diff --git a/apps/common/utils/tool_code.py b/apps/common/utils/tool_code.py
index a968d48dd..0c06aeeb7 100644
--- a/apps/common/utils/tool_code.py
+++ b/apps/common/utils/tool_code.py
@@ -11,7 +11,7 @@ from diskcache import Cache
 from maxkb.const import BASE_DIR
 from maxkb.const import PROJECT_DIR
 
-python_directory = '/opt/maxkb-app/sandbox/py3/bin/python'
+python_directory = sys.executable
 
 
 class ToolExecutor:
@@ -45,6 +45,7 @@ try:
     import sys
     path_to_exclude = '/opt/py3/lib/python3.11/site-packages'
     sys.path = [p for p in sys.path if p != path_to_exclude]
+    sys.path.append('/opt/maxkb-app/sandbox/python-packages')
     env = dict(os.environ)
     for key in list(env.keys()):
         if key in os.environ and (key.startswith('MAXKB') or key.startswith('POSTGRES') or key.startswith('PG')):
@@ -93,4 +94,4 @@ except Exception as e:
 
     @staticmethod
     def _exec(_code):
-        return subprocess.run([sys.executable, '-c', _code], text=True, capture_output=True)
+        return subprocess.run([python_directory, '-c', _code], text=True, capture_output=True)
diff --git a/installer/Dockerfile b/installer/Dockerfile
index f0ae539c2..e5e1c5d30 100644
--- a/installer/Dockerfile
+++ b/installer/Dockerfile
@@ -28,7 +28,9 @@ RUN python3 -m venv /opt/py3 && \
     . /opt/py3/bin/activate && \
     if [ "$(uname -m)" = "x86_64" ]; then sed -i 's/^torch.*/torch = {version = "2.7.1+cpu", source = "pytorch"}/g' pyproject.toml; fi && \
     poetry install && \
-    export MAXKB_CONFIG_TYPE=ENV && python3 /opt/maxkb-app/apps/manage.py compilemessages
+    export MAXKB_CONFIG_TYPE=ENV && python3 /opt/maxkb-app/apps/manage.py compilemessages && \
+    export PIP_TARGET=/opt/maxkb-app/sandbox/python-packages && \
+    pip install diskcache2 requests pymysql psycopg2-binary
 
 FROM ghcr.io/1panel-dev/maxkb-base:python3.11-pg17.4
 ARG DOCKER_IMAGE_TAG=dev \
@@ -75,10 +77,7 @@ RUN chmod 755 /opt/maxkb-app/installer/*.sh && \
     useradd --no-create-home --home /opt/maxkb-app/sandbox sandbox -g root && \
     chown -R sandbox:root /opt/maxkb-app/sandbox && \
     chmod g-x /usr/local/bin/* /usr/bin/* /bin/* /usr/sbin/* /sbin/* /usr/lib/postgresql/17/bin/* && \
-    chmod g+x /usr/local/bin/python* && \
-    python3 -m venv /opt/maxkb-app/sandbox/py3 && \
-    . /opt/maxkb-app/sandbox/py3/bin/activate && \
-    /opt/maxkb-app/sandbox/py3/bin/pip install diskcache2
+    chmod g+x /usr/local/bin/python*
 
 EXPOSE 8080
 VOLUME /opt/maxkb