The purpose of the Accounts Purchase Book is to record all the purchases made by the company from various suppliers or vendors. It contains detailed information such as the date of purchase, the name of the supplier, the quantity and description of the items purchased, the unit price, and the total amount of the purchase. This information is necessary for accurate bookkeeping and helps in monitoring the expenses and managing the cash flow of the business.