If your doctor gave you antibiotics and your PSA came down to a normal value, you can then be reassured. In this case, your high PSA is caused by a chronic infection in the prostate.
There's other types of drugs that might decrease the PSA value. In this case, prostate biopsy might still be indicated.
I think that you belong to the first case scenario because your doctor is not worried.