Each book or teacher can teach a skill up to a certain level. In order to put more than 2 skill points into Alchemy, you will need to find a teacher that can teach a higher level (Annabel teaches level 4 in act 2 and higher BF, but someone else in act 2 (IIRC) teaches it cheaper than that).
