Chunking, embeddings, ranking, evaluation

This knowledge base article helps AI Engineer teams treat retrieval quality, permissions, provenance, and answer evaluation as one design using Chunking, embeddings, ranking, evaluation in Google Cloud environments. It emphasizes preserve source-level access controls through indexing and retrieval and provides implementation decisions that can be reviewed without relying on vendor or customer claims.