Download or read book Prompt Engineering for LLMs written by John Berryman and published by "O'Reilly Media, Inc.". This book was released on 2024-11-04 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Large language models (LLMs) are revolutionizing the world, promising to automate tasks and solve complex problems. A new generation of software applications are using these models as building blocks to unlock new potential in almost every domain, but reliably accessing these capabilities requires new skills. This book will teach you the art and science of prompt engineering-the key to unlocking the true potential of LLMs. Industry experts John Berryman and Albert Ziegler share how to communicate effectively with AI, transforming your ideas into a language model-friendly format. By learning both the philosophical foundation and practical techniques, you'll be equipped with the knowledge and confidence to build the next generation of LLM-powered applications. Understand LLM architecture and learn how to best interact with itDesign a complete prompt-crafting strategy for an applicationGather, triage, and present context elements to make an efficient promptMaster specific prompt-crafting techniques like few-shot learning, chain-of-thought prompting, and RAG

Download or read book Mastering Prompt Engineering for LLMs Chain of Thought CoT Tree of thought ToT and Self reflection written by Anand Vemula and published by Anand Vemula. This book was released on with total page 34 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mastering Prompt Engineering for LLMs: CoT, ToT, and Self-Reflection dives into the world of Large Language Models (LLMs) and explores a powerful technique called prompt engineering. This book equips you to unlock the true potential of LLMs by guiding them through complex tasks and reasoning processes. Part 1 lays the foundation by explaining how LLMs work and the importance of prompt design. It introduces Chain of Thought (CoT) prompting, a step-by-step approach for guiding LLMs through logical reasoning. Part 2 delves into Tree of Thought (ToT) prompting, enabling LLMs to explore multiple possibilities and weigh evidence before reaching a conclusion. You'll learn how to craft ToT prompts to tackle open-ended tasks and spark creative problem-solving. Part 3 introduces the concept of self-reflection in LLMs. By crafting prompts that encourage LLMs to analyze their reasoning process, you can enhance the accuracy, reliability, and trustworthiness of their outputs. Part 4 explores the exciting future of prompt engineering. It discusses emerging trends like few-shot learning prompts and interactive prompting techniques that allow for real-time adaptation during LLM interactions. You'll also delve into the ethical considerations of advanced prompt engineering, ensuring responsible use of this powerful technology. Through case studies, use cases, and clear explanations, this book empowers you to become a skilled prompt engineer, unlocking the full potential of LLMs in various fields, from scientific discovery and education to creative writing and marketing.

Download or read book LLM Prompt Engineering for Developers written by Aymen El Amri and published by Packt Publishing Ltd. This book was released on 2024-05-23 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore the dynamic field of LLM prompt engineering with this book. Starting with fundamental NLP principles & progressing to sophisticated prompt engineering methods, this book serves as the perfect comprehensive guide. Key Features In-depth coverage of prompt engineering from basics to advanced techniques. Insights into cutting-edge methods like AutoCoT and transfer learning. Comprehensive resource sections including prompt databases and tools. Book Description"LLM Prompt Engineering For Developers" begins by laying the groundwork with essential principles of natural language processing (NLP), setting the stage for more complex topics. It methodically guides readers through the initial steps of understanding how large language models work, providing a solid foundation that prepares them for the more intricate aspects of prompt engineering. As you proceed, the book transitions into advanced strategies and techniques that reveal how to effectively interact with and utilize these powerful models. From crafting precise prompts that enhance model responses to exploring innovative methods like few-shot and zero-shot learning, this resource is designed to unlock the full potential of language model technology. This book not only teaches the technical skills needed to excel in the field but also addresses the broader implications of AI technology. It encourages thoughtful consideration of ethical issues and the impact of AI on society. By the end of this book, readers will master the technical aspects of prompt engineering & appreciate the importance of responsible AI development, making them well-rounded professionals ready to focus on the advancement of this cutting-edge technology.What you will learn Understand the principles of NLP and their application in LLMs. Set up and configure environments for developing with LLMs. Implement few-shot and zero-shot learning techniques. Enhance LLM outputs through AutoCoT and self-consistency methods. Apply transfer learning to adapt LLMs to new domains. Develop practical skills in testing & scoring prompt effectiveness. Who this book is for The target audience for "LLM Prompt Engineering For Developers" includes software developers, AI enthusiasts, technical team leads, advanced computer science students, and AI researchers with a basic understanding of artificial intelligence. Ideal for those looking to deepen their expertise in large language models and prompt engineering, this book serves as a practical guide for integrating advanced AI-driven projects and research into various workflows, assuming some foundational programming knowledge and familiarity with AI concepts.

