Sign-In
Cart
Agentic RAG: Architecting Autonomous AI Systems with Retrieval-Augmented
Paperback
Publisher: Independently Published
Published: Feb 11 2025
Pages: 148
Weight: 0.79
Height: 0.32 Width: 8.50 Depth: 11.00
Language: English
Agentic RAG: Architecting Autonomous AI Systems with Retrieval-Augmented Generation is your definitive guide to the next frontier in artificial intelligence-a realm where autonomous decision-making meets cutting-edge retrieval-augmented generation technology. This book is meticulously designed for researchers, engineers, and advanced practitioners eager to harness the power of hybrid AI systems that can dynamically retrieve relevant information, generate insightful responses, and make intelligent decisions in real time.
What You'll Discover:
- Foundational Concepts:
Delve into the evolution of AI, core machine learning principles, and the transformative potential of retrieval-augmented generation. Understand how traditional and neural methods converge to create systems that are both robust and adaptable. - Modular System Architectures:
Learn how to design and integrate the key components of an Agentic RAG system-retrieval modules, generative engines, and decision-making frameworks. Detailed tutorials and step-by-step code walkthroughs empower you to build your own high-performance AI system from the ground up. - Practical Implementation:
Benefit from exhaustive hands-on examples that guide you through data collection, preprocessing, indexing, and system optimization. Discover best practices for deploying AI in real-world scenarios with case studies spanning healthcare diagnostics, financial risk management, customer interaction, robotics, IoT, and autonomous vehicles. - Evaluation and Benchmarking:
Master experimental design and benchmarking techniques. Learn how to evaluate your AI system's performance using industry-standard metrics such as BLEU, ROUGE, perplexity, and human evaluation-ensuring your solution is both accurate and efficient. - Ethical, Legal, and Societal Considerations:
Navigate the complex ethical, legal, and societal implications of deploying autonomous AI systems. Gain insights into data governance, regulatory compliance, and responsible AI practices that are essential for building trustworthy and sustainable technology. - Future Directions:
Explore emerging trends and next-generation decision-making algorithms that will shape the future of Agentic AI systems. From adaptive learning and meta reinforcement learning to multi-modal data integration, this book provides a visionary outlook on where AI is headed-and how you can be at the forefront of innovation.
Whether you are looking to deepen your technical expertise, implement advanced AI solutions, or simply stay ahead of the curve in a rapidly evolving field, Agentic RAG offers the comprehensive knowledge and practical tools you need. Embrace the fusion of retrieval, generation, and autonomous decision-making to revolutionize how intelligent systems are built and deployed.
Take your place in the future of AI-discover the transformative potential of Agentic RAG systems today!
Also from
Jones, Camila
n8n & MCP in Action: Practical Guide to Building AI Agents, Automating Workflows, and Connecting Contexts
Jones, Camila
Paperback
LangFlow for Developers: A Hands-On Guide to Building Powerful AI Agents and Workflows
Jones, Camila
Paperback
Fine-Tuning LLM: Advanced Techniques for Optimizing AI Performance with PyTorch and Hugging Face
Jones, Camila
Paperback
Mastering MCP Servers: The Ultimate Guide to Building Context-Aware AI Systems with Model Context Protocol
Jones, Camila
Paperback
CrewAI: The Developer's Guide to Multi-Agent Systems and Advanced AI Workflows
Jones, Camila
Paperback
Agentic AI for Beginners: A Practical Guide to Understanding and Leveraging Autonomous Systems
Jones, Camila
Paperback
Modern Angular 20: The Complete Beginner-to-Advanced Guide for Building Scalable Web Applications
Jones, Camila
Paperback
Mastering SQL Server 2025: Build, Optimize, and Secure Enterprise Databases with Real-World Projects
Jones, Camila
Paperback
Also in
Programming
The Legend of Zelda(tm) Tears of the Kingdom - The Complete Official Guide: Collector's Edition
Piggyback
Hardcover
Accelerate: The Science of Lean Software and DevOps: Building and Scaling High Performing Technology Organizations
Humble, Jez
Kim, Gene
Forsgren Phd, Nicole
Paperback
Python Crash Course, 3rd Edition: A Hands-On, Project-Based Introduction to Programming
Matthes, Eric
Paperback
The Pragmatic Programmer: Your Journey to Mastery, 20th Anniversary Edition
Thomas, David
Hunt, Andrew
Hardcover
Cracking the Coding Interview: 189 Programming Questions and Solutions
McDowell, Gayle Laakmann
Paperback
The Legend of Zelda(tm) Tears of the Kingdom - The Complete Official Guide: Standard Edition
Piggyback
Paperback
Vibe Coding: Building Production-Grade Software with Genai, Chat, Agents, and Beyond
Kim, Gene
Yegge, Steve
Paperback
Embedded Systems with ARM Cortex-M Microcontrollers in Assembly Language and C: Fourth Edition
Zhu, Yifeng
Paperback
Learning Web Design: A Beginner's Guide to Html, Css, Javascript, and Web Images
Robbins, Jennifer
Paperback
