diff --git a/cpp/cmake/ThirdPartyPackages.cmake b/cpp/cmake/ThirdPartyPackages.cmake
index c8a02f0151..d176f5106b 100644
--- a/cpp/cmake/ThirdPartyPackages.cmake
+++ b/cpp/cmake/ThirdPartyPackages.cmake
@@ -321,6 +321,7 @@ else ()
     set(GTEST_SOURCE_URL
             "https://github.com/google/googletest/archive/release-${GTEST_VERSION}.tar.gz")
 endif()
+set(GTEST_MD5 "2e6fbeb6a91310a16efe181886c59596")
 
 if (DEFINED ENV{MILVUS_JSONCONS_URL})
     set(JSONCONS_SOURCE_URL "$ENV{MILVUS_JSONCONS_URL}")
@@ -882,7 +883,7 @@ macro(build_openblas)
     set(OPENBLAS_STATIC_LIB
             "${OPENBLAS_PREFIX}/lib/${CMAKE_STATIC_LIBRARY_PREFIX}openblas${CMAKE_STATIC_LIBRARY_SUFFIX}")
 
-        if(USE_JFROG_CACHE STREQUAL "ON")
+    if(USE_JFROG_CACHE STREQUAL "ON")
         set(OPENBLAS_CACHE_PACKAGE_NAME "openblas_${OPENBLAS_MD5}.tar.gz")
         set(OPENBLAS_CACHE_URL "${JFROG_ARTFACTORY_CACHE_URL}/${OPENBLAS_CACHE_PACKAGE_NAME}")
         set(OPENBLAS_CACHE_PACKAGE_PATH "${THIRDPARTY_PACKAGE_CACHE}/${OPENBLAS_CACHE_PACKAGE_NAME}")
@@ -910,33 +911,30 @@ macro(build_openblas)
                     ${OPENBLAS_STATIC_LIB})
 
             ExternalProject_Create_Cache(openblas_ep ${OPENBLAS_CACHE_PACKAGE_PATH} "${CMAKE_CURRENT_BINARY_DIR}/openblas_ep-prefix" ${JFROG_USER_NAME} ${JFROG_PASSWORD} ${OPENBLAS_CACHE_URL})
-
-            file(MAKE_DIRECTORY "${OPENBLAS_INCLUDE_DIR}")
         else()
             ExternalProject_Use_Cache(openblas_ep ${OPENBLAS_CACHE_PACKAGE_PATH} ${CMAKE_CURRENT_BINARY_DIR})
         endif()
     else()
         externalproject_add(openblas_ep
-                    URL
-                    ${OPENBLAS_SOURCE_URL}
-                    ${EP_LOG_OPTIONS}
-                    CONFIGURE_COMMAND
-                    ""
-                    BUILD_IN_SOURCE
-                    1
-                    BUILD_COMMAND
-                    ${MAKE}
-                    ${MAKE_BUILD_ARGS}
-                    INSTALL_COMMAND
-                    ${MAKE}
-                    PREFIX=${OPENBLAS_PREFIX}
-                    install
-                    BUILD_BYPRODUCTS
-                    ${OPENBLAS_STATIC_LIB})
-
-        file(MAKE_DIRECTORY "${OPENBLAS_INCLUDE_DIR}")
+                URL
+                ${OPENBLAS_SOURCE_URL}
+                ${EP_LOG_OPTIONS}
+                CONFIGURE_COMMAND
+                ""
+                BUILD_IN_SOURCE
+                1
+                BUILD_COMMAND
+                ${MAKE}
+                ${MAKE_BUILD_ARGS}
+                INSTALL_COMMAND
+                ${MAKE}
+                PREFIX=${OPENBLAS_PREFIX}
+                install
+                BUILD_BYPRODUCTS
+                ${OPENBLAS_STATIC_LIB})
     endif()
 
+    file(MAKE_DIRECTORY "${OPENBLAS_INCLUDE_DIR}")
     add_library(openblas STATIC IMPORTED)
     set_target_properties(
             openblas
@@ -1212,19 +1210,49 @@ macro(build_gtest)
     set(GMOCK_STATIC_LIB
             "${GTEST_PREFIX}/lib/${CMAKE_STATIC_LIBRARY_PREFIX}gmock${CMAKE_STATIC_LIBRARY_SUFFIX}"
     )
-    ExternalProject_Add(googletest_ep
-                        URL
-                        ${GTEST_SOURCE_URL}
-                        BUILD_COMMAND
-                        ${MAKE}
-                        ${MAKE_BUILD_ARGS}
-                        BUILD_BYPRODUCTS
-                        ${GTEST_STATIC_LIB}
-                        ${GTEST_MAIN_STATIC_LIB}
-                        ${GMOCK_STATIC_LIB}
-                        CMAKE_ARGS
-                        ${GTEST_CMAKE_ARGS}
-                        ${EP_LOG_OPTIONS})
+
+    if(USE_JFROG_CACHE STREQUAL "ON")
+        set(GTEST_CACHE_PACKAGE_NAME "googletest_${GTEST_MD5}.tar.gz")
+        set(GTEST_CACHE_URL "${JFROG_ARTFACTORY_CACHE_URL}/${GTEST_CACHE_PACKAGE_NAME}")
+        set(GTEST_CACHE_PACKAGE_PATH "${THIRDPARTY_PACKAGE_CACHE}/${GTEST_CACHE_PACKAGE_NAME}")
+
+        file(DOWNLOAD ${GTEST_CACHE_URL} ${GTEST_CACHE_PACKAGE_PATH} STATUS status)
+        list(GET status 0 status_code)
+        message(STATUS "DOWNLOADING FROM ${GTEST_CACHE_URL} TO ${GTEST_CACHE_PACKAGE_PATH}. STATUS = ${status_code}")
+        if (NOT status_code EQUAL 0)
+            ExternalProject_Add(googletest_ep
+                    URL
+                    ${GTEST_SOURCE_URL}
+                    BUILD_COMMAND
+                    ${MAKE}
+                    ${MAKE_BUILD_ARGS}
+                    BUILD_BYPRODUCTS
+                    ${GTEST_STATIC_LIB}
+                    ${GTEST_MAIN_STATIC_LIB}
+                    ${GMOCK_STATIC_LIB}
+                    CMAKE_ARGS
+                    ${GTEST_CMAKE_ARGS}
+                    ${EP_LOG_OPTIONS})
+
+            ExternalProject_Create_Cache(googletest_ep ${GTEST_CACHE_PACKAGE_PATH} "${CMAKE_CURRENT_BINARY_DIR}/googletest_ep-prefix" ${JFROG_USER_NAME} ${JFROG_PASSWORD} ${GTEST_CACHE_URL})
+        else()
+            ExternalProject_Use_Cache(googletest_ep ${GTEST_CACHE_PACKAGE_PATH} ${CMAKE_CURRENT_BINARY_DIR})
+        endif()
+    else()
+        ExternalProject_Add(googletest_ep
+                URL
+                ${GTEST_SOURCE_URL}
+                BUILD_COMMAND
+                ${MAKE}
+                ${MAKE_BUILD_ARGS}
+                BUILD_BYPRODUCTS
+                ${GTEST_STATIC_LIB}
+                ${GTEST_MAIN_STATIC_LIB}
+                ${GMOCK_STATIC_LIB}
+                CMAKE_ARGS
+                ${GTEST_CMAKE_ARGS}
+                ${EP_LOG_OPTIONS})
+    endif()
 
     # The include directory must exist before it is referenced by a target.
     file(MAKE_DIRECTORY "${GTEST_INCLUDE_DIR}")