rag-architecture

Design production retrieval-augmented generation systems — the full ingest→chunk→embed→index→retrieve→rerank→assemble→generate pipeline, with concrete numbers on chunking, embeddings, hybrid search, reranking, query processing, indexing ops, context assembly, and the failure modes that wreck precisi