AI Foundations of Prompt Engineering

AI Foundations of Prompt Engineering PDF

Author: Jon Adams

Publisher: Green Mountain Computing

Published:

Total Pages: 167

ISBN-13:

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Unlock the secrets of effective communication with AI through "AI Foundations of Prompt Engineering," a comprehensive guide that delves into the nuanced art of prompt engineering. Authored with the intent to demystify the process of crafting prompts that elicit desired responses from AI, this book serves as both an introduction for newcomers and a deep dive for seasoned professionals in the field of artificial intelligence. Book Contents: Chapter 1: Defining Prompt Engineering - Introduction to the concept and importance of prompt engineering in AI interactions. Chapter 2: Elements of a Good Prompt - Exploration of the critical components that constitute an effective prompt. Chapter 3: Word Choice in Prompts - Insights into the significance of choosing the right words for clarity and impact. Chapter 4: Crafting Questions for AI - Guidelines for formulating questions that AI can understand and respond to accurately. Chapter 5: Sentence Structure in AI Prompts - Examination of how sentence structure affects AI's comprehension and responses. Chapter 6: Avoiding Ambiguity - Strategies for creating clear and unambiguous prompts to ensure precise AI responses. Chapter 7: Contextual Considerations - Discussion on the role of context in enhancing the effectiveness of prompts. Chapter 8: Testing and Iterating Prompts - Methods for testing prompts and refining them based on feedback. Chapter 9: Advanced Prompt Engineering - Advanced techniques and considerations for expert-level prompt engineering. Why This Book? Practical Approach: Unlike purely theoretical texts, this book offers concrete guidance, practical examples, and exercises for real-world application. Comprehensive Coverage: From foundational concepts to advanced techniques, this book covers the entire spectrum of prompt engineering. Expert Insights: Benefit from the author's deep understanding of AI dialogue design, informed by the latest research and practices in the field. Whether you're just starting out or seeking to enhance your skills in AI communication, "AI Foundations of Prompt Engineering" is an essential resource that will equip you with the knowledge and tools to master the art of prompt engineering. Embark on this educational journey and unlock the potential of AI through expertly crafted prompts.

The Quick Guide to Prompt Engineering

The Quick Guide to Prompt Engineering PDF

Author: Ian Khan

Publisher: John Wiley & Sons

Published: 2024-03-19

Total Pages: 485

ISBN-13: 1394243332

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Design and use generative AI prompts that get helpful and practical results In The Quick Guide to Prompt Engineering, renowned technology futurist, management consultant, and AI thought leader Ian Khan delivers a practical and insightful discussion on taking the first steps in understanding and learning how to use generative AI. In this concise and quick start guide, you will learn how to design and use prompts to get the most out of Large Language Model generative AI applications like ChatGPT, DALL-E, Google’s Bard, and more. In the book, you’ll explore how to understand generative artificial intelligence and how to engineer prompts in a wide variety of industry use cases. You’ll also find thoughtful and illuminating case studies and hands-on exercises, as well as step-by-step guides, to get you up to speed on prompt engineering in no time at all. The book has been written for the non-technical user to take the first steps in the world of generative AI. Along with a helpful glossary of common terms, lists of useful additional reading and resources, and other resources, you’ll get: Explanations of the basics of generative artificial intelligence that help you to learn what’s going on under the hood of ChatGPT and other LLMs Stepwise guides to creating effective, efficient, and ethical prompts that help you get the most utility possible from these exciting new tools Strategies for generating text, images, video, voice, music, and other audio from various publicly available artificial intelligence tools Perfect for anyone with an interest in one of the newest and most practical technological advancements recently released to the public, The Quick Guide to Prompt Engineering is a must-read for tech enthusiasts, marketers, content creators, technical professionals, data experts, and anyone else expected to understand and use generative AI at work or at home. No previous experience is required.

