RAG Systems from Prototype to Production

A practical book about retrieval-augmented generation systems. It covers document ingestion, chunking, embeddings, vector search, hybrid search, reranking, prompt grounding, citations, evaluation, safety, cost, and production operations. Read each chapter with a small project in mind. The examples are intentionally practical: adapt them, test the failure cases, and keep notes about trade-offs.