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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
4
Part 2: Using ChatGPT, Prompt Engineering, and Exploring LangChain
9
Part 3: Building and Enhancing ChatGPT-Powered Applications

Alternatives to ChatGPT and LangChain

Since the early days of ChatGPT, there have not only been huge advancements in LLM technology but also the availability and choice of service offerings. In this section, we’ll look into the diverse range of service offerings that have emerged, exploring some viable alternatives beyond ChatGPT and LangChain.

Some alternatives to ChatGPT and OpenAI LLMs

Early last year, you could have argued that OpenAI’s Generative Pre-trained Transformer (GPT) LLMs were in a one-horse race and would likely be your first choice in building an LLM-powered project. Nowadays, there are many companies vying to release the best model, resulting in a growing number of LLMs to choose from, both open source and closed, to create a conversational AI system. The LLM arms race continues; let’s look at some examples, and it’s worth noting this is not an exhaustive list:

  • Meta: The Llama model family are popular LLMs provided by Meta...

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