NewReferenceStore creates a new reference store, tied to a file path where the set of references are serialized in JSON format.

ErrDoesNotExist is returned if a reference is not found in the store.

An Association is a tuple associating a reference with an image ID.

Store provides the set of methods which can operate on a reference store.