Search That Refuses to Think: The Pattern‑First Query Parser I Use for Fast Intent + Entity Extraction

I built my search stack backwards—on purpose. Most teams start with retrieval and ranking, then try to bolt “understanding” onto the front once users complain that the system returns something, just not the thing they asked for. I did the opposite be...