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Rag FAQ: Simple Answers to Common Questions on Retrieval-Augmented Generation by Rajamanickam Antonimuthu

Rag FAQ: Simple Answers to Common Questions on Retrieval-Augmented Generation

by Rajamanickam Antonimuthu
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₹1,463.00
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Book cover type: Paperback
  • ISBN13: 9798249845575
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 98
  • Original Price: USD 14.0
  • Language: English
  • Edition: N/A
  • Item Weight: 250 grams
  • BISAC Subject(s): Artificial Intelligence / Generative AI

Unlock the full potential of Retrieval-Augmented Generation (RAG) with RAG FAQ, your practical guide to understanding and applying this cutting-edge AI paradigm. Whether you're a developer, data scientist, or AI enthusiast, this book delivers clear, concise answers to 50 of the most common and advanced questions about RAG-all in one place.

Inside, you'll discover:

  • How RAG works and why retrieval is critical for large language models

  • Key concepts like embeddings, vector databases, hybrid search, and reranking

  • Advanced strategies including Self-RAG, Corrective RAG, and agentic pipelines

  • Multimodal RAG for combining text, images, audio, and structured data

  • Optimization techniques for latency, cost, and answer quality

  • Security, access control, and citation best practices

  • Emerging trends and future directions in RAG

This book doesn't just explain the theory-it gives you actionable engineering insights and real-world examples to build robust, production-ready RAG systems.

Why this book is for you:

  • Learn RAG without jargon or hype

  • Make smarter decisions for retrieval, embeddings, and vector databases

  • Avoid common mistakes and anti-patterns

  • Stay up-to-date with the latest trends in AI-powered knowledge retrieval

Perfect for AI practitioners, researchers, and anyone looking to leverage RAG to build smarter, more reliable AI applications.

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