Hi. Thanks for your comment! I wrote the post to show that adding a reranking step can actually help save memory from the perspective of someone working with databases. In many cases, there may not be a lot of vectors involved. By including a reranking step, you can significantly reduce the amount of memory needed for the index.

(author of the post