RAG Retrieval Architecture

Your RAG Cannot Find SKU-4471, And A Bigger Embedding Model Will Not Help

Vector search ranks by meaning, so literal tokens like part numbers and ticket IDs fall just outside the top results. The fix is lexical plus dense retrieval, not a model upgrade.