain a comprehensive understanding of OpenAI’s ChatGPT. We’ll pull back the curtain on this marvel of technology to examine its development...

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