Building Production RAG Systems (Paperback)

Lingua: inglese

Editore: Independently Published, 2026

9798197444844

Serie: Libro 3 di 20 - Production AI Engineering Series

Da: CitiRetail, Stevenage, Regno UnitoCitiRetail

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Venditore AbeBooks dal 29 giugno 2022

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Paperback. Build Enterprise RAG Systems That Actually Work in ProductionRetrieval-Augmented Generation (RAG) is the definitive architecture for enterprise AI, yet transitioning from a simple prototype to a reliable production deployment remains a massive engineering challenge. Building Production RAG Systems is the definitive guide for software engineers and AI developers looking to bridge the gap between a proof-of-concept and a system trusted by thousands of daily users.Rather than rehashing basic prompt engineering, this comprehensive technical resource dives deep into the complex architecture, system design, and retrieval engineering required to scale AI applications. You will learn to eliminate hallucinations, dramatically improve answer quality, minimize query latency, and prevent runaway API costs.Inside this book, you will master: Advanced Chunking Strategies: Implement fixed-size, semantic, recursive, and late-chunking approaches for optimal context preservation.Vector Database Selection: Choose the right engine for your workload, including deep dives into Pinecone v3, Weaviate, ChromaDB, and pgvector.Hybrid Search & Reranking: Combine dense retrieval with BM25 sparse search, and build reranking pipelines using cross-encoders and ColBERT v2.Robust Evaluation Pipelines: Move beyond intuition and evaluate RAG quality using RAGAS, TruLens, and custom metrics.Cost Optimization & Reliability: Tune approximate nearest-neighbor search, implement circuit breakers, caching, and fallback strategies.Written specifically for engineers who understand AI fundamentals and need production-grade architectural patterns. Stop struggling with brittle generative AI deployments and start building highly reliable, cost-effective, and scalable enterprise retrieval systems today. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.

Codice articolo 9798197444844

Titolo
Building Production RAG Systems (Paperback)
Autore
Chatvariety Team
Editore
Independently Published
Anno di pubblicazione
2026
Condizione
new
Rilegatura
Paperback
Lingua
inglese
ISBN 13
9798197444844
Serie
Libro 3 di 20: Production AI Engineering Series

CitiRetail

Stevenage, Regno Unito

Venditore con 5 stelle

Venditore AbeBooks dal 29 giugno 2022

Tariffe di spedizione da Regno Unito a U.S.A.

ArticoloDa 7 a 14 giorni lavorativiDa 7 a 60 giorni lavorativi
Primo articoloEUR 43,04EUR 43,04
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