In Java, I would do this:

  new Search().equal(Search.NAME,"Joe")
              .between(Search.AGE,18,25)
              .go();

Just as concise with less voodoo. And it's a single statement.

With the existing method, you can still ditch the empty parens by using public final fields. You just have to pre-populate them all with respective grammar objects.