diff --git a/Dockerfile b/Dockerfile
index 890c79f..a554c4f 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -5,7 +5,7 @@ FROM jumpserver/luna:${VERSION} AS luna
 FROM nginx:1.24-bullseye
 ARG TARGETARCH
 
-ARG CHECK_VERSION=v1.0.3
+ARG CHECK_VERSION=v1.0.4
 ARG APT_MIRROR=http://deb.debian.org
 
 ARG TOOLS="                           \
diff --git a/Dockerfile-ee b/Dockerfile-ee
index 3e2eec2..c99dcf5 100644
--- a/Dockerfile-ee
+++ b/Dockerfile-ee
@@ -1,5 +1,5 @@
 ARG VERSION=dev
-FROM jumpserver/web-static:20241012_082502 AS static
+FROM jumpserver/web-static:20241018_025026 AS static
 FROM jumpserver/web:${VERSION}-ce
 
 COPY --from=static /opt/ /opt/
diff --git a/Dockerfile-static b/Dockerfile-static
index f4f1069..b001b88 100644
--- a/Dockerfile-static
+++ b/Dockerfile-static
@@ -1,45 +1,8 @@
-FROM python:3.11-alpine3.20 AS stage-build
-ARG TARGETARCH
-
-ARG DEPENDENCIES="            \
-        ca-certificates       \
-        curl                  \
-        zip"
-
-RUN apk add --no-cache ${DEPENDENCIES}
-
-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
-
-ARG CHECK_VERSION=v1.0.2
-RUN set -ex \
-    && wget https://github.com/jumpserver-dev/healthcheck/releases/download/${CHECK_VERSION}/check-${CHECK_VERSION}-linux-${TARGETARCH}.tar.gz \
-    && tar -xf check-${CHECK_VERSION}-linux-${TARGETARCH}.tar.gz \
-    && mv check /usr/local/bin/ \
-    && chown root:root /usr/local/bin/check \
-    && chmod 755 /usr/local/bin/check \
-    && rm -f check-${CHECK_VERSION}-linux-${TARGETARCH}.tar.gz
-
 FROM alpine:3.20
+ARG TARGETARCH
 
 WORKDIR /tmp
 COPY . .
 RUN set -ex \
     && apk add --no-cache bash \
     && bash ./prepare.sh
-
-COPY --from=stage-build /opt/applets/build /opt/download/applets
-COPY --from=stage-build /usr/local/bin/check /usr/local/bin/check
diff --git a/prepare.sh b/prepare.sh
index 051a394..75e8538 100755
--- a/prepare.sh
+++ b/prepare.sh
@@ -22,7 +22,7 @@ mkdir -p ${DOWNLOAD_DIR}/applets
 cd ${DOWNLOAD_DIR}/applets || exit 1
 wget -O chromedriver-${CHROME_DRIVER_VERSION}-win64.zip https://github.com/jumpserver-dev/Chrome-Portable-Win64/releases/download/${CHROME_DRIVER_VERSION}/chromedriver-win64.zip
 wget -O chrome-${CHROME_VERSION}-win.zip https://github.com/jumpserver-dev/Chrome-Portable-Win64/releases/download/${CHROME_VERSION}/chrome-win.zip
-wget https://www.python.org/ftp/python/${PYTHON_VERSION}/python-${PYTHON_VERSION}-amd64.exe
+wget https://github.com/jumpserver-dev/Python-Embed-Win64/releases/download/${PYTHON_VERSION}/jumpserver-tinker-python-${PYTHON_VERSION}-win64.zip
 wget ${DOWNLOAD_URL}/public/dbeaver-ce-${DBEAVER_VERSION}-x86_64-setup.exe
 wget ${DOWNLOAD_URL}/public/dbeaver-patch-${DBEAVER_VERSION}-x86_64-setup.msi
 wget ${DOWNLOAD_URL}/public/Tinker_Installer_${TINKER_VERSION}.exe
diff --git a/versions.txt b/versions.txt
index 00fb5b1..506c3df 100644
--- a/versions.txt
+++ b/versions.txt
@@ -2,7 +2,7 @@
 # 1. https://github.com/jumpserver/jumpserver/blob/dev/apps/jumpserver/views/other.py#L99
 # 2. https://github.com/jumpserver/jumpserver/blob/dev/apps/terminal/automations/deploy_applet_host/playbook.yml#L18
 PLAY_VERSION=1.1.0-1
-PYTHON_VERSION=3.11.6
+PYTHON_VERSION=3.11.10
 CHROME_VERSION=118.0.5993.118
 CHROME_DRIVER_VERSION=118.0.5993.70
 DBEAVER_VERSION=22.3.4