The collections tab is located in the main menu. Collections are a series of items that you can obtain additional rewards for assembling.
To assemble each collection, you need to obtain a specific number of unique items, which can be obtained for completing levels. Tap on an item, and the game will take you to one of the buildings in the town where you can obtain that item.
Collections can be assembled an unlimited number of times.