You can feed just a part of them, but that's not a solution for poverty. They need to be prepared for a job or at least giving them the opportunity to work if they want to.
erradicated the poverty is imposible, there can´t be jobs for to many people or the structure to have everybody to feed properlñy in the streets, thats why some people start the ONG to help people around the world