You're reading from ChatGPT for Conversational AI and Chatbots Learn how to automate conversations with the latest large language model technologies

Product type Paperback

Published in Jul 2024

Publisher Packt

ISBN-13 9781805129530

Length 250 pages

Edition 1st Edition

Tools

ChatGPT

Concepts

Application Development

Author (1):

Adrian Thompson

View More author details

Table of Contents (15) Chapters

Preface

1. Part 1: Foundations of Conversational AI FREE CHAPTER

2. Chapter 1: An Introduction to Chatbots, Conversational AI, and ChatGPT

3. Chapter 2: Using ChatGPT with Conversation Design

4. Part 2: Using ChatGPT, Prompt Engineering, and Exploring LangChain

5. Chapter 3: ChatGPT Mastery – Unlocking Its Full Potential

6. Chapter 4: Prompt Engineering with ChatGPT

7. Chapter 5: Getting Started with LangChain

8. Chapter 6: Advanced Debugging, Monitoring, and Retrieval with LangChain

9. Part 3: Building and Enhancing ChatGPT-Powered Applications

10. Chapter 7: Vector Stores as Knowledge Bases for Retrieval-augmented Generation

11. Chapter 8: Creating Your Own LangChain Chatbot Example

12. Chapter 9: The Future of Conversational AI with LLMs

13. Index

Why subscribe?

14. Other Books You May Enjoy

Limitations of ChatGPT

ChatGPT, as with other LLMs, is not fallible and has several significant risks, limitations, and security considerations that are important to be aware of if you are going to use ChatGPT in production conversational AI use cases.

Limitations

There is no doubt that ChatGPT has some incredible capabilities, but let’s take a look at where things can go wrong.

Accuracy and depth

Probably the most well-known limitation and the one that has garnered the most effort to overcome is ChatGPT’s “information cutoff” date. The early GPT-4 models were trained on publicly available internet data, with cutoff dates as far back as 2021. The latest GPT models have shown improvements. According to OpenAI, the newest GPT-4 Turbo (gpt-4-turbo) has a knowledge cutoff of December 2023. However, beyond this point, it is not updated with the latest information or events. This limitation means that conversational AI implementations using ChatGPT...