Browse Library
Sign In Start Free Trial
Close icon Search icon
Account
Browse Library Advanced Search Sign In Start Free Trial

Add to playlist

Create a Playlist

Modal Close icon
You need to login to use this feature.
  • Book Overview & Buying ChatGPT for Conversational AI and Chatbots
  • Table Of Contents Toc
  • Feedback & Rating feedback
ChatGPT for Conversational AI and Chatbots

ChatGPT for Conversational AI and Chatbots

By : Adrian Thompson
5 (3)
Buy this Book
close
close
ChatGPT for Conversational AI and Chatbots

ChatGPT for Conversational AI and Chatbots

5 (3)
By: Adrian Thompson
Buy this Book

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)
close
close
Preface
In Progress | 0 / 9 sections completed | 0%
chevron up
Icon
Preface
Icon
Who this book is for
Icon
What this book covers
Icon
To get the most out of this book
Icon
Download the example code files
Icon
Conventions used
Icon
Get in touch
Icon
Share Your Thoughts
Icon
Download a free PDF copy of this book
Free Chapter
1
Part 1: Foundations of Conversational AI
In Progress | 0 / 1 sections completed | 0%
Icon
Part 1: Foundations of Conversational AI
2
Chapter 1: An Introduction to Chatbots, Conversational AI, and ChatGPT
In Progress | 0 / 9 sections completed | 0%
Icon
Chapter 1: An Introduction to Chatbots, Conversational AI, and ChatGPT
Icon
What are chatbots and conversational AI?
Icon
Evolution of chatbots and conversational AI
Icon
Understanding conversational AI applications
Icon
What is OpenAI’s ChatGPT?
Icon
Capabilities and applications of ChatGPT
Icon
Limitations of ChatGPT
Icon
Summary
Icon
Further reading
3
Chapter 2: Using ChatGPT with Conversation Design
In Progress | 0 / 9 sections completed | 0%
Icon
Chapter 2: Using ChatGPT with Conversation Design
Icon
Technical requirements
Icon
Understanding conversation design
Icon
Working with practical applications of ChatGPT in conversation design
Icon
Persona creation with ChatGPT
Icon
Simulating conversations
Icon
Testing and iteration in conversation design with ChatGPT
Icon
Summary
Icon
Further reading
4
Part 2: Using ChatGPT, Prompt Engineering, and Exploring LangChain
In Progress | 0 / 1 sections completed | 0%
Icon
Part 2: Using ChatGPT, Prompt Engineering, and Exploring LangChain
5
Chapter 3: ChatGPT Mastery – Unlocking Its Full Potential
In Progress | 0 / 7 sections completed | 0%
Icon
Chapter 3: ChatGPT Mastery – Unlocking Its Full Potential
Icon
Technical requirements
Icon
Mastering the ChatGPT interface
Icon
Exploring OpenAI Playground
Icon
Learning to use the ChatGPT API
Icon
Summary
Icon
Further reading
6
Chapter 4: Prompt Engineering with ChatGPT
In Progress | 0 / 8 sections completed | 0%
Icon
Chapter 4: Prompt Engineering with ChatGPT
Icon
Technical requirements
Icon
Going through the concepts of prompt engineering
Icon
Understanding the core components of a successful prompt
Icon
Working with a prompt engineering strategy
Icon
Knowing the prompt engineering techniques
Icon
Summary
Icon
Further reading
7
Chapter 5: Getting Started with LangChain
In Progress | 0 / 8 sections completed | 0%
Icon
Chapter 5: Getting Started with LangChain
Icon
Technical requirements
Icon
Introduction to LangChain
Icon
Core components of LangChain
Icon
Understanding LangChain Expression Language
Icon
Creating different LangChain chains
Icon
Summary
Icon
Further reading
8
Chapter 6: Advanced Debugging, Monitoring, and Retrieval with LangChain
In Progress | 0 / 7 sections completed | 0%
Icon
Chapter 6: Advanced Debugging, Monitoring, and Retrieval with LangChain
Icon
Technical requirements
Icon
Debugging and monitoring LangChain
Icon
Leveraging LangChain agents
Icon
Exploring LangChain memory
Icon
Summary
Icon
Further reading
9
Part 3: Building and Enhancing ChatGPT-Powered Applications
In Progress | 0 / 1 sections completed | 0%
Icon
Part 3: Building and Enhancing ChatGPT-Powered Applications
10
Chapter 7: Vector Stores as Knowledge Bases for Retrieval-augmented Generation
In Progress | 0 / 7 sections completed | 0%
Icon
Chapter 7: Vector Stores as Knowledge Bases for Retrieval-augmented Generation
Icon
Technical requirements
Icon
Why do we need RAG?
Icon
Understanding the steps needed to create a RAG system
Icon
Working through a RAG example with LangChain
Icon
Summary
Icon
Further reading
11
Chapter 8: Creating Your Own LangChain Chatbot Example
In Progress | 0 / 8 sections completed | 0%
Icon
Chapter 8: Creating Your Own LangChain Chatbot Example
Icon
Technical requirements
Icon
Scoping our ChatGPT project
Icon
Getting our data ready for the chatbot
Icon
Creating our agent for complex interactions
Icon
Bringing it all together – building Your own LangChain Chatbot with Streamlit
Icon
Summary
Icon
Further reading
12
Chapter 9: The Future of Conversational AI with LLMs
In Progress | 0 / 11 sections completed | 0%
Icon
Chapter 9: The Future of Conversational AI with LLMs
Icon
Technical requirements
Icon
Going into production
Icon
Evaluating production systems
Icon
Learning how to use LangSmith to evaluate your project
Icon
Advanced monitoring features with LangSmith
Icon
Alternatives to ChatGPT and LangChain
Icon
The growth of the small language model (SLM)
Icon
Where to go from here
Icon
Summary
Icon
Further reading
13
Index
In Progress | 0 / 2 sections completed | 0%
Icon
Index
Icon
Why subscribe?
14
Other Books You May Enjoy
In Progress | 0 / 4 sections completed | 0%
Icon
Other Books You May Enjoy
Icon
Packt is searching for authors like you
Icon
Share Your Thoughts
Icon
Download a free PDF copy of this book

