SWI Prolog has a Java API. You can also use Datalog to get started. It's the non turing-complete version of Prolog. (You can not create facts in rules for example.) The best know Datalog Database is Datomic which you can use in the Java ecosystem but there is also pyDatalog for Python, which is really quite nice.