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ChatGPT for Conversational AI and Chatbots
ChatGPT for Conversational AI and Chatbots

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

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ChatGPT for Conversational AI and Chatbots

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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Key benefits

  • Learn how to leverage ChatGPT to create innovative conversational AI solutions for your organization
  • Harness LangChain and delve into step-by-step LLM application development for conversational AI
  • Gain insights into security, privacy, and the future landscape of large language models and conversational AI
  • Purchase of the print or Kindle book includes a free PDF eBook

Description

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.

Who is this book for?

This book is for tech-savvy readers, conversational AI practitioners, engineers, product owners, business analysts, and entrepreneurs wanting to integrate ChatGPT into conversational experiences and explore the possibilities of this game-changing technology. Anyone curious about using internal data with ChatGPT and looking to stay up to date with the developments in large language models will also find this book helpful. Some expertise in coding and standard web design concepts would be useful, along with familiarity with conversational AI terminology, though not essential.

What you will learn

  • Gain a solid understanding of ChatGPT and its capabilities and limitations
  • Understand how to use ChatGPT for conversation design
  • Discover how to use advanced LangChain techniques, such as prompting, memory, agents, chains, vector stores, and tools
  • Create a ChatGPT chatbot that can answer questions about your own data
  • Develop a chatbot powered by ChatGPT API
  • Explore the future of conversational AI, LLMs, and ChatGPT alternatives

Product Details

Country selected
Publication date, Length, Edition, Language, ISBN-13
Publication date : Jul 30, 2024
Length: 250 pages
Edition : 1st
Language : English
ISBN-13 : 9781805122357
Vendor :
OpenAI
Category :
Concepts :

What do you get with eBook?

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Product Details

Publication date : Jul 30, 2024
Length: 250 pages
Edition : 1st
Language : English
ISBN-13 : 9781805122357
Vendor :
OpenAI
Category :
Concepts :

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Frequently bought together


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Total 84.97 96.97 12.00 saved
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Table of Contents

14 Chapters
Part 1: Foundations of Conversational AI Chevron down icon Chevron up icon
Chapter 1: An Introduction to Chatbots, Conversational AI, and ChatGPT Chevron down icon Chevron up icon
Chapter 2: Using ChatGPT with Conversation Design Chevron down icon Chevron up icon
Part 2: Using ChatGPT, Prompt Engineering, and Exploring LangChain Chevron down icon Chevron up icon
Chapter 3: ChatGPT Mastery – Unlocking Its Full Potential Chevron down icon Chevron up icon
Chapter 4: Prompt Engineering with ChatGPT Chevron down icon Chevron up icon
Chapter 5: Getting Started with LangChain Chevron down icon Chevron up icon
Chapter 6: Advanced Debugging, Monitoring, and Retrieval with LangChain Chevron down icon Chevron up icon
Part 3: Building and Enhancing ChatGPT-Powered Applications Chevron down icon Chevron up icon
Chapter 7: Vector Stores as Knowledge Bases for Retrieval-augmented Generation Chevron down icon Chevron up icon
Chapter 8: Creating Your Own LangChain Chatbot Example Chevron down icon Chevron up icon
Chapter 9: The Future of Conversational AI with LLMs Chevron down icon Chevron up icon
Index Chevron down icon Chevron up icon
Other Books You May Enjoy Chevron down icon Chevron up icon

Customer reviews

Rating distribution
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(3 Ratings)
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Om S Aug 07, 2024
Full star icon Full star icon Full star icon Full star icon Full star icon 5
As a tech enthusiast curious about conversational AI, I picked up Adrian Thompson's "ChatGPT for Conversational AI and Chatbots." This book starts with the basics of ChatGPT and conversational AI, making it easy to understand the core concepts.Thompson delves into LangChain, covering prompt engineering, chatbot memory, and vector stores. The hands-on approach, guiding you to build a ChatGPT-powered chatbot with your data, is particularly valuable.Pros:Comprehensive coverage from basics to advanced techniques.Practical, step-by-step examples.Insights into the future of conversational AI.Cons:Assumes some coding and web design knowledge.Dense information can be overwhelming.Focuses mainly on ChatGPT and LangChain.
Amazon Verified review Amazon
Paul Pollock Oct 23, 2024
Full star icon Full star icon Full star icon Full star icon Full star icon 5
This book is a fantastic resource for anyone wanting to dive deeper into conversational AI. Adrian Thompson does a great job of breaking down complex concepts into practical, real-world applications. From mastering prompt engineering to deploying AI in production, it covers a lot of ground. I especially appreciated the sections on using LangChain for advanced workflows—it’s like giving your chatbot superpowers! Plus, the tips on managing the quirks of AI, like handling hallucinations, are super handy.The book strikes a great balance between technical detail and readability, making it suitable for both developers and AI enthusiasts. If you're looking to build smarter, more engaging chatbots, this book is definitely worth your time!
Amazon Verified review Amazon
Steven Fernandes Aug 06, 2024
Full star icon Full star icon Full star icon Full star icon Full star icon 5
This comprehensive guide explores the intricacies of ChatGPT and its broader implications in conversational AI. Readers will thoroughly understand ChatGPT's capabilities and limitations, along with practical knowledge of conversation design. The book delves into advanced LangChain techniques, deepening into prompting, memory, agents, chains, vector stores, and various tools. It provides step-by-step instructions for creating a ChatGPT-powered chatbot tailored to personal data and utilizing the ChatGPT API for chatbot development. Additionally, the book forecasts the future directions of LLMs and potential alternatives to ChatGPT, making it a must-read for aspiring AI developers and enthusiasts interested in cutting-edge of conversational technology.
Amazon Verified review Amazon
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