Dear Student,
The holy book of Arya Samaj is " Vedas". It is a large body of religious texts that was originated in ancient India. It is composed in Vedic Sanskrit, the texts constitute the oldest layer of Sanskrit literature and the oldest scriptures of Hinduism.
Regards