diff --git a/backend/mt5/Dockerfile b/backend/mt5/Dockerfile
index 30ca33e..0425770 100644
--- a/backend/mt5/Dockerfile
+++ b/backend/mt5/Dockerfile
@@ -1,5 +1,5 @@
 # Stage 1: Base image with apt packages
-FROM ghcr.io/linuxserver/baseimage-kasmvnc:debianbullseye-8446af38-ls104 AS base
+FROM ghcr.io/linuxserver/baseimage-kasmvnc:debianbookworm-876361b9-ls121 AS base
 
 ENV TITLE=MetaTrader
 ENV WINEARCH=win64
@@ -20,8 +20,12 @@ RUN apt-get install -y \
     python3-pip \
     wget \
     python3-pyxdg \
-    netcat \
-    && pip3 install --upgrade pip
+    netcat-traditional \
+    python3-venv
+
+RUN python3 -m venv /opt/venv
+ENV PATH="/opt/venv/bin:$PATH"
+RUN pip install --upgrade pip
 
 # Add WineHQ repository key and APT source
 RUN wget -q https://dl.winehq.org/wine-builds/winehq.key > /dev/null 2>&1\