{"product_id":"advanced-retrieval-augmented-generation","title":"Advanced Retrieval-Augmented Generation","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\n\u003cli\u003eIR and LLM fundamentals — model paradigms, transformer architecture, model families, training techniques, prompt engineering, applications, and limitations\u003c\/li\u003e\n\u003cli\u003eRAG pipeline engineering —chunking, indexing, retrieval, ranking, and generation\u003c\/li\u003e\n\u003cli\u003eKG construction and analytics — schema design, extraction techniques, graph algorithms, embeddings, and GNNs\u003c\/li\u003e\n\u003cli\u003eGraph-RAG architectures and evaluation — graph-based retrieval, graph-assisted generation, hybrid LLM–KG workflows, frameworks, benchmarks, and metrics\u003c\/li\u003e\n\u003cli\u003eEmerging directions — multimodal KGs, dynamic graphs, explainable RAG, RL-based traversal, and enterprise-scale implementations\u003c\/li\u003e\n\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.\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":57258899374424,"sku":"9781394374687","price":121.99,"currency_code":"EUR","in_stock":false}],"url":"https:\/\/agendabookshop.com\/products\/advanced-retrieval-augmented-generation","provider":"Agenda Bookshop","version":"1.0","type":"link"}