AI Basics and The RGB Prompt Engineering Model

AI Basics and The RGB Prompt Engineering Model PDF

Author: Phill Akinwale

Publisher: Praizion Media

Published: 2023-06-12

Total Pages: 0

ISBN-13: 9781934579220

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Unlock the mysteries of Artificial Intelligence and master the foundations of the RGB Prompt Engineering Model with "AI Basics: A Practical Understanding of RGB Prompt Engineering"! This comprehensive guide is designed for AI enthusiasts, tech hobbyists, and professionals alike who want to delve deeper into the world of AI and understand the groundbreaking RGB Prompt Engineering Model. Each chapter carefully presents a structured pathway from AI's historical origins to the most advanced applications in today's technology landscape. The book navigates you through key AI concepts like Machine Learning, Natural Language Processing, and Computer Vision, setting a robust base for exploring the unique capabilities of the RGB Model. What sets this guide apart is its specific focus on the RGB Prompt Engineering Model, a state-of-the-art tool in AI that elevates machine understanding to new heights. With detailed explanations, real-world examples, and hands-on exercises, you will learn to effectively harness the power of this groundbreaking model. "AI Basics: A Practical Understanding of RGB Prompt Engineering" offers you the future of AI today. Let it be your companion in this fascinating journey towards understanding and applying AI in our daily lives. Prepare to step into the future, one prompt at a time!

Prompt Engineering for Generative AI

Prompt Engineering for Generative AI PDF

Author: James Phoenix

Publisher: "O'Reilly Media, Inc."

Published: 2024-05-16

Total Pages: 423

ISBN-13: 1098153405

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Large language models (LLMs) and diffusion models such as ChatGPT and Stable Diffusion have unprecedented potential. Because they have been trained on all the public text and images on the internet, they can make useful contributions to a wide variety of tasks. And with the barrier to entry greatly reduced today, practically any developer can harness LLMs and diffusion models to tackle problems previously unsuitable for automation. With this book, you'll gain a solid foundation in generative AI, including how to apply these models in practice. When first integrating LLMs and diffusion models into their workflows, most developers struggle to coax reliable enough results from them to use in automated systems. Authors James Phoenix and Mike Taylor show you how a set of principles called prompt engineering can enable you to work effectively with AI. Learn how to empower AI to work for you. This book explains: The structure of the interaction chain of your program's AI model and the fine-grained steps in between How AI model requests arise from transforming the application problem into a document completion problem in the model training domain The influence of LLM and diffusion model architecture—and how to best interact with it How these principles apply in practice in the domains of natural language processing, text and image generation, and code

Prompt Engineering - Basics

Prompt Engineering - Basics PDF

Author: Raj Vaidyamath

Publisher: Independently Published

Published: 2023-05-14

Total Pages: 0

ISBN-13:

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Prompt Engineering Basics is a concise and comprehensive guide that introduces readers to the fundamental principles and techniques of Prompt Engineering. This book provides a solid foundation for understanding the role of prompts in guiding AI models, with a specific focus on OpenAI as a test case. From beginner-level concepts to advanced strategies, Prompt Engineering Basics covers a wide range of topics including prompt design, crafting effective prompts, utilizing OpenAI models, incorporating longchain prompts, and addressing ethical considerations. The book explores the challenges and future directions in the field, highlighting ongoing research and advancements. With practical examples, case studies, and guidelines, Prompt Engineering Basics equips readers with the necessary knowledge and skills to harness the power of prompts in natural language processing tasks. The book emphasizes the importance of scalability, deployment, and maintaining ethical practices in Prompt Engineering. Whether you are a beginner or an experienced professional, Prompt Engineering Basics is a must-read for anyone interested in understanding the fundamentals of Prompt Engineering and unlocking the potential of AI-powered language processing.

