Dive into the definitive guide on building and scaling Retrieval-Augmented Generation (RAG) systems for the enterprise. Production-Grade RAG bridges the gap between theoretical concepts and real-world deployment, offering a comprehensive roadmap for architects, engineers, and AI practitioners.
This book navigates through the complete RAG lifecycle, starting with foundational building blocks like embedding models, vector databases, and chunking strategies. It progresses into advanced implementation frameworks and tackles the critical challenges of enterprise AI, including evaluation metrics, debugging failure modes, and optimizing pipelines.
Key topics include:
The evolution from Naive to Advanced and Enterprise RAG.
Advanced patterns such as Graph RAG, Agentic RAG, and Adaptive Retrieval.
Real-world production deployment, scaling architectures, and cost optimization.
Strict governance, security, and compliance standards for AI systems.
Whether you are designing hybrid approaches with fine-tuning or exploring emerging research frontiers, this book provides the practical blueprints and case studies needed to successfully deploy robust, production-ready RAG applications.
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Librería: California Books, Miami, FL, Estados Unidos de America
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Librería: PBShop.store UK, Fairford, GLOS, Reino Unido
PAP. Condición: New. New Book. Shipped from UK. Established seller since 2000. Nº de ref. del artículo: L2-9798186245414
Cantidad disponible: Más de 20 disponibles
Librería: CitiRetail, Stevenage, Reino Unido
Paperback. Condición: new. Paperback. Dive into the definitive guide on building and scaling Retrieval-Augmented Generation (RAG) systems for the enterprise. Production-Grade RAG bridges the gap between theoretical concepts and real-world deployment, offering a comprehensive roadmap for architects, engineers, and AI practitioners.This book navigates through the complete RAG lifecycle, starting with foundational building blocks like embedding models, vector databases, and chunking strategies. It progresses into advanced implementation frameworks and tackles the critical challenges of enterprise AI, including evaluation metrics, debugging failure modes, and optimizing pipelines.Key topics include: The evolution from Naive to Advanced and Enterprise RAG.Advanced patterns such as Graph RAG, Agentic RAG, and Adaptive Retrieval.Real-world production deployment, scaling architectures, and cost optimization.Strict governance, security, and compliance standards for AI systems.Whether you are designing hybrid approaches with fine-tuning or exploring emerging research frontiers, this book provides the practical blueprints and case studies needed to successfully deploy robust, production-ready RAG applications. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Nº de ref. del artículo: 9798186245414
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