Document Retriever and TF-IDF score

[JosephPai]

Hi, thanks for the amazing system!
I'd like to know how you build the sparse representation for the docs in db.
Specifically, have you considered the text within the document? Or just build it according to the doc id?
It's important to me because I only want to use the Document Retriever part.
Thanks!