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ChatGPT for Conversational AI and Chatbots

ChatGPT for Conversational AI and Chatbots

By : Adrian Thompson
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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
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Part 2: Using ChatGPT, Prompt Engineering, and Exploring LangChain
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Part 3: Building and Enhancing ChatGPT-Powered Applications

Part 1: Foundations of Conversational AI

In this part, you will gain a comprehensive understanding of the foundations of conversational AI. We begin by exploring the fundamentals of chatbots, their evolution, and their impact across various industries. You will also learn about the revolutionary capabilities of OpenAI’s ChatGPT, its applications, and its limitations. Additionally, we will delve into how ChatGPT can be used in conversation design, enhancing user interactions and creating more natural conversational experiences.

This part has the following chapters:

  • Chapter 1, An Introduction to Chatbots, Conversational AI, and ChatGPT
  • Chapter 2, Using ChatGPT with Conversation Design
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