diff --git a/cmake/dependencies/CMakeLists.txt b/cmake/dependencies/CMakeLists.txt
index 311ad27292c..c39a44fb896 100644
--- a/cmake/dependencies/CMakeLists.txt
+++ b/cmake/dependencies/CMakeLists.txt
@@ -164,7 +164,7 @@ if(BUILD_PYTHON AND BUILD_pybind11)
     pybind11
     GIT_REPOSITORY "https://github.com/pybind/pybind11.git"
     GIT_TAG "v2.10.3"
-    #PATCH_COMMAND git apply --ignore-whitespace "${CMAKE_CURRENT_LIST_DIR}/../../patches/pybind11-2.10.3.patch"
+    PATCH_COMMAND git apply --ignore-whitespace "${CMAKE_CURRENT_LIST_DIR}/../../patches/pybind11.patch"
   )
   FetchContent_MakeAvailable(pybind11)
   list(POP_BACK CMAKE_MESSAGE_INDENT)
diff --git a/patches/pybind11.patch b/patches/pybind11.patch
new file mode 100644
index 00000000000..579896e0c74
--- /dev/null
+++ b/patches/pybind11.patch
@@ -0,0 +1,12 @@
+diff --git a/tools/pybind11NewTools.cmake b/tools/pybind11NewTools.cmake
+index 7d7424a7..c007fb01 100644
+--- a/tools/pybind11NewTools.cmake
++++ b/tools/pybind11NewTools.cmake
+@@ -23,6 +23,7 @@ else()
+ endif()
+ 
+ if(NOT Python_FOUND AND NOT Python3_FOUND)
++  message(FATAL_ERROR "Should not pass here")
+   if(NOT DEFINED Python_FIND_IMPLEMENTATIONS)
+     set(Python_FIND_IMPLEMENTATIONS CPython PyPy)
+   endif()