Vector Search Stumbles on Negation, IDs, and Acronyms in Enterprise RAG
The article shows that while embeddings excel at synonym and paraphrase matching, they consistently miss crucial signals like negation, exact identifiers, and company acronyms. It argues that robust RAG pipelines need strong upstream filtering and domain‑specific keyword handling rather than relying on vector similarity alone.