Prompt Engineering for Generative AI

Prompt Engineering for Generative AI

Author: James Phoenix

Publisher: "O'Reilly Media, Inc."

Published: 2024-05-16

Total Pages: 430

ISBN-13: 1098153391

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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 for Everyone

Prompt Engineering for Everyone

Author: David Scott Bernstein

Publisher:

Published: 2023-08-15

Total Pages: 0

ISBN-13:

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**Discover the Power of Prompt Engineering to Unlock ChatGPT**Unlock the full potential of ChatGPT and AI-language models with *Prompt Engineering for Everyone*, a groundbreaking guide co-authored by ChatGPT itself. This comprehensive book takes you on a transformative journey into the realm of AI language models, providing practical techniques to craft compelling prompts and revolutionize your interactions with artificial intelligence.From essential prompt writing skills to advanced techniques, this book equips you with the tools to optimize and evaluate prompts, tackle complex topics, and leverage multiple types of prompts. Gain clarity and precision in your AI interactions by learning the art of crafting clear and effective prompts, while understanding the ethics of prompt writing.Step into the future of AI technology with visionary concepts and stay ahead in the rapidly evolving landscape of prompt engineering. Explore the bonus pack for essential prompts and elevate your prompt engineering skills. Get ready to unlock a world of endless possibilities with ChatGPT and prompt engineering! Learn more at https://passprog.com.


The Secrets of ChatGPT Prompt Engineering for Non-Developers

The Secrets of ChatGPT Prompt Engineering for Non-Developers

Author: Cea West

Publisher: Cea West

Published:

Total Pages: 108

ISBN-13:

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Become a prompt engineer with the help of this practical guide. With broad applicability across various topics such as copywriting, SEO, book writing, fiction, and non-fiction, this comprehensive guide provides valuable insights for anyone interested in exploring the art of prompt engineering. Learn practical strategies to monetize your use of ChatGPT while enhancing your writing and communication skills. Boost the efficiency and productivity of content creation by implementing the actionable knowledge gained from this book.


Unlocking the Secrets of Prompt Engineering

Unlocking the Secrets of Prompt Engineering

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.


Prompt Engineering Handbook

Prompt Engineering Handbook

Author: Eslam Wahba

Publisher: Independently Published

Published: 2024-07-20

Total Pages: 0

ISBN-13:

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Book Title: Handbook for Prompt Engineering: A Complete Guide and Examples for Prompt Engineering Science from Scratch to Application Unlock the full potential of AI-driven interactions with the definitive guide to prompt engineering. "Handbook for Prompt Engineering: A Complete Guide and Examples for Prompt Engineering Science from Scratch to Application" provides an authoritative and comprehensive exploration of the principles, techniques, and best practices essential for mastering prompt engineering in natural language processing (NLP) and artificial intelligence (AI). About the Book: Dive deep into the science of prompt engineering, starting with foundational concepts and progressing to advanced methodologies and practical applications. This handbook is meticulously structured into 35 chapters, each offering in-depth coverage of critical topics including designing effective prompts, evaluating and validating prompts, leveraging advanced customization techniques, and addressing ethical considerations in AI. **Key Features: ** 1. **Foundational Knowledge: ** - Understand the basics of prompt engineering and its significance in AI. - Learn about various types of prompts and their specific applications across different domains. 2. **Advanced Techniques: ** - Explore advanced prompt engineering methodologies such as prompt chaining, tuning, and utilizing auxiliary data. - Integrate cutting-edge technologies like quantum computing, federated learning, and edge AI to enhance AI performance. 3. **Ethical and Responsible AI: ** - Address ethical considerations, including bias mitigation, privacy protection, inclusivity, and transparency. - Implement strategies to ensure AI systems operate fairly and responsibly. 4. **Practical Applications: ** - Gain insights from detailed case studies that showcase real-world implementations of prompt engineering. - Learn how to build robust and scalable prompt-based models for healthcare, financial services, education, and more. 5. **Community Building and Collaboration: ** - Discover strategies for building and nurturing a community around prompt engineering. - Encourage knowledge sharing and collaboration to drive innovation and support the growth of the field. 6. **Comprehensive Resources: ** - Utilize appendices that include a glossary of key terms, sample prompts and use cases, essential tools and resources, and ethical guidelines and frameworks. Who Should Read This Book: - AI practitioners and researchers looking to deepen their expertise in prompt engineering. - Data scientists and machine learning engineers seeking to enhance their AI models. - Developers and NLP enthusiasts aiming to create more effective and interactive AI systems. - Ethicists and policymakers focused on promoting fair and responsible AI practices. Equip yourself with the knowledge and tools needed to excel in the rapidly evolving field of prompt engineering. Whether you are a seasoned AI professional or a newcomer to the field, this handbook provides the insights and practical guidance necessary to advance your skills and achieve success in AI-driven interactions. Purchase your copy of "Handbook for Prompt Engineering: A Complete Guide and Examples for Prompt Engineering Science from Scratch to Application" today and transform the way you design and implement AI prompts. Prompt engineering, NLP, AI, machine learning, data science, AI ethics, federated learning, quantum computing, AI models, human-AI collaboration, explainable AI, adaptive learning, zero-shot learning, few-shot learning, ethical AI, inclusive AI.


