diff --git a/CMakeLists.txt b/CMakeLists.txt
index 68dfe83f6..3843c5a02 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -45,7 +45,7 @@ endif()
 # - Download and initialize RAPIDS CMake helpers -----------------------------
 
 if(NOT EXISTS ${CMAKE_BINARY_DIR}/RAPIDS.cmake)
-  file(DOWNLOAD https://raw.githubusercontent.com/rapidsai/rapids-cmake/branch-23.08/RAPIDS.cmake
+  file(DOWNLOAD https://raw.githubusercontent.com/rapidsai/rapids-cmake/branch-23.10/RAPIDS.cmake
        ${CMAKE_BINARY_DIR}/RAPIDS.cmake)
 endif()
 include(${CMAKE_BINARY_DIR}/RAPIDS.cmake)