{"product_id":"architecting-rag-2-0-for-ai-agent-design-smarter-retrieved-argumented-system-for-llm-powered-automation-and-agentic-intelligence-9798289548122","title":"Architecting Rag 2.0 for AI Agent: Design smarter retrieved argumented system for LLM powered automation and agentic intelligence","description":"\u003cp\u003e • Author(s): Nova Kellan\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Natural Language Processing\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eRetrieval-Augmented Generation (RAG) 2.0 is the cornerstone of modern AI agent architecture-enabling language models to access external knowledge, maintain long-term context, and perform real-world tasks with accuracy and trust. As LLMs evolve, the fusion of retrieval systems, memory, tool use, and agent orchestration defines the next generation of intelligent applications-across research, diagnostics, enterprise automation, and beyond.\u003c\/p\u003e\u003cp\u003eThis guide is written by a leading expert in AI systems and data engineering, drawing from production-grade implementations, academic research, and enterprise deployment experience. It reflects 2025's most current technologies covering architectures adopted by OpenAI, Meta, Anthropic, Google DeepMind, and leading open-source innovators.\u003c\/p\u003e\u003cp\u003e\u003cb\u003e\u003ci\u003eArchitecting RAG 2.0 for AI Agent\u003c\/i\u003e\u003c\/b\u003e is your complete, professional guide to designing scalable, modular, and intelligent RAG-based pipelines. You'll learn how to combine vector databases, hybrid retrievers, and LLMs into robust systems with memory, reasoning, and planning. Whether you're developing a chatbot, knowledge assistant, or autonomous agent, this book teaches you how to bridge language understanding with real-time knowledge and tool use.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eModular RAG 2.0 system architecture (Retriever ↔ Augmenter ↔ LLM)\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eLong-context handling with vector stores + context-aware models\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eMetadata and provenance tracking for reliability and auditability\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eRetriever tuning, embeddings, and hybrid indexing strategies\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eLLM integration: streaming, token management, and API orchestration\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eAdvanced agent workflows, tool use, and planning techniques\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eMultimodal RAG systems (text, image, audio, video)\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDeployment strategies, containerization, and performance monitoring\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eA\/B testing, evaluation frameworks, and error debugging\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eCase studies in legal, medical, research, and enterprise AI agents\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThis book is ideal for AI engineers, data scientists, ML architects, and advanced developers who want to build retrieval-augmented AI agents. It's also suited for technical product managers, researchers, and enterprise teams deploying LLM-powered systems with RAG capabilities in production.\u003c\/p\u003e\u003cp\u003eDon't waste months experimenting through trial and error. This guide distills the most effective strategies, architectures, and patterns into actionable insights-saving you countless hours and giving you a competitive edge in deploying AI agent systems that work at scale. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eWhether you're augmenting GPT, Claude, or open-source LLMs with your own data, this book gives you the blueprint to build robust, high-performance RAG 2.0 systems today.\u003cbr\u003e\u003cb\u003eBuy \u003ci\u003eArchitecting RAG 2.0 for AI Agent\u003c\/i\u003e now and lead the future of intelligent automation.\u003c\/b\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46335053922455,"sku":"9798289548122","price":1529.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798289548122.webp?v=1768673891","url":"https:\/\/atlanticbooks.com\/products\/architecting-rag-2-0-for-ai-agent-design-smarter-retrieved-argumented-system-for-llm-powered-automation-and-agentic-intelligence-9798289548122","provider":"Atlantic Books","version":"1.0","type":"link"}