At what point does it make sense to switch to using vector search solutions (compared to keyword searches)? Obviously Google et al need it, but for regular apps, maybe academic repositories and so on, is there a threshold in which we can start the discussion to switch?

Or phrased another way, when do we know we should be looking at vector search solutions to enhance the search in our application?