RAG is Not Just Chunking + Embedding + Retrieval — Here's What Production Actually Looks Like

Most engineers learn RAG like this: Chunk → Embed → Store → Retrieve → LLM → Done. That works for a weekend project. It fails at 10M+ documents in production. Here's what production RAG actually looks