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Building Generative AI Services with FastAPI: A Practical Approach to Developing Context-Rich Generative AI Applications

Building Applications with AI Agents: Designing and Implementing...

Author: Michael AlbadaLanguage: EnglishPublisher: O'Reilly MediaPages: 283Year: 2025
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Description

Building Applications with AI Agents: Designing and Implementing Multiagent Systems.

The rapid advancement of generative artificial intelligence has transformed the way individuals and organizations solve complex problems, enabling ideas to move from concept to working solutions faster than ever before. One of the most significant developments in this evolution is the rise of AI agents—intelligent systems that combine powerful foundation models with tools, memory, external knowledge, and reasoning to tackle sophisticated, multi-step tasks.

From software development and research to business analysis and automation, AI agents are reshaping workflows and improving productivity across countless industries. However, building reliable agent-based systems requires careful planning, thoughtful design, and a clear understanding of the technologies involved.

In this practical guide, Michael Albada provides a research-backed framework for designing, developing, and deploying both single-agent and multi-agent AI systems. The book breaks down complex concepts into clear, actionable steps, helping readers confidently create intelligent solutions that are scalable, efficient, and adaptable to real-world challenges.

Inside the book, you’ll learn how to:

  • Understand the architecture and capabilities of AI agents powered by modern foundation models.
  • Explore the essential building blocks, design patterns, and operating principles behind effective agent systems.
  • Evaluate design trade-offs and implement coordinated multi-agent solutions for complex tasks.
  • Build and deploy customized AI agents that improve productivity, streamline workflows, and drive innovation.
  • Apply practical techniques for turning AI concepts into reliable, real-world applications.

Whether you’re an AI developer, software engineer, researcher, or technology leader, this book provides the knowledge and practical guidance needed to harness the full potential of AI agents and build intelligent systems for the next generation of applications.

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