There are nuances within the Jewish approach when it comes to panhandlers, but my understanding of the basic premise is that one is obligated to give tzedakah. (Just the other day I heard an educator tell other staff that she did not want to hear them using the word charity, because that implies choice, whereas tzedakah is a commandment.