ChatGPT for Conversational AI and Chatbots. Learn how to automate conversations with the latest large language model technologies

ChatGPT for Conversational AI and Chatbots. Learn how to automate conversations with the latest large language model technologies - Opis

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. Spis treści: 1. Introduction to Chatbots, Conversational AI, and ChatGPT2. Using ChatGPT with Conversation Design3. ChatGPT Mastery – Unlocking Its Full Potential4. Prompt Engineering and the ChatGPT API5. LangChain – Introduction and Getting Started6. Advanced LangChain – LangChain Debugging Techniques, Memory, Agents, and Tools7. Retrieval-Augmented Generation – (...) więcej Utilizing Vector Stores as a Knowledge Base8. Chatting About Your Data – Creating Your Own ChatGPT Application9. The Future of Conversational AI with LLMs O autorze: Adrian Thompson is a Conversational AI designer at Love Holidays and a Conversational AI Geek at heart. A Certified Conversation Designer with an MSc in Computing and Information Systems from the University of Greenwich, he boasts 25 years of full-stack development experience. In 2018, he founded The Bot Forge, a conversational AI consultancy, successfully leading it until its sale in 2023. Adrian has built up deep expertise from 5 years of chatbot and voice project execution across numerous industries and using the latest conversational AI technologies. Adrian has deep knowledge in the Large Language Model space with a focus on ChatGPT, solidifying his prominence in the rapidly evolving AI landscape. mniej