Who this book is for

This book is designed for individuals who are eager to harness the power of ChatGPT and other advanced language models in their conversational AI projects. The primary audiences are as follows:

  • Conversational AI professionals: From conversation designers to customer experience managers and conversational AI leads, anyone involved in working with chatbots, voice assistants, smart IVR systems, and multimodel customer support will find practical insights into leveraging ChatGPT to create more engaging and natural interactions
  • Developers and conversational AI engineers: Those with a technical background looking to transition from conventional NLU systems to LLM-powered applications will benefit from detailed guidance on integration, deployment, and overcoming common challenges
  • Product owners: Leaders overseeing the development of AI-driven products will gain a comprehensive understanding of the latest technologies, tools, and best practices necessary to bring innovative conversational solutions to market
  • AI enthusiasts and researchers: Individuals passionate about the advancements in AI will appreciate the in-depth exploration of ChatGPT, prompt engineering, LangChain, and other innovative technologies that are shaping the future of conversational AI

Whether you are looking to improve existing chatbot applications, start new AI projects, or stay ahead of industry trends, this book provides the knowledge and tools to help you succeed.

Unlock full access

Continue reading for free

A Packt free trial gives you instant online access to our library of over 7000 practical eBooks and videos, constantly updated with the latest in tech
Start a 7-day FREE trial
Next Section

Create a Note

Modal Close icon
You need to login to use this feature.
notes
bookmark search playlist download
font-size

Change the font size

margin-width

Change margin width

day-mode

Change background colour

Close icon Search
Country selected
Close icon Your notes and bookmarks

Delete Bookmark

Modal Close icon
Are you sure you want to delete it?
Cancel
Yes, Delete

Delete Note

Modal Close icon
Are you sure you want to delete it?
Cancel
Yes, Delete

Edit Note

Modal Close icon
Write a note (max 255 characters)
Cancel
Update Note

Confirmation

Modal Close icon
claim successful
Order Page Read Now

Buy this book with your credits?

Modal Close icon
Are you sure you want to buy this book with one of your credits?
Close
YES, BUY