The Devops Handbook, 2nd Edition: How to Create World-Class Agility, Reliability, & Security in Technology Organizations
Debois, Patrick
Kim, Gene
Humble, Jez
Paperback
The Manager's Path: A Guide for Tech Leaders Navigating Growth and Change
Fournier, Camille
Paperback
Building Applications with AI Agents: Designing and Implementing Multiagent Systems
Albada, Michael
Paperback
Make: Electronics: Learning by Discovery: A Hands-On Primer for the New Electronics Enthusiast
Platt, Charles
Paperback
The Staff Engineer's Path: A Guide for Individual Contributors Navigating Growth and Change
Reilly, Tanya
Paperback
Fundamentals of Software Architecture: A Modern Engineering Approach
Richards, Mark
Ford, Neal
Paperback
Linux Basics for Hackers, 2nd Edition: Getting Started with Networking, Scripting, and Security in Kali
Occupytheweb
Paperback
Building AI-Powered Products: The Essential Guide to AI and Genai Product Management
Nika, Marily
Paperback
Software Architecture: The Hard Parts: Modern Trade-Off Analyses for Distributed Architectures
Richards, Mark
Sadalage, Pramod
Ford, Neal
Paperback
Prompt Engineering for Llms: The Art and Science of Building Large Language Model-Based Applications
Berryman, John
Ziegler, Albert
Paperback
Architecture for Flow: Adaptive Systems with Domain-Driven Design, Wardley Mapping, and Team Topologies
Kaiser, Susanne
Paperback
This Is Service Design Doing: Applying Service Design Thinking in the Real World
Hormess, Markus Edgar
Stickdorn, Marc
Lawrence, Adam
Paperback
Learning Php, MySQL & JavaScript: A Step-By-Step Guide to Creating Dynamic Websites
Nixon, Robin
Paperback
Arduino Programming for Beginners: A Comprehensive Beginner's Guide to Learn the Realms of Arduino Programming from A-Z
Protosmith, Ada
Paperback
Head First Design Patterns: Building Extensible and Maintainable Object-Oriented Software
Freeman, Eric
Robson, Elisabeth
Paperback
The Official Raspberry Pi Handbook 2026: Astounding Projects with Raspberry Pi Computers
Makers of Raspberry Pi Official Magazine, The
Paperback
SQL QuickStart Guide: The Simplified Beginner's Guide to Managing, Analyzing, and Manipulating Data With SQL
Shields, Walter
Hardcover
Agile Project Management for Dummies
Kynaston, Dean J.
Layton, Mark C.
Ostermiller, Steven J.
Paperback
Get Started with Micropython on Raspberry Pi Pico: The Official Raspberry Pi Pico Guide
Everard, Ben
Halfacree, Gareth
Paperback
Frictionless: 7 Steps to Remove Barriers, Unlock Value, and Outpace Your Competition in the AI Era
Noda, Abi
Forsgren, Nicole
Paperback
Arduino Programming for Beginners: Simple and Effective Methods to Learn Arduino Programming Efficiently
Protosmith, Ada
Paperback
Concrete Mathematics: A Foundation for Computer Science
Graham, Ronald
Patashnik, Oren
Knuth, Donald
Hardcover
Pro C# 10 with .Net 6: Foundational Principles and Practices in Programming
Japikse, Phil
Troelsen, Andrew
Paperback
Python Programming for Young Coders: A Hands-On, Project-Based Introduction to Coding for Beginners, Kids, and Teens
Pandey, Anand
Paperback
Learning Domain-Driven Design: Aligning Software Architecture and Business Strategy
Khononov, Vlad
Paperback
Computer Science from Scratch: Building Interpreters, Art, Emulators and ML in Python
Kopec, David
Paperback
The Official Raspberry Pi Handbook 2025: Projects, Tutorials, Interviews, and Reviews from the Magpi Magazine
Makers of the Magpi Magazine, The
Paperback
How to Measure Anything in Project Management
Budzier, Alexander
Hubbard, Douglas W.
Bang Leed, Andreas
Hardcover
Coding Roblox Games Made Easy - Second edition: Create, Publish, and Monetize your games on Roblox
Brumbaugh, Zander
Paperback
High Performance Python: Practical Performant Programming for Humans
Gorelick, Micha
Ozsvald, Ian
Paperback
Living a Jewish Life, Revised and Updated: Jewish Traditions, Customs, and Values for Today's Families
Diamant, Anita
Cooper, Howard
Paperback
Site Reliability Engineering: How Google Runs Production Systems
Beyer, Betsy
Murphy, Niall Richard
Jones, Chris
Paperback
The Software Architect Elevator: Redefining the Architect's Role in the Digital Enterprise
Hohpe, Gregor
Paperback
Cloud Application Architecture Patterns: Designing, Building, and Modernizing for the Cloud
Brown, Kyle
Woolf, Bobby
Yoder, Joseph
Paperback
Serious Cryptography, 2nd Edition: A Practical Introduction to Modern Encryption
Aumasson, Jean-Philippe
Paperback
Ruined by Design: How Designers Destroyed the World, and What We Can Do to Fix It
Monteiro, Mike
Paperback
Spies, Lies, and Algorithms: The History and Future of American Intelligence
Zegart, Amy B.
Paperback
Electronic Music and Sound Design - Theory and Practice with Max 8 - volume 3
Giri, Maurizio
Cipriani, Alessandro
Paperback
ARM Assembly Language Programming with Raspberry Pi using GCC
Yaghini, Azalia
Mazidi, Muhammad Ali
Naimi, Sarmad
Paperback
Modern Concurrency in Java: Virtual Threads, Structured Concurrency, and Beyond
Rahman, A. N. M. Bazlur
Paperback
Data Engineering Design Patterns: Recipes for Solving the Most Common Data Engineering Problems
Konieczny, Bartosz
Paperback
Head First JavaScript Programming: A Learner's Guide to Modern JavaScript
Freeman, Eric
Robson, Elisabeth
Paperback