Hands-On Prompt Engineering

Hands-On Prompt Engineering

Author: Apurv Sibal

Publisher: Wiley

Published: 2024-02-28

Total Pages: 0

ISBN-13: 9781394210763

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A comprehensive introduction to the fundamentals of prompt engineering with ChatGPT Hands-On Prompt Engineering is a practical and essential resource for any professional looking to implement AI in their business. This book teaches you the basics of prompt engineering, which lets you program ChatGPT to perform tasks. It focuses on business applications of AI and walks you through the process of implementing techniques and algorithms using available software tools. You’ll also learn the approaches and best practices that have led to success for leaders in this area. Prompt engineering differs from the process of coding traditional queries in a few key ways. With prompt engineering, task descriptions are formulated as questions, so the description of the task is embedded in the input given to the AI. Additionally, some language models can be trained to complete tasks using information contained in the prompts (prompt-based learning). Hands-On Prompt Engineering teaches you to work with these and pretrained models using Python code. Learn what types of AI language model tasks can be productively automated through prompt engineering Use Python to program OpenAI’s ChatGPT3 and add business value Discover the best practices and proven techniques in the emerging field of prompt engineering Get hands-on guidance for optimizing the output you receive from ChatGPT and other AI models Hands-On Prompt Engineering is an essential resource for software engineers, MLOps engineers, data scientists, and other business professionals interested in utilizing AI and natural language processing with prompt engineering.


Zero to AI

Zero to AI

Author: Nicolò Valigi

Publisher: Manning Publications

Published: 2020-05-19

Total Pages: 262

ISBN-13: 1617296066

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Summary How can artificial intelligence transform your business? In Zero to AI, you’ll explore a variety of practical AI applications you can use to improve customer experiences, optimize marketing, help you cut costs, and more. In this engaging guide written for business leaders and technology pros alike, authors and AI experts Nicolò Valigi and Gianluca Mauro use fascinating projects, hands-on activities, and real-world explanations to make it clear how your business can benefit from AI. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology There’s no doubt that artificial intelligence has made some impressive headlines recently, from besting chess and Go grand masters to producing uncanny deep fakes that blur the lines of reality. But what can AI do for you? If you want to understand how AI will impact your business before you invest your time and money, this book is for you. About the book Zero to AI uses clear examples and jargon-free explanations to show the practical benefits of AI. Each chapter explores a real-world case study demonstrating how companies like Google and Netflix use AI to shape their industries. You begin at the beginning, with a primer on core AI concepts and realistic business outcomes. To help you prepare for the transition, the book breaks down a successful AI implementation, including advice on hiring the right team and making decisions about resources, risks, and costs. What's inside Identifying where AI can help your organization Designing an AI strategy Evaluating project scope and business impact Using AI to boost conversion rates, curate content, and analyze feedback Understanding how modern AI works and what it can/can’t do About the reader For anyone who wants to gain an understanding of practical artificial intelligence and learn how to design and develop projects with high business impact. About the author Gianluca Mauro and Nicolò Valigi are the cofounders of AI Academy, a company specializing in AI trainings and consulting. Table of Contents: 1. An introduction to artificial intelligence PART 1 - UNDERSTANDING AI 2. Artificial intelligence for core business data 3. AI for sales and marketing 4. AI for media 5. AI for natural language 6. AI for content curation and community building PART 2 - BUILDING AI 7. Ready—finding AI opportunities 8. Set—preparing data, technology, and people 9. Go—AI implementation strategy 10. What lies ahead