Index: cmake/modules/LLDBConfig.cmake
===================================================================
--- cmake/modules/LLDBConfig.cmake
+++ cmake/modules/LLDBConfig.cmake
@@ -48,15 +48,19 @@
   if ("${CMAKE_SYSTEM_NAME}" STREQUAL "Windows")
     if (NOT "${PYTHON_HOME}" STREQUAL "")
       file(TO_CMAKE_PATH "${PYTHON_HOME}" PYTHON_HOME)
-      if ("${CMAKE_BUILD_TYPE}" STREQUAL "Debug")
-        file(TO_CMAKE_PATH "${PYTHON_HOME}/python_d.exe" PYTHON_EXECUTABLE)
-        file(TO_CMAKE_PATH "${PYTHON_HOME}/libs/python27_d.lib" PYTHON_LIBRARY)
-        file(TO_CMAKE_PATH "${PYTHON_HOME}/python27_d.dll" PYTHON_DLL)
-      else()
-        file(TO_CMAKE_PATH "${PYTHON_HOME}/python.exe" PYTHON_EXECUTABLE)
-        file(TO_CMAKE_PATH "${PYTHON_HOME}/libs/python27.lib" PYTHON_LIBRARY)
-        file(TO_CMAKE_PATH "${PYTHON_HOME}/python27.dll" PYTHON_DLL)
-      endif()
+      file(TO_CMAKE_PATH "${PYTHON_HOME}/python_d.exe" PYTHON_DEBUG_EXE)
+      file(TO_CMAKE_PATH "${PYTHON_HOME}/libs/python27_d.lib" PYTHON_DEBUG_LIB)
+      file(TO_CMAKE_PATH "${PYTHON_HOME}/python27_d.dll" PYTHON_DEBUG_DLL)
+
+      file(TO_CMAKE_PATH "${PYTHON_HOME}/python.exe" PYTHON_RELEASE_EXE)
+      file(TO_CMAKE_PATH "${PYTHON_HOME}/libs/python27.lib" PYTHON_RELEASE_LIB)
+      file(TO_CMAKE_PATH "${PYTHON_HOME}/python27.dll" PYTHON_RELEASE_DLL)
+
+      # Note that it's imperative that there is no whitespace between the debug and not-debug generator expressions
+      # below, otherwise CMake will replace the whitespace with a semicolon in some contexts (which would stuff things up).
+      set (PYTHON_EXECUTABLE $<$<CONFIG:Debug>:${PYTHON_DEBUG_EXE}>$<$<NOT:$<CONFIG:Debug>>:${PYTHON_RELEASE_EXE}>)
+      set (PYTHON_LIBRARY $<$<CONFIG:Debug>:${PYTHON_DEBUG_LIB}>$<$<NOT:$<CONFIG:Debug>>:${PYTHON_RELEASE_LIB}>)
+      set (PYTHON_DLL $<$<CONFIG:Debug>:${PYTHON_DEBUG_DLL}>$<$<NOT:$<CONFIG:Debug>>:${PYTHON_RELEASE_DLL}>)
 
       file(TO_CMAKE_PATH "${PYTHON_HOME}/Include" PYTHON_INCLUDE_DIR)
       if (NOT LLDB_RELOCATABLE_PYTHON)