Download or read book A Short and Practical Textbook of Prompt Engineering written by Dr Samuel Inbaraja S and published by Samuel Inbaraja S. This book was released on 2023-12-06 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: Consider a scenario where you wish to engage in a conversation with a computer system that can not only understand your natural language but also respond in a meaningful and informative way. This is precisely the goal of prompt engineering, a technique that enables users to harness the power of large language models (LLMs) to perform a wide range of tasks, from generating creative text formats to answering questions, translating languages, and engaging in meaningful conversations. This practical textbook has examples in every chapter and practical exercises at various place to facilitate learning. There are 15 chapters with references and comprehensible content. Learn prompt engineering and improve your chances of landing a job in the new normal of the AI economy in the evolving AI civilization.

Download or read book Data Intelligence and Cognitive Informatics written by I. Jeena Jacob and published by Springer Nature. This book was released on 2024-02-07 with total page 579 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is a collection of peer-reviewed best selected research papers presented at the International Conference on Data Intelligence and Cognitive Informatics (ICDICI 2023), organized by SCAD College of Engineering and Technology, Tirunelveli, India, during June 27–28, 2023. This book discusses new cognitive informatics tools, algorithms and methods that mimic the mechanisms of the human brain which lead to an impending revolution in understating a large amount of data generated by various smart applications. The book includes novel work in data intelligence domain which combines with the increasing efforts of artificial intelligence, machine learning, deep learning and cognitive science to study and develop a deeper understanding of the information processing systems.

Download or read book The Prompt Engineer s Handbook written by Alex Stirling and published by Mental Health Publishing. This book was released on 2024-01-10 with total page 54 pages. Available in PDF, EPUB and Kindle. Book excerpt: Are you ready to unleash the power of prompt engineering and embark on a thrilling 'midjourney' towards unlocking unlimited wealth? Look no further than The Prompt Engineer's Handbook: Unlocking Wealth through Words and Images! In this groundbreaking guide, acclaimed author and chatpgt expert, Alex Stirling, takes you on an exhilarating ride through the world of prompt engineering. Alex also reveals the secrets behind crafting compelling words and captivating images that will leave your audience spellbound, and providing a myriad of contexts where these words and images can be used to generate an income. Whether you're a seasoned entrepreneur looking to take your business to new heights or a student/mom/dad who is looking for a side hustle, this handbook is your ultimate tool. Discover innovative techniques for capturing attention, sparking curiosity, and driving action through carefully designed prompts, that ultimately generate money. Prepare yourself for a transformational experience as you uncover the hidden potential within you. Get ready to rewrite your story and unlock boundless wealth with The Prompt Engineer's Handbook. Your journey starts now!

Download or read book Unlocking the Secrets of Prompt Engineering written by Gilbert Mizrahi and published by Packt Publishing Ltd. This book was released on 2024-01-12 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Gemini AI Prompt Engineering Mastery Playbook written by Dwayne Anderson and published by Estalontech. This book was released on 2024-07-01 with total page 83 pages. Available in PDF, EPUB and Kindle. Book excerpt: Embark on a journey of AI mastery with "Gemini AI Prompt Engineering Mastery Playbook" by Dwayne Anderson. This comprehensive guide transcends conventional boundaries, offering not just prompts but gateways to diverse avenues of artificial intelligence application. The playbook seamlessly incorporates the latest AI technology, utilizing Gemini AI's dynamic capabilities to enhance the user experience and provide unparalleled inspiration. Inside, you'll discover a treasure trove of 400 meticulously curated prompts designed for those seeking to master AI prompt engineering. Dive into the world of AI with prompts that unlock innovative strategies, techniques, and applications across multiple domains. Explore the realms of AI with four distinct categories of prompts: Cryptocurrency Prompt Template: Navigate the ever-evolving market and unlock AI-driven investment strategies. Freelancing Prompts Template: Unveil the secrets to crafting a thriving AI-powered freelance career. Affiliate Marketing Prompt Template: Demystify the art of using AI to turn online influence into a lucrative income stream. Dropshipping Prompts Template: Guide yourself through setting up an AI-enhanced dropshipping business, selecting winning products, and navigating the intricacies of this dynamic model. Unlike traditional guides, "Gemini AI Prompt Engineering Mastery Playbook" doesn't just provide answers; it sparks curiosity, fuels creativity, and invites you to forge your path to AI mastery. Engage with Gemini AI, not merely as a tool but as a companion in your journey toward AI expertise. Each prompt is a doorway to possibilities, beckoning you to explore, adapt, and transform ideas into tangible success. Prepare to unlock your innovative spirit, as Gemini AI becomes your ally in deciphering the language of AI. This isn't just a book; it's your ticket to a world where ideas translate into action, and AI dreams materialize. Embrace the prompts, embrace the journey, and let the pages of "Gemini AI Prompt Engineering Mastery Playbook" be the catalyst for your breakthrough in artificial intelligence.

