Locality sensitive hashing gets you fast multidimensional retrieval on traditional databases, so vector databases aren’t important unless you need to detect similarity in feature space. I thought vector databases were important until I learned about LSH because I assumed high dimensional retrieval was slow and not exploiting concentration of measure.