A retriever finds the most relevant pages in the loaded documents, then Claude composes an answer using only those pages — citing each claim back to the source. Every citation resolves to a real document, page and quote, so it can’t fabricate a clause.SWAP-TO-REAL: the bundled corpus stands in for a Pinecone index over the client’s full document set; the retrieve→cite shape is identical.