Download or read book Prompt Engineering for Large Language Models written by Nimrita Koul and published by Nimrita Koul. This book was released on with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: This eBook ‘Prompt Engineering for Large Language Models’ is meant to be a concise and practical guide for the reader. It teaches you to write better prompts for generative artificial intelligence models like Google’s BARD and OpenAI’s ChatGPT. These models have been trained on huge volumes of data to generate text and provide a free of cost, web-based interface to the underlying models as of 11 Nov. 2023. These models are fine tuned for conversational AI applications. All the prompts used in the eBook have been tested on the web interface of BARD and ChatGPT-3.5.

Download or read book Generative AI and LLMs written by S. Balasubramaniam and published by Walter de Gruyter GmbH & Co KG. This book was released on 2024-09-23 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Generative artificial intelligence (GAI) and large language models (LLM) are machine learning algorithms that operate in an unsupervised or semi-supervised manner. These algorithms leverage pre-existing content, such as text, photos, audio, video, and code, to generate novel content. The primary objective is to produce authentic and novel material. In addition, there exists an absence of constraints on the quantity of novel material that they are capable of generating. New material can be generated through the utilization of Application Programming Interfaces (APIs) or natural language interfaces, such as the ChatGPT developed by Open AI and Bard developed by Google. The field of generative artificial intelligence (AI) stands out due to its unique characteristic of undergoing development and maturation in a highly transparent manner, with its progress being observed by the public at large. The current era of artificial intelligence is being influenced by the imperative to effectively utilise its capabilities in order to enhance corporate operations. Specifically, the use of large language model (LLM) capabilities, which fall under the category of Generative AI, holds the potential to redefine the limits of innovation and productivity. However, as firms strive to include new technologies, there is a potential for compromising data privacy, long-term competitiveness, and environmental sustainability. This book delves into the exploration of generative artificial intelligence (GAI) and LLM. It examines the historical and evolutionary development of generative AI models, as well as the challenges and issues that have emerged from these models and LLM. This book also discusses the necessity of generative AI-based systems and explores the various training methods that have been developed for generative AI models, including LLM pretraining, LLM fine-tuning, and reinforcement learning from human feedback. Additionally, it explores the potential use cases, applications, and ethical considerations associated with these models. This book concludes by discussing future directions in generative AI and presenting various case studies that highlight the applications of generative AI and LLM.

