Question: rerank does not use index

[NoamBenSason]

Why does the function the RAG.rerank function does not use an index to rerank the documents?
For example, in the original paper of "colBERT" they used an already indexed documents representations in the "Top-𝑘 Re-ranking' part.
It seems more eficient and accurate to the paper.
Thanks!