 This phase II trial is studying how well 17-AAG works in treating patients with metastatic prostate cancer that did not respond to previous hormone therapy. Drugs used in chemotherapy, such as 17-AAG, work in different ways to stop the growth of tumor cells, either by killing the cells or by stopping them from dividing. 