RAG from First Principles

RAG from First Principles: Engineering retrieval-augmented generation systems with Python, LangChain, and LlamaIndex

eBook Details:

  • Paperback: 492 pages
  • Published: May 29, 2026
  • Language: English
  • ISBN-10: 1835888666
  • ISBN-13: 978-1835888667

eBook Description:

RAG from First Principles: Engineering retrieval-augmented generation systems with Python, LangChain, and LlamaIndex. A rigorous, code-first guide to RAG engineering by a bestselling AI author. Master data ingestion, chunking, embeddings, vector storage, hybrid retrieval, reranking, and evaluation from the ground up.

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