Mastering Retrieval-Augmented Generation

Name: Mastering Retrieval-Augmented Generation
Brand: APRESS L.P.
SKU: 9798868818073
Price: 1231 CZK
Availability: InStock

Autor: Ranajoy Bose

Jazyk:

Vazba: Brožovaná

Vydavatel: APRESS L.P.

Dostupnost: Skladem u dodavatele

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Retrieval-Augmented Generation (RAG) represents the cutting edge of AI innovation, bridging the gap...

Informace o knize

Autor

Ranajoy Bose

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2025

Stránek

820

EAN

9798868818073

Enbook ID

49148988

Vydavatel

APRESS L.P.

Hmotnost

1276

Rozměry

155 x 235

Kompletní popis

Retrieval-Augmented Generation (RAG) represents the cutting edge of AI innovation, bridging the gap between large language models (LLMs) and real-world knowledge. This book provides the definitive roadmap for building, optimizing, and deploying enterprise-grade RAG systems that deliver measurable business value.

This comprehensive guide takes you beyond basic concepts to advanced implementation strategies, covering everything from architectural patterns to production deployment. You'll explore proven techniques for document processing, vector optimization, retrieval enhancement, and system scaling, supported by real-world case studies from leading organizations.

Key Learning Objectives

Design and implement production-ready RAG architectures for diverse enterprise use cases
Master advanced retrieval strategies including graph-based approaches and agentic systems
Optimize performance through sophisticated chunking, embedding, and vector database techniques
Navigate the integration of RAG with modern LLMs and generative AI frameworks
Implement robust evaluation frameworks and quality assurance processes
Deploy scalable solutions with proper security, privacy, and governance controls

Real-World Applications

Intelligent document analysis and knowledge extraction

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Mastering Retrieval-Augmented Generation

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