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cdist( X: np.ndarray, Y: np.ndarray, metric: str = 'cosine' ) -> np.
Compatibility wrapper. Returns pairwise distances between rows of X and Y. Uses simsimd.cdist if available, else SciPy, else NumPy fallback.