Name: Agentic Retrieval-Augmented Generation
SKU: 69210066
Price: 53.71 EUR
Availability: InStock
Author: Vishwanil Suman;Sonia Dahiya;Jitin Kumar Sengar
ISBN: 9786630401028

portada Agentic Retrieval-Augmented Generation

Type

Physical Book

Publisher

LAP LAMBERT Academic Publishing

Author

Vishwanil Suman;Sonia Dahiya;Jitin Kumar Sengar

Language

English

Pages

ISBN13

9786630401028

Agentic Retrieval-Augmented Generation

Vishwanil Suman;Sonia Dahiya;Jitin Kumar Sengar (Author) · LAP LAMBERT Academic Publishing · Physical Book

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Synopsis "Agentic Retrieval-Augmented Generation"

Agentic RAG explores the evolution of Retrieval-Augmented Generation (RAG) into intelligent AI systems that can reason, plan, retrieve knowledge, use external tools, and continuously improve their responses. The book begins with the fundamentals of traditional RAG, its architecture, and its limitations, before introducing Agentic RAG as a more autonomous and adaptive approach. It explains how AI agents understand user intent, rewrite and decompose complex queries, select appropriate knowledge sources, and perform multi-stage retrieval. The book also covers reasoning loops, planning strategies, dynamic tool selection, iterative search, self-correction, and memory management, including short-term, long-term, and semantic memory. Readers will learn how to verify retrieved evidence, reduce hallucinations, implement security guardrails, and evaluate system performance. Finally, the book focuses on building production-ready applications using scalable architectures, multi-agent collaboration, knowledge graphs, and multimodal retrieval.