Vectorless RAG: Why Your Retrieval Architecture Probably Doesn't Match Your Documents
Traditional Vector RAG chunks and embeds documents, finding text that sounds similar. Vectorless RAG navigates document structure to find the right place. On financial documents, the accuracy gap is 67.7%. Here's why that matters for banking, compliance, and regulated industries.