Dynamic Context Engineering
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Dynamic Context Engineering
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Author : Tony Larson
language : en
Publisher: Independently Published
Release Date : 2025-08-03
Dynamic Context Engineering written by Tony Larson and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-03 with Computers categories.
To harness the full potential of large language models (LLMs), mastering context is essential. Dynamic Context Engineering: Mastering Retrieval, Memory, and Tools for Advanced AI Systems offers a comprehensive, hands-on guide to designing intelligent, scalable, and robust AI systems through precise control over context. This book empowers developers, AI engineers, and data scientists to move beyond basic prompt engineering, providing a deep understanding of how to architect retrieval pipelines, memory systems, and tool integrations that drive advanced AI behaviors. Whether you're building a customer support agent, a research assistant, or a content generation system, this book delivers the tools, strategies, and practical insights to create AI that reasons, adapts, and performs reliably in production. This book introduces a systematic approach to context engineering, exploring how information flows into and through LLMs to enable sophisticated capabilities like autonomous task chaining, retrieval-augmented generation, dynamic memory loops, and ethical data handling. With detailed explanations, production-ready Python code using LangChain, LangGraph, and Pinecone, and real-world case studies, each chapter equips you with actionable techniques to tackle challenges like token limits, hallucinations, and privacy concerns. From foundational concepts to future-facing innovations, this book provides a blueprint for building AI systems that are not only powerful but also transparent, scalable, and trustworthy. Inside, you'll learn how to: Grasp the critical role of context in shaping LLM performance and behavior, from input processing to output generation. Design structured context schemas and state management systems to ensure clarity and consistency in agent workflows. Build and optimize retrieval pipelines using semantic search, chunking, and hybrid techniques to deliver relevant, timely data. Implement memory loops with reflexion and feedback to enable continuous learning and lifelong memory in agents. Leverage LangChain and LangGraph to orchestrate multi-agent systems for tasks like search, support, and content generation. Apply compression and pruning strategies to manage extended context windows efficiently, reducing latency and costs. Ensure explainability and auditing through traceable context logs and validation checks, using tools like LangSmith. Address privacy, ethics, and trust with anonymized data storage, bias detection, and user-controlled memory systems. Deploy production-ready agents, from support bots to enterprise assistants, using modular, scalable architectures. Explore future directions, including extended context windows, interpretable LLMs, and privacy-preserving techniques. Whether you're a seasoned developer, an AI architect, or a technical leader, Dynamic Context Engineering is your essential guide to building AI systems that excel in real-world applications. Packed with reusable design patterns, complete code examples, and expert insights, this book empowers you to create systems that reason intelligently, adapt dynamically, and operate ethically. Master the art of context engineering, and unlock the future of advanced AI systems. Get your copy of Dynamic Context Engineering: Mastering Retrieval, Memory, and Tools for Advanced AI Systems today!
Building Applications With Ai Agents
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Author : Michael Albada
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2025-09-16
Building Applications With Ai Agents written by Michael Albada 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 2025-09-16 with categories.
Generative AI has revolutionized how organizations tackle problems, accelerating the journey from concept to prototype to solution. As the models become increasingly capable, we have witnessed a new design pattern emerge: AI agents. By combining tools, knowledge, memory, and learning with advanced foundation models, we can now sequence multiple model inferences together to solve ambiguous and difficult problems. From coding agents to research agents to analyst agents and more, we've already seen agents accelerate teams and organizations. While these agents enhance efficiency, they often require extensive planning, drafting, and revising to complete complex tasks, and deploying them remains a challenge for many organizations, especially as technology and research rapidly develops. This book is your indispensable guide through this intricate and fast-moving landscape. Author Michael Albada provides a practical and research-based approach to designing and implementing single- and multiagent systems. It simplifies the complexities and equips you with the tools to move from concept to solution efficiently. Understand the distinct features of foundation model-enabled AI agents Discover the core components and design principles of AI agents Explore design trade-offs and implement effective multiagent systems Design and deploy tailored AI solutions, enhancing efficiency and innovation in your field
Enabling Context Aware Web Services
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Author : Quan Z. Sheng
language : en
Publisher: CRC Press
Release Date : 2010-05-06
Enabling Context Aware Web Services written by Quan Z. Sheng and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-05-06 with Computers categories.
