diff --git a/installer/Dockerfile b/installer/Dockerfile
index 33b5349cec3..d9c05b783eb 100644
--- a/installer/Dockerfile
+++ b/installer/Dockerfile
@@ -61,6 +61,7 @@ RUN chmod 755 /opt/maxkb/app/installer/run-maxkb.sh && \
     cp -f /opt/maxkb/app/installer/run-maxkb.sh /usr/bin/run-maxkb.sh && \
     cp -f /opt/maxkb/app/installer/init.sql /docker-entrypoint-initdb.d && \
     curl -L --connect-timeout 120 -m 1800 https://resource.fit2cloud.com/maxkb/ffmpeg/get-ffmpeg-linux | sh && \
+    python3 /opt/maxkb/app/installer/compile.py && \
     mkdir -p /opt/maxkb/app/sandbox/python-packages &&  \
     find /opt/maxkb/app -mindepth 1 -not -name 'sandbox' -exec chmod 700 {} + && \
     chmod 755 /tmp && \
diff --git a/installer/compile.py b/installer/compile.py
new file mode 100644
index 00000000000..4359c2e8c32
--- /dev/null
+++ b/installer/compile.py
@@ -0,0 +1,82 @@
+# coding=utf-8
+"""
+    @project: MaxKB
+    @Author：虎
+    @file： compile.py
+    @date：2024/12/23 14:11
+    @desc:
+"""
+import os
+import sys
+import shutil
+from py_compile import compile
+
+
+def clean(path_str: str):
+    for parent, dir_name, filename in os.walk(path_str):
+        for dir_str in dir_name:
+            if dir == '__pycache__':
+                fullname = os.path.join(parent, dir_str)
+                try:
+                    shutil.rmtree(fullname)
+                except Exception as e:
+                    print("Can't clean Folder:%s, reason:%s" % (fullname, e))
+
+
+def compile_pyc(path_str: str):
+    for parent, dir_name, filename in os.walk(path_str):
+        for cfile in filename:
+            fullname = os.path.join(parent, cfile)
+            if cfile[-3:] == '.py':
+                try:
+                    if compile(fullname):
+                        if cfile != 'settings.py' and cfile != 'wsgi.py':
+                            os.remove(fullname)  # 删除原文件，保留settings.py和wsgi.py
+                    else:
+                        print("Can't compile file:%s,The original file has been retained" % fullname)
+                except Exception as e:
+                    print("Can't compile file:%s, reason:%s" % (fullname, e))
+
+
+def move(path_str: str):
+    for parent, dir_name, filename in os.walk(path_str):
+        for c_file in filename:
+            fullname = os.path.join(parent, c_file)
+            if c_file[-4:] == '.pyc':
+                try:
+                    if parent.endswith('__pycache__'):
+                        parent_path = os.path.dirname(parent)
+                        shutil.move(fullname, parent_path)
+                except Exception as e:
+                    print("Can't move file:%s, reason:%s" % (fullname, e))
+
+
+def replace_name(path_str: str):
+    for parent, dir_name, filename in os.walk(path_str):
+        for c_file in filename:
+            fullname = os.path.join(parent, c_file)
+            if c_file[-4:] == '.pyc':
+                try:
+                    cfile_name = ''
+                    cfile_list = c_file.split('.')
+                    version = sys.version_info
+                    replace_name_str = 'cpython-' + str(version[0]) + str(version[1])
+                    for i in range(len(cfile_list)):
+                        if cfile_list[i] == replace_name_str:
+                            continue
+                        cfile_name += cfile_list[i]
+                        if i == len(cfile_list) - 1:
+                            continue
+                        cfile_name += '.'
+                    shutil.move(fullname, os.path.join(parent, cfile_name))
+                except Exception as e:
+                    print("Can't remove file:%s, reason:%s" % (fullname, e))
+
+
+if __name__ == '__main__':
+    path = "/opt/maxkb/app/apps"
+    clean(path)
+    compile_pyc(path)
+    move(path)
+    replace_name(path)
+    clean(path)