The U.S. Small Business Administration (SBA) defines a "small business" as one with fewer than 500 employess and less than $7 million in sales. That seems pretty big to me! There is a federal office in Fresno, and information specific to the region.
The State of California also has interest in small business development, as does the city.
And, don't forget your permits!