Generative AI Foundations in Python

Generative AI Foundations in Python PDF

Author: Carlos Rodriguez

Publisher: Packt Publishing Ltd

Published: 2024-07-26

Total Pages: 190

ISBN-13: 1835464912

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Begin your generative AI journey with Python as you explore large language models, understand responsible generative AI practices, and apply your knowledge to real-world applications through guided tutorials Key Features Gain expertise in prompt engineering, LLM fine-tuning, and domain adaptation Use transformers-based LLMs and diffusion models to implement AI applications Discover strategies to optimize model performance, address ethical considerations, and build trust in AI systems Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionThe intricacies and breadth of generative AI (GenAI) and large language models can sometimes eclipse their practical application. It is pivotal to understand the foundational concepts needed to implement generative AI. This guide explains the core concepts behind -of-the-art generative models by combining theory and hands-on application. Generative AI Foundations in Python begins by laying a foundational understanding, presenting the fundamentals of generative LLMs and their historical evolution, while also setting the stage for deeper exploration. You’ll also understand how to apply generative LLMs in real-world applications. The book cuts through the complexity and offers actionable guidance on deploying and fine-tuning pre-trained language models with Python. Later, you’ll delve into topics such as task-specific fine-tuning, domain adaptation, prompt engineering, quantitative evaluation, and responsible AI, focusing on how to effectively and responsibly use generative LLMs. By the end of this book, you’ll be well-versed in applying generative AI capabilities to real-world problems, confidently navigating its enormous potential ethically and responsibly.What you will learn Discover the fundamentals of GenAI and its foundations in NLP Dissect foundational generative architectures including GANs, transformers, and diffusion models Find out how to fine-tune LLMs for specific NLP tasks Understand transfer learning and fine-tuning to facilitate domain adaptation, including fields such as finance Explore prompt engineering, including in-context learning, templatization, and rationalization through chain-of-thought and RAG Implement responsible practices with generative LLMs to minimize bias, toxicity, and other harmful outputs Who this book is for This book is for developers, data scientists, and machine learning engineers embarking on projects driven by generative AI. A general understanding of machine learning and deep learning, as well as some proficiency with Python, is expected.

Unlocking the Secrets of Prompt Engineering

Unlocking the Secrets of Prompt Engineering PDF

Author: Gilbert Mizrahi

Publisher: Packt Publishing Ltd

Published: 2024-01-12

Total Pages: 316

ISBN-13: 1835088260

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Enhance your writing with AI by mastering prompt engineering techniques and become an expert in developing and utilizing LLM prompts across applications Key Features Master prompt engineering techniques to harness AI's writing potential Discover diverse LLM applications for content creation and beyond Learn through practical examples, use cases, and hands-on guidance Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionUnlocking the Secrets of Prompt Engineering is your key to mastering the art of AI-driven writing. This book propels you into the world of large language models (LLMs), empowering you to create and apply prompts effectively for diverse applications, from revolutionizing content creation and chatbots to coding assistance. Starting with the fundamentals of prompt engineering, this guide provides a solid foundation in LLM prompts, their components, and applications. Through practical examples and use cases, you'll discover how LLMs can be used for generating product descriptions, personalized emails, social media posts, and even creative writing projects like fiction and poetry. The book covers advanced use cases such as creating and promoting podcasts, integrating LLMs with other tools, and using AI for chatbot development. But that’s not all. You'll also delve into the ethical considerations, best practices, and limitations of using LLM prompts as you experiment and optimize your approach for best results. By the end of this book, you'll have unlocked the full potential of AI in writing and content creation to generate ideas, overcome writer's block, boost productivity, and improve communication skills.What you will learn Explore the different types of prompts, their strengths, and weaknesses Understand the AI agent's knowledge and mental model Enhance your creative writing with AI insights for fiction and poetry Develop advanced skills in AI chatbot creation and deployment Discover how AI will transform industries such as education, legal, and others Integrate LLMs with various tools to boost productivity Understand AI ethics and best practices, and navigate limitations effectively Experiment and optimize AI techniques for best results Who this book is for This book is for a wide audience, including writers, marketing and business professionals, researchers, students, tech enthusiasts, and creative individuals. Anyone looking for strategies and examples for using AI co-writing tools like ChatGPT effectively in domains such as content creation, drafting emails, and inspiring artistic works, will find this book especially useful. If you are interested in AI, NLP, and innovative software for personal or professional use, this is the book for you.

The Art and Science of AI Prompt Engineering

The Art and Science of AI Prompt Engineering PDF

Author: Eslam Wahba

Publisher: Independently Published

Published: 2024-05-10

Total Pages: 0

ISBN-13:

