Prompt Design Patterns (eBook)

Mastering the Art and Science of Prompt Engineering

Yi Zhou (Autor)

eBook Download: EPUB

2023
454 Seiten
Distributed By Ingram Spark (Verlag)
979-8-9893577-2-7 (ISBN)

Infos

Dive headfirst into the electrifying universe of AI with "e;Prompt Design Patterns"e; - the ultimate blueprint for sculpting unparalleled human-AI dialogues. Tailored with precision for pros, novices, and everyone with a spark of AI curiosity, this tome unlocks the secrets of 23 transformative prompt design patterns, offering a seamless fusion of art and science.Highlights of This AI Gem:Elevate Your Craft: Traverse from newbies to maestro with a curated blend of timeless techniques and pioneering insights from AI experts.Unleash Peak Productivity: Harness the full force of AI. Make tasks a breeze, amplify your productivity - be it doubling, tripling, or even 10x in both personal and professional spheres.Study Meets Real-World: Students, rejoice! Dive into a delightful blend of academic richness coupled with practical marvels.AI Wonderland for All: No technical background? No worries. Your excitement and wonder are the only tickets you need.Explore 23 Transformative Prompt Patterns:Foundational Patterns: Elevate dialogues with techniques from Prompt Template to Universal Simulation and beyond.Reinvent with Reversals: Shift paradigms with transformative techniques like Reverse Interaction and Reverse Prompting.Self-Evolution: Empower AI with self-enhancing tools like Automated Prompt Optimization and Automated Output Refinement.Structured Elegance: Master the art of structured engagements with techniques like Prompt Composite, Prompt Chaining, and Mind Mapping.Solve with Finesse: Techniques from Chain of Thought to Tree of Thoughts to Problem Formulation illuminate your problem-solving journey.Peak Performance: Turbocharge AI outputs with advanced tools from Model Parameter Tuning to Retrieval Augmented Generation (RAG).Guarding the Guardians: Utilize robust patterns like Chain of Verification, Reliability Augmentation, and Hallucination Management to fortify AI's integrity. With Debias and Prompt Attack Defense patterns at your disposal, ensure both unbiased results and utmost security against threats. Demystify 8 Grand Riddles of Prompt Engineering:Prompt Engineering: A Fad or a Lasting Imperative?Prompt Engineering: A Profession or an Essential Skillset?Is Prompt Engineering Primarily About Communication?Why Do STEM Professionals Find Prompt Engineering Challenging?The Role of Trial and Error in Perfecting Prompts: How Crucial Is It?Computational Linguistics and Prompt Engineering: A Match Made in Heaven?Prompt Engineers: Who Exactly Are They?Enterprise Prompt Engineering: What Stands in Our Way?"e;Prompt Design Patterns"e; isn't just a guide - it's a captivating voyage through the multifaceted realm of AI. Picture this: journeying from the simplicity of planning holidays to delving into the intricate realms of medical diagnostics and deciphering the unpredictable tides of financial markets. What makes this odyssey truly enriching? The abundance of real-world examples. Each chapter presents a rich tapestry of scenarios, case studies, and insights from AI maestros. Accompanied by vivid illustrations, these examples make grasping AI an engaging and interactive endeavor. Positioned at the forefront of AI's ever-evolving landscape, this book invites you to probe deeper, challenge established ideas, and spark innovation. Who knows, with the wisdom you absorb, perhaps you'll be the one to herald the next wave of AI advancements.

Inhalt

Preface

Who Should Dive into This Book?

Introduction

Part One: Essential Prompting Patterns

• Prompt Template
• Universal Simulation
• N-Shot Prompting
• Prompt Contextualization

Part Two: Reversal Patterns

• Reverse Interaction
• Reverse Prompting

Part Three: Self-Improvement Patterns

• Automated Prompt Optimization
• Automated Output Refinement

Part Four: Structure Patterns

• Prompt Composite
• Prompt Chaining
• Mind Mapping

Part Five: Problem Solving Patterns

• Chain Of Thought
• Self-Consistency
• Tree Of Thoughts
• Problem Formulation

Part Six: Performance Patterns

• Model Parameter Tuning
• Model Memory Management
• Retrieval Augmented Generation (RAG)

Part Seven: Risk Mitigation Patterns

• Chain Of Verification
• Reliability Augmentation
• Hallucination Management
• Debiasing
• Prompt Attack Defense

Part Eight: From Mystery to Mastery

• Demystifying Prompt Engineering
• The Future of Prompt Engineering

Acknowledgements

About The Author

References And Further Reading

Produkt-Details

• Erscheint lt. Verlag: 21.12.2023
• Sprache: englisch
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Schlagworte: AI • AI Revolution • AI transformation • AI Trends • Design Pattern • GenAI • generative AI • human-AI communication • prompt engineer • Prompt Engineering
• ISBN-13: 979-8-9893577-2-7 / 9798989357727