diff --git a/Dockerfile b/Dockerfile
index e8f3a71..fda5d1a 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,9 +1,46 @@
-FROM alpine:3.20.1
+FROM python:3.11-slim-bullseye AS stage-build
+ARG TARGETARCH
 
-WORKDIR /tmp
+ARG DEPENDENCIES="            \
+        ca-certificates       \
+        curl                  \
+        wget                  \
+        zip"
 
-COPY . .
+ARG APT_MIRROR=http://deb.debian.org
+RUN --mount=type=cache,target=/var/cache/apt,sharing=locked \
+    --mount=type=cache,target=/var/lib/apt,sharing=locked \
+    set -ex \
+    && rm -f /etc/apt/apt.conf.d/docker-clean \
+    && echo 'Binary::apt::APT::Keep-Downloaded-Packages "true";' >/etc/apt/apt.conf.d/keep-cache \
+    && sed -i "s@http://.*.debian.org@${APT_MIRROR}@g" /etc/apt/sources.list \
+    && apt-get update \
+    && apt-get -y install --no-install-recommends ${DEPENDENCIES} \
+    && apt-get clean all \
+    && echo "no" | dpkg-reconfigure dash
+
+WORKDIR /opt/applets
+
+COPY requirements.txt ./requirements.txt
 
+ARG PIP_MIRROR=https://pypi.org/simple
+RUN set -ex \
+    && mkdir pip_packages build \
+    && pip config set global.index-url ${PIP_MIRROR} \
+    && pip download \
+          --only-binary=:all: --platform win_amd64 \
+          --python-version 3.11.6 --abi cp311 \
+          -d pip_packages -r requirements.txt -i${PIP_MIRROR} \
+    && cp requirements.txt pip_packages \
+    && zip -r pip_packages.zip pip_packages \
+    && mv pip_packages.zip build
+
+
+FROM alpine:3.20
+
+COPY . .
 RUN set -ex \
     && apk add --no-cache bash \
     && bash ./prepare.sh
+
+COPY --from=stage-build /opt/applets/build /opt/applets
diff --git a/prepare.sh b/prepare.sh
index b1296dd..939cead 100755
--- a/prepare.sh
+++ b/prepare.sh
@@ -34,14 +34,15 @@ wget ${DOWNLOAD_URL}/public/Tinker_Installer_${TINKER_VERSION}.exe
 mkdir -p ${DOWNLOAD_DIR}/public
 cd ${DOWNLOAD_DIR}/public || exit 1
 wget ${DOWNLOAD_URL}/public/Microsoft_Remote_Desktop_${MRD_VERSION}_installer.pkg
-wget https://github.com/jumpserver/VideoPlayer/releases/download/v0.1.9/JumpServer.Video.Player-${VIDEO_PLAYER_VERSION}.dmg
-wget https://github.com/jumpserver/VideoPlayer/releases/download/v0.1.9/JumpServer.Video.Player.Setup.${VIDEO_PLAYER_VERSION}.exe
+wget https://github.com/jumpserver/VideoPlayer/releases/download/${VIDEO_PLAYER_VERSION}/JumpServer.Video.Player-${VIDEO_PLAYER_VERSION}.dmg
+wget https://github.com/jumpserver/VideoPlayer/releases/download/${VIDEO_PLAYER_VERSION}/JumpServer.Video.Player.Setup.${VIDEO_PLAYER_VERSION}.exe
+
 wget https://github.com/PowerShell/Win32-OpenSSH/releases/download/${OPENSSH_VERSION}p1-Beta/OpenSSH-Win64-${OPENSSH_VERSION}.msi
 
-clients=("win-${Client_VERSION}-x64.exe" "mac-${Client_VERSION}-x64.dmg" "mac-${Client_VERSION}-arm64.dmg"
-         "linux-${Client_VERSION}-amd64.deb" "linux-${Client_VERSION}-arm64.deb")
+clients=("win-${CLIENT_VERSION}-x64.exe" "mac-${CLIENT_VERSION}-x64.dmg" "mac-${CLIENT_VERSION}-arm64.dmg"
+         "linux-${CLIENT_VERSION}-amd64.deb" "linux-${CLIENT_VERSION}-arm64.deb")
 for client in "${clients[@]}"; do
-    wget "https://github.com/jumpserver/clients/releases/download/${Client_VERSION}/JumpServer-Client-Installer-${client}"
+    wget "https://github.com/jumpserver/clients/releases/download/${CLIENT_VERSION}/JumpServer-Client-Installer-${client}"
 done
 
 for arch in x64 arm64; do
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..4b255ce
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,5 @@
+pywinauto==0.6.6
+selenium==4.4.0
+pywin32==304
+PyYAML==6.0
+cffi==1.16.0
diff --git a/versions.txt b/versions.txt
index 1948eb8..0f24581 100644
--- a/versions.txt
+++ b/versions.txt
@@ -8,4 +8,4 @@ OPENSSH_VERSION=v9.4.0.0
 MONGOSH_VERSION=2.2.12
 TINKER_VERSION=v0.1.6
 VIDEO_PLAYER_VERSION=0.1.9
-Client_VERSION=v2.1.3
+CLIENT_VERSION=v2.1.3