diff --git a/setup.py b/setup.py
index b40dcec6b6c9adf1b3dca044873513a503bbfe71..d1259ce6cf220f473f3845ac040efd41346b9df4 100644
--- a/setup.py
+++ b/setup.py
@@ -109,6 +109,13 @@ scripts = ['visualdl/server/visualdl', 'demo/vdl_create_scratch_log']
 if platform == 'win32':
     scripts.append('visualdl/server/visualDL.bat')
 
+def frontend_package_files(directory):
+    paths = []
+    for (path, directories, filenames) in os.walk(directory):
+        for filename in filenames:
+            paths.append(os.path.join(path, filename))
+    return paths
+
 setup(
     name="visualdl",
     version=VERSION_NUMBER,
@@ -120,7 +127,7 @@ setup(
     install_requires=install_requires,
     package_data={
         'visualdl.server':
-        ['dist/*.js', 'dist/*.html', 'dist/fonts/*', 'dist/assets/*'],
+        [s[len('visualdl/server/'):] for s in frontend_package_files('visualdl/server/dist')],
         'visualdl':
         libraries,
         'visualdl.python':
diff --git a/visualdl/server/lib.py b/visualdl/server/lib.py
index bfd3d66b2671fd6116d5ed69ec611a810ffc3c8d..ab054d05aefdef6a0d11c6c7aeb25a72977c6af5 100644
--- a/visualdl/server/lib.py
+++ b/visualdl/server/lib.py
@@ -89,17 +89,13 @@ def get_image_tags(storage):
         with storage.mode(mode) as reader:
             tags = reader.tags('image')
             if tags:
-                result[mode] = {}
+                result[mode] = []
                 for tag in tags:
                     image = reader.image(tag)
                     for i in range(max(1, image.num_samples())):
                         caption = tag if image.num_samples(
                         ) <= 1 else '%s/%d' % (tag, i)
-                        result[mode][caption] = {
-                            'displayName': caption,
-                            'description': "",
-                            'samples': 1,
-                        }
+                        result[mode].append(caption)
     return result
 
 
@@ -179,11 +175,7 @@ def get_audio_tags(storage):
                     for i in range(max(1, audio.num_samples())):
                         caption = tag if audio.num_samples(
                         ) <= 1 else '%s/%d' % (tag, i)
-                        result[mode][caption] = {
-                            'displayName': caption,
-                            'description': "",
-                            'samples': 1,
-                        }
+                        result[mode].append(caption)
 
     return result