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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Summary

Chatbots powered by LLMs such as GPT-3/4 and Claude are transforming conversational AI and enabling more natural, human-like digital experiences. As demonstrated through the examples detailed in this chapter, these powerful generative models allow bots to truly understand natural language, hold free-flowing conversations with users, and complete sophisticated workflows from commerce transactions to personalized assessments.

The key to unlocking their capabilities is thoughtful prompt engineering. Developers can inject critical context, domain knowledge, business logic, data sources, and more into the prompts to shape the bot’s behavior. While interacting in the playground provides a glimpse of the potential, custom solutions built on LLM APIs open up many more possibilities.

These AI-powered chatbots maintain conversation state and memory, integrate with backend systems, optimize performance based on user interactions, and deploy seamlessly across platforms. They...