You searched for: “bibliophilist
bibliophilist (s) (noun), bibliophilists (pl)
Someone who loves books or who has a very great fondness for reading and collecting them: Virginia's parents could be considered to have been bibliophilists and had to provide more bookshelves for the ones they liked, even for old dictionaries in antique stores!