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RAG Ingestion Pipeline documents become chunks, embeddings, retrieval, and grounded answers RAG Ingestion Pipeline documents become chunks, embeddings, retrieval, and grounded answers RAG Pipeline Docs source files Chunk split text Embed vectors Vector DB store Retrieve top-k Answer grounded