The library has approximately 14,000 volumes geared for elementary, middle and high school students. The collection includes fiction, non-fiction, research volumes, as well as Arabic/Islamic, French and Spanish books. The library research room houses a bank of computers that can be utilized for student research.

AAG also has a special library for the kindergarten students, specifically geared for early learners. This also includes a bank of computers the girls can use for educational computer games as well developing their computer skills.

AAG has relocated its elementary book collection to a new library specifically geared to that age group in the elementary section of the building.