Generative Ai Design Patterns
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Generative Ai Design Patterns
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Author : Valliappa Lakshmanan
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2025-10-03
Generative Ai Design Patterns written by Valliappa Lakshmanan and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-10-03 with Computers categories.
Generative AI enables powerful new capabilities, but they come with some serious limitations that you'll have to tackle to ship a reliable application or agent. Luckily, experts in the field have compiled a library of 32 tried-and-true design patterns to address the challenges you're likely to encounter when building applications using LLMs, such as hallucinations, nondeterministic responses, and knowledge cutoffs. This book codifies research and real-world experience into advice you can incorporate into your projects. Each pattern describes a problem, shows a proven way to solve it with a fully coded example, and discusses trade-offs. Design around the limitations of LLMs Ensure that generated content follows a specific style, tone, or format Maximize creativity while balancing different types of risk Build agents that plan, self-correct, take action, and collaborate with other agents Compose patterns into agentic applications for a variety of use cases
Generative Ai Design Patterns
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Author : Valliappa Lakshmanan
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2025-10-03
Generative Ai Design Patterns written by Valliappa Lakshmanan and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-10-03 with Computers categories.
Generative AI enables powerful new capabilities, but they come with some serious limitations that you'll have to tackle to ship a reliable application or agent. Luckily, experts in the field have compiled a library of 32 tried-and-true design patterns to address the challenges you're likely to encounter when building applications using LLMs, such as hallucinations, nondeterministic responses, and knowledge cutoffs. This book codifies research and real-world experience into advice you can incorporate into your projects. Each pattern describes a problem, shows a proven way to solve it with a fully coded example, and discusses trade-offs. Design around the limitations of LLMs Ensure that generated content follows a specific style, tone, or format Maximize creativity while balancing different types of risk Build agents that plan, self-correct, take action, and collaborate with other agents Compose patterns into agentic applications for a variety of use cases
Advances In Artificial Intelligence
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Author : Canadian Society for Computational Studies of Intelligence. Conference
language : en
Publisher: Springer Science & Business Media
Release Date : 2003-05-27
Advances In Artificial Intelligence written by Canadian Society for Computational Studies of Intelligence. Conference and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-05-27 with Business & Economics categories.
This book constitutes the refereed proceedings of the 16th Conference of the Canadian Society for Computational Studies of Intelligence, AI 2003, held in Halifax, Canada in June 2003. The 30 revised full papers and 24 revised short papers presented were carefully reviewed and selected from 106 submissions. The papers are organized in topical sections on knowledge representation, search, constraint satisfaction, machine learning and data mining, AI and Web applications, reasoning under uncertainty, agents and multi-agent systems, AI and bioinformatics, and AI and e-commerce.
Advances In Artificial Intelligence
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Author : Yang Xiang
language : en
Publisher: Springer
Release Date : 2003-08-03
Advances In Artificial Intelligence written by Yang Xiang and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-08-03 with Computers categories.
This book constitutes the refereed proceedings of the 16th Conference of the Canadian Society for Computational Studies of Intelligence, AI 2003, held in Halifax, Canada in June 2003. The 30 revised full papers and 24 revised short papers presented were carefully reviewed and selected from 106 submissions. The papers are organized in topical sections on knowledge representation, search, constraint satisfaction, machine learning and data mining, AI and Web applications, reasoning under uncertainty, agents and multi-agent systems, AI and bioinformatics, and AI and e-commerce.
Design For Privacy
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Author : Robert Stribley
language : en
Publisher: Rosenfeld Media
Release Date : 2025-11-11
Design For Privacy written by Robert Stribley and has been published by Rosenfeld Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-11-11 with Design categories.
Are your designs protecting—or exposing—your users? In Design for Privacy, you’ll uncover how shifting technologies threaten personal data and what that means for your work. This book offers practical guidelines and proven strategies to create experiences that respect and protect people’s privacy, while helping you foster a culture of “privacy by design” in your organization and practice. Who Should Read This Book All designers—UX, interface, or product—are waking up to the importance of privacy. But if you’re a strategist, a developer, a producer, or a product manager, online privacy is your job, too. Design for Privacy dissects and explains the ever-changing field of designing for privacy in depth. Takeaways In the fluid world of online privacy, this book explains how to address: Critical privacy issues, such as cyberstalking and bullying How to handle your role as a designer of privacy issues Why your business should care about your customers’ privacy What it means to handle data responsibly How to use careful language with regard to privacy Which privacy tools work How to create a privacy-by-design scenario in your business How AI is impacting online privacy How legal, ethical, and moral issues affect privacy How to comply with federal and international laws of privacy What your rights are where privacy is concerned
Llm Application Design Patterns
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Author : Peter Flemming
language : en
Publisher: Independently Published
Release Date : 2025-07-17
Llm Application Design Patterns written by Peter Flemming and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-17 with Computers categories.
