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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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1
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

Simulating conversations

ChatGPT can be used to create sample conversations with potential users with a specific persona, which can be used to help create your conversation flows. Again, I’m stressing that this should not replace the conversational flow design process, but that it is an effective way of looking at specific use cases.

What is a sample dialogue?

Sample dialogue entails examples of specific multi-turn conversations between a user and an agent.

For those involved in the design and development of conversational experiences, these bits of dialogue are an essential tool. They allow us to explore the potential pathways a conversation can follow, and to evaluate which of these branches call for consideration and integration into the final conversational design.

User: What's the luggage limit for my flight to Paris?
Chatbot: May I know the airline you are flying with?
User: It's AirExcellence.
Chatbot: For AirExcellence, you're allowed one carry...

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