Building Agentic AI Systems
Artificial Intelligence
Book Details
Book Title
Building Agentic AI Systems
Author
Anjanava Biswas, Wrick Talukdar
Publisher
Packt Publishing
Publication Date
2025
ISBN
9781803238753
Number of Pages
310
Language
English
Format
File Size
7.4MB
Subject
Artificial Intelligence
Table of Contents
- Building Agentic AI Systems
- Foreword
- Foreword 2
- Contributors
- About the authors
- About the reviewers
- Join our communities on Discord and Reddit
- Preface
- Part 1: Foundations of Generative AI and Agentic Systems
- Chapter 1: Fundamentals of Generative AI
- Introduction to generative AI
- Types of generative AI models
- Applications of generative AI
- Challenges and limitations of generative AI
- Summary
- Questions
- Answers
- Further reading
- References
- Join our communities on Discord and Reddit
- Chapter 2: Principles of Agentic Systems
- Technical requirements
- Understanding self-governance, agency, and autonomy
- Reviewing intelligent agents and their characteristics
- Exploring the architecture of agentic systems
- Understanding multi-agent systems
- Summary
- Questions
- Answers
- Join our communities on Discord and Reddit
- Chapter 3: Essential Components of Intelligent Agents
- Technical requirements
- Knowledge representation in intelligent agents
- Reasoning in intelligent agents
- Learning mechanisms for adaptive agents
- Decision-making and planning in agentic systems
- Enhancing agent capabilities with generative AI
- Summary
- Questions
- Answers
- Join our communities on Discord and Reddit
- Part 2: Designing and Implementing Generative AI-Based Agents
- Chapter 4: Reflection and Introspection in Agents
- Technical requirements
- The importance of reflection in agents
- Introspection in intelligent agents
- Implementing reflective capabilities
- Use cases and examples
- Summary
- Questions
- Answers
- Join our communities on Discord and Reddit
- Chapter 5: Enabling Tool Use and Planning in Agents
- Technical requirements
- Understanding the concept of tool use in agents
- Planning algorithms for agents
- Integrating tool use and planning
- Exploring practical implementations
- Summary
- Questions
- Answers
- Join our communities on Discord and Reddit
- Chapter 6: Exploring the Coordinator, Worker, and Delegator Approach
- Technical requirements
- Understanding the CWD model
- Designing agents with role assignments
- Communication and collaboration between agents
- Implementing the CWD approach in generative AI systems
- Summary
- Questions
- Answers
- Join our communities on Discord and Reddit
- Chapter 7: Effective Agentic System Design Techniques
- Technical requirements
- Focused system prompts and instructions for agents
- State spaces and environment modeling
- Agent memory architecture and context management
- Sequential and parallel processing in agentic workflows
- Summary
- Questions
- Answers
- Join our communities on Discord and Reddit
- Part 3: Trust, Safety, Ethics, and Applications
- Chapter 8: Building Trust in Generative AI Systems
- Technical requirements
- Importance of trust in AI
- Techniques for establishing trust
- Implementing transparency and explainability
- Handling uncertainty and biases
- Summary
- Questions
- Answers
- Join our communities on Discord and Reddit
- Chapter 9: Managing Safety and Ethical Considerations
- Understanding potential risks and challenges
- Ensuring safe and responsible AI
- Exploring ethical guidelines and frameworks
- Addressing privacy and security concerns
- Summary
- Questions
- Answers
- Join our communities on Discord and Reddit
- Chapter 10: Common Use Cases and Applications
- Creative and artistic applications
- Natural language processing and conversational agents
- Robotics and autonomous systems
- Decision support and optimization
- Summary
- Questions
- Answers
- Join our communities on Discord and Reddit
- Chapter 11: Conclusion and Future Outlook
- Recap of key concepts
- Emerging trends and research directions
- Artificial general intelligence
- Challenges and opportunities
- Summary
- Join our communities on Discord and Reddit
- Index
- Other Books You May Enjoy