What if you could build AI apps that think, reason, and adapt-just like human developers do? LLM Design Patterns isn't just another AI book-it's your ultimate playbook for building intelligent, production-ready applications using large language models. Whether you're creating a research assistant, a customer support agent, or a personalized tutor, this guide gives you the architectural blueprints, prompt strategies, and deployment workflows you need to build confidently with generative AI. Inside, you'll discover how to harness the full power of LLMs using proven design patterns-ranging from Retrieval-Augmented Generation (RAG) and agent loops to memory-aware reasoning and multimodal enhancements. You'll go beyond theory with hands-on, real-world projects, complete code examples, and step-by-step tutorials built with LangChain, OpenAI, LangServe, and FastAPI. Key benefits: Master prompt engineering through reusable patterns and templates Architect scalable, agentic AI systems that go beyond basic chatbots Add reasoning, memory, and even vision to your applications Deploy with confidence using modern frameworks like LangServe Learn by doing with full-stack projects and annotated codebases What makes this book truly unique? It's developer-first and battle-tested-blending expert commentary, practical insight, and modern best practices to help you go from idea to intelligent system without the guesswork. Whether you're an AI engineer, software developer, or product builder, this is the resource you've been waiting for to take your LLM skills to the next level. Ready to build smarter apps with generative AI? Start your journey today.
Azure Openai Service For Cloud Native Applications
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Author : Adrián González Sánchez
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2024-06-27
Azure Openai Service For Cloud Native Applications written by Adrián González Sánchez and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-27 with Computers categories.
Get the details, examples, and best practices you need to build generative AI applications, services, and solutions using the power of Azure OpenAI Service. With this comprehensive guide, Microsoft AI specialist Adrián González Sánchez examines the integration and utilization of Azure OpenAI Service—using powerful generative AI models such as GPT-4 and GPT-4o—within the Microsoft Azure cloud computing platform. To guide you through the technical details of using Azure OpenAI Service, this book shows you how to set up the necessary Azure resources, prepare end-to-end architectures, work with APIs, manage costs and usage, handle data privacy and security, and optimize performance. You'll learn various use cases where Azure OpenAI Service models can be applied, and get valuable insights from some of the most relevant AI and cloud experts. Ideal for software and cloud developers, product managers, architects, and engineers, as well as cloud-enabled data scientists, this book will help you: Learn how to implement cloud native applications with Azure OpenAI Service Deploy, customize, and integrate Azure OpenAI Service with your applications Customize large language models and orchestrate knowledge with company-owned data Use advanced roadmaps to plan your generative AI project Estimate cost and plan generative AI implementations for adopter companies
Artificial Intelligence In Education Posters And Late Breaking Results Workshops And Tutorials Industry And Innovation Tracks Practitioners Doctoral Consortium And Blue Sky
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Author : Andrew M. Olney
language : en
Publisher: Springer Nature
Release Date : 2024-07-01
Artificial Intelligence In Education Posters And Late Breaking Results Workshops And Tutorials Industry And Innovation Tracks Practitioners Doctoral Consortium And Blue Sky written by Andrew M. Olney and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-01 with Computers categories.
This volume constitutes poster papers and late breaking results presented during the 25th International Conference on Artificial Intelligence in Education, AIED 2024, which took place in Recife, Brazil, during July 8–12, 2024. The 18 full papers and 92 short papers were carefully reviewed and selected from 200 submissions. They are organized in topical sections as follows: Part One: Blue Sky, Industry, Innovation and Practitioner, WideAIED and Late-Breaking Results. Part Two: Late-Breaking Results, Doctoral Consortium, Workshops and Tutorials.
Information Architecture And Ux Design
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Author : Wei Ding
language : en
Publisher: Springer Nature
Release Date : 2025-01-07
Information Architecture And Ux Design written by Wei Ding and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-07 with Computers categories.
This book explores integrated information spaces in the web context and beyond, with a focus on putting theories and principles into practice. The authors illustrate the heightened significance of Information Architecture (IA) and User Experience (UX) in industry and society. Building on foundational perspectives, the book explores advanced topics such as user research, the evolving role of Artificial Intelligence (AI), human information behaviors, and systems thinking. This Third Edition adopts a forward-looking approach to integrated web, social media, business tools, and more. Additionally, the book covers advancements in information technologies since the last release, including Generative AI and evolving IA/UX practices.
Business Process Management Responsible Bpm Forum Process Technology Forum Educators Forum
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Author : Mahendrawathi ER
language : en
Publisher: Springer Nature
Release Date : 2025-08-29
Business Process Management Responsible Bpm Forum Process Technology Forum Educators Forum written by Mahendrawathi ER and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-29 with Computers categories.
This book constitutes the proceedings of the BPM 2025 Responsible BPM Forum, Process Technology Forum, and Educators Forum held at the 23rd International Conference on Business Process Management, BPM 2025, which took place in Seville, Spain, during September 2025. The Responsible Business Process Management (RBPM) Forum provides a platform for exploring how to integrate responsibility into BPM practices, addressing challenges from three perspectives: technological, managerial, and conceptual. The Process Technology Forum covers technical and engineering aspects related to the study, design, development, and maintenance of software systems that support the modeling, simulation, analysis, enactment, and monitoring of business processes. The Educators Forum deals with possibilities to improve BPM teaching in a dynamic and practice-oriented way. The total of 32 papers included in this book was carefully reviewed and selected from a total of 65 papers submitted to these forums.