Download or read book Generative AI for Effective Software Development written by Anh Nguyen-Duc and published by Springer Nature. This book was released on with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Generative AI For Business Leaders written by I. Almeida and published by Now Next Later AI. This book was released on 2023-12-03 with total page 529 pages. Available in PDF, EPUB and Kindle. Book excerpt: 2024 Edition. Free access to the AI Academy! One of the books in this collection is shortlisted for the 2023 HARVEY CHUTE Book Awards recognizing emerging talent and outstanding works in the genre of Business and Enterprise Non-Fiction. Byte-sized Learning AI series by Now Next Later AI: Practical guides providing senior decision-makers with a clear, accessible roadmap for harnessing the power of generative AI, enhancing innovation, and boosting business outcomes. Save by buying the entire 3 book series in one single collection and gain free access to the AI Academy platform. There you can view free course modules, test your knowledge through quizzes, attend webinars, and engage in discussion with other readers. Book: Generative AI Transformation Blueprint This practical and concise guide provides senior decision-makers with a clear, accessible roadmap for harnessing the power of generative AI, enhancing innovation, and boosting business outcomes. Drawing on insights from AI-enabled business transformations in diverse sectors, it presents a validated strategic approach. This blueprint not only outlines best practices but also showcases pioneering use cases, integrating them into a cohesive framework for practical implementation. This scenario-based approach helps leaders understand where and how to apply the practices outlined. Spanning across areas from strategic alignment and talent development to ethical governance and sustaining a competitive edge amid relentless underlying progress, it delivers clarity for charting an optimal Generative AI roadmap. Book: Introduction to Large Language Models for Business Leaders: Responsible AI Strategy Beyond Fear and Hype Shortlisted for the 2023 HARVEY CHUTE Explore the transformative potential of technologies like GPT-4 and Claude 2. These large language models (LLMs) promise to reshape how businesses operate. Aimed at non-technical business leaders, this guide offers a pragmatic approach to leveraging LLMs for tangible benefits, while ensuring ethical considerations aren't sidelined. LLMs can refine processes in marketing, software development, HR, R&D, customer service, and even legal operations. But it's essential to approach them with a balanced view. In this guide, you'll: - Learn about the rapid advancements of LLMs. - Understand complex concepts in simple terms. - Discover practical business applications. - Get strategies for smooth integration. - Assess potential impacts on your team. - Delve into the ethics of deploying LLMs. With a clear aim to inform rather than influence, this book is your roadmap to adopting LLMs thoughtfully, maximizing benefits, and minimizing risks. Let's move beyond the noise and understand how LLMs can genuinely benefit your business. Book: Artificial Intelligence Fundamentals for Business Leaders: Up to Date With Generative AI The perfect guide to help non-technical business leaders understand the power of AI: Machine Learning, Neural Networks, and Data Management. Up to date with Generative AI. More Than a Book Collection By purchasing this series, you will also be granted free access to the AI Academy platform. There you can test your knowledge through end-of-chapter quizzes and engage in discussion with other readers. You will also receive free modules and 50% discount toward the enrollment in the self-paced course of the same name and enjoy video summary lessons, instructor-graded assignments, and live sessions. A course certificate will be awarded upon successful completion. AI Academy by Now Next Later AI We are the most trusted and effective learning platform dedicated to empowering leaders with the knowledge and skills needed to harness the power of AI safely and ethically. We are a human-centric organization. Chat with us anytime.

Download or read book Mastering ChatGPT A Comprehensive Guide to Prompt Engineering Coding and Monetization written by Balaji murumbe and published by Today's Q. This book was released on 2023-06-05 with total page 75 pages. Available in PDF, EPUB and Kindle. Book excerpt: Description: "Mastering ChatGPT: A Comprehensive Guide to Prompt Engineering, Coding, and Monetization" is the ultimate resource for anyone looking to harness the power of ChatGPT and unlock its full potential. Whether you're a developer, entrepreneur, or AI enthusiast, this ebook will equip you with the knowledge and skills to excel in prompt engineering, coding, and monetization. In this comprehensive guide, you'll dive deep into the world of prompt engineering and learn how to craft effective prompts that elicit precise and tailored responses from ChatGPT. Discover advanced techniques, strategies, and best practices to optimize your inputs and achieve desired outcomes. With practical examples and real-world scenarios, you'll gain a solid foundation in prompt engineering and be able to apply these skills to a wide range of applications. But that's not all. This ebook also delves into the realm of coding with ChatGPT, showing you how to leverage its capabilities for various programming tasks. Explore the possibilities of generating code snippets, enhancing your software development workflows, and tapping into the potential of ChatGPT as a coding assistant. Unlock new avenues for efficiency and creativity in your coding endeavors. Furthermore, "Mastering ChatGPT" offers insights and strategies for monetizing your ChatGPT expertise. Learn how to transform your skills into revenue streams, whether by developing AI-powered products, offering consultancy services, or creating compelling content. Discover the lucrative opportunities that await you in the world of ChatGPT monetization and get practical tips for navigating this exciting landscape. With its comprehensive approach, expert guidance, and practical advice, "Mastering ChatGPT: A Comprehensive Guide to Prompt Engineering, Coding, and Monetization" is your definitive companion on the journey to mastering ChatGPT. Unleash the power of ChatGPT, unlock new possibilities, and achieve success in prompt engineering, coding, and monetization. Get ready to take your AI skills to the next level.

