{"product_id":"advanced-retrieval-augmented-generation-wendy-ran-wei-9781394374687","title":"Advanced Retrieval-Augmented Generation: Bridging Large Language Models and Knowledge Graphs","description":"\u003cp\u003e\u003cb\u003eBuild Accurate, Grounded, and Trustworthy AI Systems with Retrieval-Augmented Generation\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eLarge language models are powerful--but they hallucinate.\u003ci\u003e Advanced Retrieval-Augmented Generation \u003c\/i\u003eoffers a complete guide from the foundations of information retrieval (IR) to the cutting-edge frontiers of RAG. Bridging large language models (LLMs) and knowledge graphs (KGs), this book provides the theoretical principles, practical techniques, and hands-on frameworks needed to build reliable AI systems that minimize hallucinations and improve factual correctness. The book covers core concepts of Graph-RAG with applications across search, recommendation, and enterprise AI. Practical chapters demonstrate implementations using LlamaIndex, Neo4j, and leading Graph-RAG frameworks. \u003c\/p\u003e\u003cp\u003eReaders will learn: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eIR and LLM fundamentals -- model paradigms, transformer architecture, model families, training techniques, prompt engineering, applications, and limitations\u003c\/li\u003e \u003cli\u003eRAG pipeline engineering --chunking, indexing, retrieval, ranking, and generation\u003c\/li\u003e \u003cli\u003eKG construction and analytics -- schema design, extraction techniques, graph algorithms, embeddings, and GNNs\u003c\/li\u003e \u003cli\u003eGraph-RAG architectures and evaluation -- graph-based retrieval, graph-assisted generation, hybrid LLM-KG workflows, frameworks, benchmarks, and metrics\u003c\/li\u003e \u003cli\u003eEmerging directions -- multimodal KGs, dynamic graphs, explainable RAG, RL-based traversal, and enterprise-scale implementations\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eWith extensive hands-on examples and production-ready patterns, \u003ci\u003eAdvanced Retrieval-Augmented Generation\u003c\/i\u003e is an indispensable resource for AI practitioners, ML engineers, researchers, and architects building the next generation of reliable, knowledge-grounded AI systems.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Wendy Ran Wei,Huijun Wu\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1394374682\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781394374687\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Wiley-IEEE Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/27\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 560\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.48lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.18h x 7.25w x 1.48d\u003c\/p\u003e","brand":"Wendy Ran Wei","offers":[{"title":"Hardcover","offer_id":49148483830015,"sku":"9781394374687","price":140.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/advanced-retrieval-augmented-generation-wendy-ran-wei-9781394374687","provider":"WR Book House","version":"1.0","type":"link"}