Mastering Retrieval-Augmented Generation

Name: Mastering Retrieval-Augmented Generation
Brand: APRESS L.P.
SKU: 9798868818073
Price: 56.85 EUR
Availability: InStock

Автор: Ranajoy Bose

Език:

Корици: С меки корици

Издател: APRESS L.P.

Наличност: Външен склад

Изпращаме след 3-6 дни

56.85 € 111.19 лв

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

Информация за книгата

Автор

Ranajoy Bose

Език

Английски език

Корици

Книга - С меки корици

Издадена

2025

страници

820

EAN

9798868818073

Enbook ID

49148988

Издател

APRESS L.P.

Теглоt

1276

Размери

155 x 235

Пълно описание

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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Информация за книгата

Пълно описание

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