With recent advances in radio-frequency identification (RFID) technology, sensor networks, and enhanced Web services, the original World Wide Web is continuing its evolution into what is being called the Web of Things and Services. Such a Web will support an ultimately interactive environment where everyday physical objects such as buildings, sidew
Agentic Ai For Dummies
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Author : Pam Baker
language : en
Publisher: John Wiley & Sons
Release Date : 2026-01-27
Agentic Ai For Dummies written by Pam Baker and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2026-01-27 with Computers categories.
An easy-to-follow guide to demystifying Agentic AI, the next step in the evolution of artificial intelligence Agentic AI is the next big leap in artificial intelligence. Agentic systems don't just respond to commands. They set goals, make decisions, and take initiative without direct human interaction. Sound like a lot to wrap your head around? Fortunately Agentic AI For Dummies is here to help you gain understanding of this advancing technology. Written by the author of ChatGPT For Dummies and Generative AI For Dummies, this easy-to-understand tech guide helps you take your first steps into Agentic AI. Get insight into the technologies driving Agentic AI, a road map for shifting from legacy systems to Agentic systems, and a tour of real-world use cases for Agentic AI. This books arms you with an understanding to make better decisions about how and when to use Agentic AI technologies. Inside the book: Discussions of the technological foundations of agentic AI Explorations of the wide variety of applications of the AI agents, including in scientific research, innovation, business operations, healthcare, and more Insightful examinations of the ethical considerations and hurdles you'll need to navigate when it's time to deploy agentic AI in your company Perfect for business owners, entrepreneurs, managers, executives, professionals and team leaders in the private sector, Agentic AI For Dummies is a hands-on toolkit and strategy guide for using autonomous AI solutions to solve hard problems in your organization.
The Smart Internet
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Author : Mark Chignell
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-10-19
The Smart Internet written by Mark Chignell 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 2010-10-19 with Computers categories.
I love the idea of a Smart Internet that lets users improve many parts of their lives, pulling together data and services from around the internet. This won’t happen with large unwieldy programming requirements. . . it will happen because we’re moving towards integrated, simple tasks that users can do on an every day basis. With services available on the cloud, with analytics available, with data that has meaning to the user and not just to some protocol parser - with all of these, users at all levels will be able to do a better job. The users may be small and large enterprises, local governments, individuals, etc. All of this means that as the world is becoming more intelligent, instrumented and more interconnected, we’ll be headed towards smarter health care, smarter cities, and smarter lives. ” — Gennaro A. Cuomo, IBM Software Group Vice President and IBM Fellow, WebSphere Chief Technology O?cer Congratulations to the team on the publication of this ?rst volume of the IBM CASResearchbookseries!Thisisasigni?cantmilestoneforIBMCASResearch. This series not only captures the innovations resulting from the collaboration acrossIBM technical leaders,IBM CAS faculty members, as well as our network of distinguished academic partners, it also lays the foundation for ongoing c- mercialization of future research initiatives.
Tamkang Journal Of Science And Engineering
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Author :
language : en
Publisher:
Release Date : 2000
Tamkang Journal Of Science And Engineering written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Engineering categories.
Encyclopedia Of Information Science And Technology Third Edition
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Author : Khosrow-Pour, D.B.A., Mehdi
language : en
Publisher: IGI Global
Release Date : 2014-07-31
Encyclopedia Of Information Science And Technology Third Edition written by Khosrow-Pour, D.B.A., Mehdi and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-31 with Computers categories.
"This 10-volume compilation of authoritative, research-based articles contributed by thousands of researchers and experts from all over the world emphasized modern issues and the presentation of potential opportunities, prospective solutions, and future directions in the field of information science and technology"--Provided by publisher.
Work Study And Industrial Engineering
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Author :
language : en
Publisher:
Release Date : 1958
Work Study And Industrial Engineering written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1958 with Industrial engineering categories.
International Conference Engineering Design
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Author :
language : en
Publisher:
Release Date : 1989
International Conference Engineering Design written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with Computer-aided design categories.
International Directory Of Software
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Author :
language : en
Publisher:
Release Date : 1980
International Directory Of Software written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1980 with Computer industry categories.