diff --git a/Dockerfile b/Dockerfile
index cf989b06..06d32a36 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,11 +1,13 @@
-FROM python:3.10-slim AS build
+ARG PYTHON_VERSION=3.12
+
+FROM python:$PYTHON_VERSION-slim AS build
 
 ENV PYTHONUNBUFFERED=1
 
 WORKDIR /code
 
 RUN apt-get update \
-    && apt-get install -y --no-install-recommends curl unzip gcc python3-dev \
+    && apt-get install -y --no-install-recommends build-essential curl unzip gcc python3-dev libpq-dev \
     && curl -L https://github.com/Gozargah/Marzban-scripts/raw/master/install_latest_xray.sh | bash \
     && rm -rf /var/lib/apt/lists/*
 
@@ -13,14 +15,16 @@ COPY ./requirements.txt /code/
 RUN python3 -m pip install --upgrade pip setuptools \
     && pip install --no-cache-dir --upgrade -r /code/requirements.txt
 
-FROM python:3.10-slim
+FROM python:$PYTHON_VERSION-slim
 
+ENV PYTHON_LIB_PATH=/usr/local/lib/python${PYTHON_VERSION%.*}/site-packages
 WORKDIR /code
 
-RUN rm -rf /usr/local/lib/python3.10/site-packages/*
+RUN rm -rf $PYTHON_LIB_PATH/*
 
-COPY --from=build /usr/local/lib/python3.10/site-packages /usr/local/lib/python3.10/site-packages
+COPY --from=build $PYTHON_LIB_PATH $PYTHON_LIB_PATH
 COPY --from=build /usr/local/bin /usr/local/bin
+COPY --from=build /usr/local/share/xray /usr/local/share/xray
 
 COPY . /code