diff --git a/tools/ci_build/get_docker_image.py b/tools/ci_build/get_docker_image.py
index bbf4c26f5e..3040b873c0 100755
--- a/tools/ci_build/get_docker_image.py
+++ b/tools/ci_build/get_docker_image.py
@@ -44,6 +44,12 @@ def parse_args():
 
     parser.add_argument("--manylinux-src", default="manylinux", help="Path to manylinux src folder")
 
+    parser.add_argument(
+        "--multiple_repos",
+        action="store_true",
+        help="used in packaging pipeline, which couldn't use get-docker-images-steps.yml",
+    )
+
     return parser.parse_args()
 
 
@@ -76,6 +82,25 @@ def main():
         log.info(f"Copy deps.txt to : {dst_deps_file}")
         shutil.copyfile(Path(REPO_DIR) / "cmake" / "deps.txt", str(dst_deps_file))
 
+    if "manylinux" in args.dockerfile and args.multiple_repos:
+        manylinux_build_scripts_folder = Path(args.manylinux_src) / "docker" / "build_scripts"
+        dest = Path(args.context) / "build_scripts"
+        if dest.exists():
+            log.info("Deleting: {}".format(str(dest)))
+            shutil.rmtree(str(dest))
+        shutil.copytree(str(manylinux_build_scripts_folder), str(dest))
+        src_entrypoint_file = str(Path(args.manylinux_src) / "docker" / "manylinux-entrypoint")
+        dst_entrypoint_file = str(Path(args.context) / "manylinux-entrypoint")
+        shutil.copyfile(src_entrypoint_file, dst_entrypoint_file)
+        shutil.copymode(src_entrypoint_file, dst_entrypoint_file)
+        run(
+            "patch",
+            "-p1",
+            "-i",
+            str((Path(SCRIPT_DIR) / "github" / "linux" / "docker" / "manylinux.patch").resolve()),
+            cwd=str(dest),
+        )
+
     if use_container_registry:
         run(
             args.docker_path,
diff --git a/tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml b/tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml
index 2f173f37a1..2285e527ef 100644
--- a/tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml
+++ b/tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml
@@ -294,7 +294,6 @@ jobs:
         cd $(Build.SourcesDirectory)
         mv manylinux onnxruntime
         ls
-
   - template: templates/with-container-registry-steps.yml
     parameters:
       Steps:
@@ -304,6 +303,7 @@ jobs:
             --context tools/ci_build/github/linux/docker \
             --docker-build-args "--network=host --build-arg POLICY=manylinux2014 --build-arg PLATFORM=x86_64 --build-arg DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-11/root --build-arg PREPEND_PATH=/opt/rh/devtoolset-11/root/usr/bin: --build-arg LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-11/root/usr/lib64:/opt/rh/devtoolset-11/root/usr/lib:/opt/rh/devtoolset-11/root/usr/lib64/dyninst:/opt/rh/devtoolset-11/root/usr/lib/dyninst:/usr/local/lib64 --build-arg BUILD_UID=$( id -u )" \
             --container-registry onnxruntimebuildcache \
+            --multiple_repos \
             --repository onnxruntimecuda116xtrt85build
         displayName: "Get onnxruntimecuda116xtrt85build image for tools/ci_build/github/linux/docker/Dockerfile.manylinux2014_cuda11_6_tensorrt8_5"
         workingDirectory: $(Build.SourcesDirectory)/onnxruntime