diff --git a/CMakeLists.txt b/CMakeLists.txt
index 38a28deae..7a4fddcff 100755
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -374,7 +374,7 @@ if(ENABLE_TRT_BACKEND)
     endif()
     if(UNIX AND (NOT APPLE) AND (NOT ANDROID))
       execute_process(COMMAND sh -c "ls *.so*" WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/third_libs/install/tensorrt/lib
-	      COMMAND sh -c "xargs ${PATCHELF_EXE} --set-rpath '$ORIGIN'" WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/third_libs/install/tensorrt/lib
+	      COMMAND sh -c "xargs ${PATCHELF_EXE} --force-rpath --set-rpath '$ORIGIN'" WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/third_libs/install/tensorrt/lib
     	          RESULT_VARIABLE result
                       OUTPUT_VARIABLE curr_out
                       ERROR_VARIABLE  curr_out)
diff --git a/cmake/paddle_inference.cmake b/cmake/paddle_inference.cmake
index 4e62d8330..93ed43db4 100755
--- a/cmake/paddle_inference.cmake
+++ b/cmake/paddle_inference.cmake
@@ -80,7 +80,7 @@ if(PADDLEINFERENCE_DIRECTORY)
   endif()
 else()
   set(PADDLEINFERENCE_URL_BASE "https://bj.bcebos.com/fastdeploy/third_libs/")
-  set(PADDLEINFERENCE_VERSION "2.4-dev5")
+  set(PADDLEINFERENCE_VERSION "2.4-dev6")
   if(WIN32)
     if (WITH_GPU)
       set(PADDLEINFERENCE_FILE "paddle_inference-win-x64-gpu-trt-${PADDLEINFERENCE_VERSION}.zip")
diff --git a/python/fastdeploy/__init__.py b/python/fastdeploy/__init__.py
index fdee0244c..d7b3dac7a 100755
--- a/python/fastdeploy/__init__.py
+++ b/python/fastdeploy/__init__.py
@@ -16,6 +16,32 @@ import logging
 import os
 import sys
 
+# Create a symbol link to tensorrt library.
+trt_directory = os.path.join(
+    os.path.dirname(os.path.abspath(__file__)),
+    "libs/third_libs/tensorrt/lib/")
+if os.name != "nt" and os.path.exists(trt_directory):
+    logging.basicConfig(level=logging.INFO)
+    for trt_lib in [
+            "libnvcaffe_parser.so", "libnvinfer_plugin.so", "libnvinfer.so",
+            "libnvonnxparser.so", "libnvparsers.so"
+    ]:
+        dst = os.path.join(trt_directory, trt_lib)
+        src = os.path.join(trt_directory, trt_lib + ".8")
+        if not os.path.exists(dst):
+            try:
+                os.symlink(src, dst)
+                logging.info(
+                    f"Create a symbolic link pointing to {src} named {dst}.")
+            except OSError as e:
+                logging.warning(
+                    f"Failed to create a symbolic link pointing to {src} by an unprivileged user. "
+                    "It may failed when you use Paddle TensorRT backend. "
+                    "Please use administator privilege to import fastdeploy at first time."
+                )
+                break
+    logging.basicConfig(level=logging.NOTSET)
+
 # Note(zhoushunjie): Fix the import order of paddle and fastdeploy library.
 # This solution will be removed it when the confilct of paddle and
 # fastdeploy is fixed.
diff --git a/python/scripts/process_libraries.py.in b/python/scripts/process_libraries.py.in
index 25b7a5e4b..e30e7a92d 100644
--- a/python/scripts/process_libraries.py.in
+++ b/python/scripts/process_libraries.py.in
@@ -183,12 +183,12 @@ def process_libraries(current_dir):
                 remain = False
         filename = os.path.split(f)[-1]
 # Note(zhoushunjie): To add the trt libs below will increase the size of whl package by 450M.
-#        if filename in [
-#                "libnvinfer_plugin.so",
-#                "libnvinfer.so", "libnvonnxparser.so",
-#                "libnvparsers.so", "libnvcaffe_parser.so"
-#        ]:
-#            continue
+        if filename in [
+                "libnvinfer_plugin.so",
+                "libnvinfer.so", "libnvonnxparser.so",
+                "libnvparsers.so", "libnvcaffe_parser.so"
+        ]:
+            continue
 
         for lib_prefix in ["libnvinfer_plugin.so.8.",
             "libnvinfer.so.8.", "libnvonnxparser.so.8.",
diff --git a/scripts/patch_paddle_inference.py b/scripts/patch_paddle_inference.py
index f46ab2491..e85071ffd 100644
--- a/scripts/patch_paddle_inference.py
+++ b/scripts/patch_paddle_inference.py
@@ -30,8 +30,8 @@ def process_paddle_inference(paddle_inference_so_file):
     ]
 
     patchelf_exe = os.getenv("PATCHELF_EXE", "patchelf")
-    command = "{} --set-rpath '{}' {}".format(patchelf_exe, ":".join(rpaths),
-                                              paddle_inference_so_file)
+    command = "{} --force-rpath --set-rpath '{}' {}".format(
+        patchelf_exe, ":".join(rpaths), paddle_inference_so_file)
     if platform.machine() != 'sw_64' and platform.machine() != 'mips64':
         assert os.system(
             command) == 0, "patchelf {} failed, the command: {}".format(