ChatGPT for Conversational AI and Chatbots
ChatGPT for Conversational AI and Chatbots
Learn how to automate conversations with the latest large language model technologies
About the 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.
About the Author
Table of Contents
- Introduction to Chatbots, Conversational AI, and ChatGPT
- Using ChatGPT with Conversation Design
- ChatGPT Mastery – Unlocking Its Full Potential
- Prompt Engineering and the ChatGPT API
- LangChain – Introduction and Getting Started
- Advanced LangChain – LangChain Debugging Techniques, Memory, Agents, and Tools
- Retrieval-Augmented Generation – Utilizing Vector Stores as a Knowledge Base
- Chatting About Your Data – Creating Your Own ChatGPT Application
- The Future of Conversational AI with LLMs
About the Publisher
This book is published on Leanpub by Packt Publishing Ltd
Packt Publishing are an established global technical learning content provider, founded in Birmingham, UK with over twenty years’ experience in delivering premium rich content from ground-breaking authors on a wide range of emerging and popular technologies. Our titles have global relevance our multimedia portfolio includes over 9,000 books, e-books, audiobooks and video courses. www.packtpub.com
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