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AI Prompt Engineering: A Comprehensive Guide Introduction This book has taken you on a journey through the exciting and rapidly evolving field of AI prompt engineering. We've delved into the inner workings of AI models, explored various techniques for crafting effective prompts, and examined real-world applications across industries. We've also addressed the ethical considerations and future trends that will shape the development of this powerful tool. Understanding AI Models The foundation of prompt engineering lies in understanding how AI models work. We explored the different types of models commonly used in this field, such as Large Language Models (LLMs) like GPT-3 and GPT-4, text-to-image models like DALL-E and Stable Diffusion, and code generation models like Codex and GitHub Copilot. We delved into the architecture of these models, focusing on transformers and their attention mechanisms, which enable AI to process and understand language in a way that mimics human comprehension. We also discussed the limitations of AI models, such as their potential for bias and their susceptibility to generating incorrect or nonsensical information. Crafting Effective Prompts: The Essentials Crafting effective prompts is both an art and a science. We covered the essential elements of a good prompt, including clarity, specificity, context, instructions, and constraints. We learned how to tailor prompts for different tasks and AI models, using clear language, specific keywords, and relevant examples. We explored different types of prompts, such as instruction-based prompts, question-based prompts, and completion-based prompts. We also discussed the importance of context in prompt engineering, emphasizing how providing background information and relevant details can significantly improve the quality of AI-generated responses. Prompt Engineering for Writing and Content Creation Prompt engineering has revolutionized the way we write and create content. We explored how AI can be used as a creative partner, brainstorming ideas, generating outlines, drafting content, and even helping overcome writer's block. We looked at examples of prompts for various writing tasks, from blog posts and articles to poetry and short stories. Prompt Engineering for Research and Information Gathering AI is not just a tool for creativity; it's also a powerful research assistant. We explored how prompt engineering can help us find relevant sources, extract key information, summarize complex texts, compare and contrast different perspectives, and even generate reports and presentations. Prompt Engineering for Code Generation and Programming AI is transforming the way we code. We delved into how prompt engineering can be used to generate code snippets, refactor existing code, debug errors, and explain complex concepts. We discussed the benefits of AI-assisted coding, such as increased productivity and reduced error rates. Advanced Prompt Engineering Techniques As we progressed, we explored more advanced prompt engineering techniques. We learned how to handle complex prompts by breaking them down into smaller, more manageable components. We also discussed the importance of incorporating context effectively and mitigating biases in AI responses. Evaluating and Improving Prompt Performance To get the most out of AI, it's crucial to evaluate and refine your prompts. We explored various metrics for evaluating prompt performance, such as relevance, accuracy, coherence, creativity, and efficiency. We also discussed different evaluation methods, including human evaluation, automated metrics, A/B testing, and benchmarking.

The Prompt Engineer's Handbook: Effective Prompts for Optimal Results

The Prompt Engineer's Handbook: Effective Prompts for Optimal Results PDF

Author: Alexander Schmidt

Publisher: epubli

Published: 2024-05-24

Total Pages: 141

ISBN-13: 3759819265

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The Art of Prompt Engineering: Discover the transformative potential of AI systems. Artificial Intelligence is revolutionising the way we communicate and work. To fully harness the capabilities of AI systems like ChatGPT or Claude one must master the art of formulating precise and creative prompts. Prompt Engineering is essential for obtaining customised, high-quality results from AI. In this book, Alexander Schmidt, an experienced lecturer and expert in analytics and AI-powered communication, guides you through the world of Prompt Engineering step-by-step. Learn the basics, create effective Basic Prompts, and master advanced techniques such as Mega Prompts. Explore how to adapt prompts to various use cases, navigate common pitfalls, and maximise the use of language models like GPT-4. Packed with practical examples, reflective questions, and checklists, this book equips you to sharpen your Prompt Engineering skills in a focused manner. Whether in marketing, data analysis, or customer service, after reading this book, you will be well-prepared to effectively deploy AI systems in your daily work, boosting your productivity and creativity to new heights. Dive into the fascinating world of Prompt Engineering and unlock the vast opportunities that Artificial Intelligence offers for enhancing communication and collaboration. With this guide, you possess the essential tools to precisely control AI systems and achieve impressive results.

Effective Prompt Engineering for Artificial Intelligence

Effective Prompt Engineering for Artificial Intelligence PDF

Author: David Roy Spradlin

Publisher: Independently Published

Published: 2023-01-22

Total Pages: 0

ISBN-13:

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Effective Prompt Engineering for Artificial Intelligence" is a comprehensive guide to designing, implementing, and evaluating prompts for AI models. The book delves into the fundamentals of prompt engineering, including key considerations and factors that influence performance. It also covers various techniques for prompt engineering, including data preprocessing, prompt generation, and evaluation methods. The book also explores real-world applications of prompt engineering across natural language processing, computer vision, robotics, and more. The book also addresses current challenges and future research directions in the field. With case studies, examples, and a glossary of terms, this book is a valuable resource for researchers, engineers, and practitioners looking to improve the performance of their AI models through effective prompt engineering.