Download or read book Building LLM Powered Applications written by Valentina Alto and published by Packt Publishing Ltd. This book was released on 2024-05-22 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get hands-on with GPT 3.5, GPT 4, LangChain, Llama 2, Falcon LLM and more, to build LLM-powered sophisticated AI applications Key Features Embed LLMs into real-world applications Use LangChain to orchestrate LLMs and their components within applications Grasp basic and advanced techniques of prompt engineering Book DescriptionBuilding LLM Powered Applications delves into the fundamental concepts, cutting-edge technologies, and practical applications that LLMs offer, ultimately paving the way for the emergence of large foundation models (LFMs) that extend the boundaries of AI capabilities. The book begins with an in-depth introduction to LLMs. We then explore various mainstream architectural frameworks, including both proprietary models (GPT 3.5/4) and open-source models (Falcon LLM), and analyze their unique strengths and differences. Moving ahead, with a focus on the Python-based, lightweight framework called LangChain, we guide you through the process of creating intelligent agents capable of retrieving information from unstructured data and engaging with structured data using LLMs and powerful toolkits. Furthermore, the book ventures into the realm of LFMs, which transcend language modeling to encompass various AI tasks and modalities, such as vision and audio. Whether you are a seasoned AI expert or a newcomer to the field, this book is your roadmap to unlock the full potential of LLMs and forge a new era of intelligent machines.What you will learn Explore the core components of LLM architecture, including encoder-decoder blocks and embeddings Understand the unique features of LLMs like GPT-3.5/4, Llama 2, and Falcon LLM Use AI orchestrators like LangChain, with Streamlit for the frontend Get familiar with LLM components such as memory, prompts, and tools Learn how to use non-parametric knowledge and vector databases Understand the implications of LFMs for AI research and industry applications Customize your LLMs with fine tuning Learn about the ethical implications of LLM-powered applications Who this book is for Software engineers and data scientists who want hands-on guidance for applying LLMs to build applications. The book will also appeal to technical leaders, students, and researchers interested in applied LLM topics. We don’t assume previous experience with LLM specifically. But readers should have core ML/software engineering fundamentals to understand and apply the content.

Download or read book Artificial Intelligence ECAI 2023 International Workshops written by Sławomir Nowaczyk and published by Springer Nature. This book was released on 2024-02-21 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings presented at the international workshops of the 26th European Conference on Artificial Intelligence, ECAI 2023, which was held in Kraków, Poland, in September-October 2023. The papers in this volume were presented at the following workshops: XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI.

Download or read book Learn Prompt Engineering in 2 hours written by Crytoineer and published by Cryptoineer Inc. This book was released on 2023-08-09 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn Prompt Engineering in 2 Hours and Start Boost Efficiency with ChatGPT Learn the basics of prompt engineering and how to use it to Boost Efficiency with ChatGPT, the world's most powerful language model. In this ebook, you will: Understand the basics of how ChatGPT works Learn how to write effective prompts Explore different prompt engineering techniques Practice your skills with hands-on exercises By the end of this ebook, you will be able to: Generate creative text with ChatGPT Use prompt engineering to improve the quality of your results Apply your skills to a variety of tasks, such as writing, translating, and summarizing text Bonus: This ebook includes a chapter on the ChatGPT prompt cheat sheet, which provides a quick reference guide to the most common prompt engineering techniques. This ebook is perfect for: Anyone who wants to learn how to use ChatGPT Developers who want to use prompt engineering to improve their applications Creative writers who want to generate new ideas Learn how to use prompt engineering to unlock the power of ChatGPT and start Boost Efficiency today! Why should you buy this ebook? This ebook is the fastest and easiest way to learn prompt engineering. You will learn from an experienced prompt engineer who has been using ChatGPT for years. The ebook includes a chapter on the ChatGPT prompt cheat sheet, which is a valuable resource for anyone who wants to use prompt engineering. The ebook is available for a low price, making it an affordable way to learn a valuable skill. Don't wait, buy this ebook today and start learning how to use prompt engineering to Boost Efficiency with ChatGPT!

Download or read book Formal Methods and Software Engineering written by Yi Li and published by Springer Nature. This book was released on 2023-11-09 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 24th International Conference on Formal Methods and Software Engineering, ICFEM 2023, held in Brisbane, QLD, Australia, during November 21–24, 2023. The 13 full papers presented together with 8 doctoral symposium papers in this volume were carefully reviewed and selected from 34 submissions, the volume also contains one invited paper. The conference focuses on applying formal methods to practical applications and presents papers for research in all areas related to formal engineering methods.