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232984930
Building Agentic AI Systems: Create intelligent, autonomous AI agents that can reason, plan, and adapt
75% of respondents would recommend this to a friend
Item #:
232984930
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Gain unparalleled insights into the future of AI autonomy with this comprehensive guide to designing and deploying autonomous AI agents.
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What Stands Out
Autonomous Intelligence
Empowers AI agents to operate independently, enhancing decision-making capabilities without constant human supervision, ideal for complex tasks requiring adaptability and quick reasoning.
Flexible Planning
Equips AI with advanced planning tools, allowing it to develop and modify strategies in real-time, addressing unforeseen challenges efficiently while maintaining goal alignment.
Robust Reasoning
Integrates sophisticated reasoning models that enable AI systems to understand context, derive insights, and solve problems consistently, surpassing standard automation tools in effectiveness and reliability.
Product Details
- Master the art of building AI agents with large language models using the coordinator, worker, and delegator approach for orchestrating complex AI systemsFree with your book: PDF Copy, AI Assistant, and Next-Gen ReaderKey FeaturesUnderstand the foundations and advanced techniques of building intelligent, autonomous AI agentsLearn advanced techniques for reflection, introspection, tool use, planning, and collaboration in agentic systemsExplore crucial aspects of trust, safety, and ethics in AI agent development and applicationsBook DescriptionGain unparalleled insights into the future of AI autonomy with this comprehensive guide to designing and deploying autonomous AI agents that leverage generative AI (GenAI) to plan, reason, and act. Written by industry-leading AI architects and recognized experts shaping global AI standards and building real-world enterprise AI solutions, it explores the fundamentals of agentic systems, detailing how AI agents operate independently, make decisions, and leverage tools to accomplish complex tasks.Starting with the foundations of GenAI and agentic architectures, you’ll explore decision-making frameworks, self-improvement mechanisms, and adaptability. The book covers advanced design techniques, such as multi-step planning, tool integration, and the coordinator, worker, and delegator approach for scalable AI agents.Beyond design, it addresses critical aspects of trust, safety, and ethics, ensuring AI systems align with human values and operate transparently. Real-world applications illustrate how agentic AI transforms industries such as automation, finance, and healthcare. With deep insights into AI frameworks, prompt engineering, and multi-agent collaboration, this book equips you to build next-generation adaptive, scalable AI agents that go beyond simple task execution and act with minimal human intervention.What you will learnMaster the core principles of GenAI and agentic systemsUnderstand how AI agents operate, reason, and adapt in dynamic environmentsEnable AI agents to analyze their own actions and improviseImplement systems where AI agents can leverage external tools and plan complex tasksApply methods to enhance transparency, accountability, and reliability in AIExplore real-world implementations of AI agents across industriesWho this book is forThis book is ideal for AI developers, machine learning engineers, and software architects who want to advance their skills in building intelligent, autonomous agents. It's perfect for professionals with a strong foundation in machine learning and programming, particularly those familiar with Python and large language models. While prior experience with generative AI is beneficial, the book covers foundational concepts for those new to agentic systems.Table of ContentsFundamentals of Generative AIPrinciples of Agentic SystemsEssential Components of Intelligent AgentsReflection and Introspection in AgentsEnabling Tool Use and Planning in AgentsExploring the Coordinator, Worker, and Delegator ApproachEffective Agentic System Design TechniquesBuilding Trust in Generative AI SystemsManaging Safety and Ethical ConsiderationsCommon Use Cases and ApplicationsConclusion and Future Outlook
| Publisher | Packt Publishing |
| Publication date | 21 April 2025 |
| Language | English |
| Print length | 288 pages |
| ISBN-10 | 1803238755 |
| ISBN-13 | 978-1803238753 |
| Item weight | 503 g |
| Dimensions | 19.05 x 1.68 x 23.5 cm |
Who Should Buy?
-
AI Developers
Ideal for developers aiming to build sophisticated AI systems for automation and complex decision-making tasks.
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Data Scientists
Useful for data professionals who want to incorporate adaptive AI agents into data processing and analysis workflows.
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Research Scholars
Beneficial for academic researchers investigating advanced AI techniques in machine learning and agent-based systems.
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Beginner Programmers
Not suitable for those with little to no programming experience seeking simple AI solutions or tutorials.
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AI & Machine Learning Editorial Review
Building Agentic AI Systems Create Intelligent, Autonomous AI Agents That Can Reason, Plan, And Adapt explores the framework necessary to develop sophisticated AI agents. The book, published by Packt Publishing and set to release on April 21, 2025, spans 288 pages and is written in English. It provides readers with insights into how AI agents can be designed to be both intelligent and autonomous, capable of reasoning, planning, and adapting to changes. This can be particularly beneficial for those looking to enhance their understanding of AI technologies. It's a valuable resource for aspiring AI developers.
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Pros
- Comprehensive guide to AI agent development
- Covers reasoning, planning, and adaptation
- Detailed framework for building intelligent systems
- Informative and well-structured content
- Suitable for both beginners and experts
Cons
- No current reviews available for insights
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Features & Benefits
- Master the creation of intelligent and autonomous AI agents.
- Explore advanced techniques like reflection, introspection, and collaboration.
- Learn crucial aspects of trust, safety, and ethics in AI development.
- Includes a free PDF eBook with the purchase of print or Kindle.
- Written by industry-leading experts in AI architecture and standards.
- Real-world applications showcased across multiple industries.
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