You're reading from Unlocking the Secrets of Prompt Engineering Master the art of creative language generation to accelerate your journey from novice to pro

Product type Paperback

Published in Jan 2024

Publisher Packt

ISBN-13 9781835083833

Length 316 pages

Edition 1st Edition

Concepts

GPT/LLMs

Author (1):

Gilbert Mizrahi

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Table of Contents (18) Chapters

Preface

1. Part 1:Introduction to Prompt Engineering FREE CHAPTER

2. Chapter 1: Understanding Prompting and Prompt Techniques

3. Chapter 2: Generating Text with AI for Content Creation

4. Part 2:Basic Prompt Engineering Techniques

5. Chapter 3: Creating and Promoting a Podcast Using ChatGPT and Other Practical Examples

6. Chapter 4: LLMs for Creative Writing

7. Chapter 5: Unlocking Insights from Unstructured Text – AI Techniques for Text Analysis

8. Part 3: Advanced Use Cases for Different Industries

9. Chapter 6: Applications of LLMs in Education and Law

10. Chapter 7: The Rise of AI Pair Programmers – Teaming Up with Intelligent Assistants for Better Code

11. Chapter 8: AI for Chatbots

12. Chapter 9: Building Smarter Systems – Advanced LLM Integrations

13. Part 4:Ethics, Limitations, and Future Developments

14. Chapter 10: Generative AI – Emerging Issues at the Intersection of Ethics and Innovation

15. Chapter 11: Conclusion

16. Index

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How to use GPT-4 APIs and other LLM APIs to create chatbots

Although ChatGPT, Bard, and the Claude playground are chatbots, for the most interesting applications, you need to have your own chatbots that are tailored to help your users accomplish the tasks related to your business.

Here are some key reasons why it is advantageous to build a chatbot while utilizing GPT or Claude APIs rather than just interacting directly with ChatGPT or Claude playground:

Hide instructions/prompts: With an API chatbot, you can hide all the prompts, instructions, context, and more that are fed to the LLM behind the scenes. The user only sees the final natural response, creating a smoother experience.
Integrate with data sources: A custom chatbot can connect to external databases, proprietary knowledge bases, and other internal data sources to allow the LLM to incorporate these in generating responses. This isn’t possible within the playground.
Manage conversation state: The chatbot...