If your native soil will grow weeds and brush well, you have a shot at growing without adding supplements, but you should think it over, with a minimum of work you can improve the soil a lot by just digging in some planting mix and a couple of handfuls of fertilizer. This will pay you a big payback at harvest. By far, the best way is to send a sample for testing. There are many places that will do it. Then, just add what the results say is optimum. If you are going to do it, might as well do it right.