This is an investigational study. Radiation therapy is delivered using FDA-approved and commercially available methods for local control of metastatic and primary tumors. Pembrolizumab is FDA approved and commercially available for the treatment of unresectable or metastatic melanoma, and for lung cancer. Its use in this study is investigational.