A highly specialized encoder trained exclusively on medical literature search patterns. It excels at transforming clinical queries into embeddings that align well with biomedical text, understanding the nuanced vocabulary of symptoms, diagnoses, and treatments. Outside the medical domain, it offers little utility — its narrow focus is both its greatest strength and its hard boundary.