Sorry that the readme is light in this area. Before loading the data, just start a connection to mongo, and `use geo` `db.ny.ensureIndex({"geo": "2dsphere"})`. And you'll have your index.
This is pretty boss but the $within query return values seem... random. It also doesn't return in the same order everytime (at least that's what it looks like).