In Florida, a limited partnership must register with the state. A general partnership is allowed to register with the state. So, if you don't find a general partnership on Sunbiz, don't draw any immediate conclusions regarding the validity of the business.
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In this world you must be oh so smart or oh so pleasant. Well, for years I was smart. I recommend pleasant.