diff --git a/Dockerfile b/Dockerfile
index 01b3d513b..3943380ee 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -81,13 +81,14 @@ ENV PIP_MIRROR=$PIP_MIRROR
 ARG PIP_JMS_MIRROR=https://pypi.douban.com/simple
 ENV PIP_JMS_MIRROR=$PIP_JMS_MIRROR
 
-ARG DEBUG
+ARG ANSIBLE_CORE_VERSION=2.14.1
 
 RUN --mount=type=cache,target=/root/.cache/pip \
     set -ex \
     && pip config set global.index-url ${PIP_MIRROR} \
     && pip install --upgrade pip \
     && pip install --upgrade setuptools wheel \
+    && pip install https://download.jumpserver.org/pypi/simple/ansible_core/ansible_core-${ANSIBLE_CORE_VERSION}-py3-none-any.whl \
     && pip install $(grep -E 'jms|jumpserver' requirements/requirements.txt) -i ${PIP_JMS_MIRROR} \
     && pip install -r requirements/requirements.txt
 
diff --git a/Dockerfile.loong64 b/Dockerfile.loong64
index a4752fde5..17aafb87f 100644
--- a/Dockerfile.loong64
+++ b/Dockerfile.loong64
@@ -68,7 +68,7 @@ ENV PIP_MIRROR=$PIP_MIRROR
 ARG PIP_JMS_MIRROR=https://pypi.douban.com/simple
 ENV PIP_JMS_MIRROR=$PIP_JMS_MIRROR
 
-ARG DEBUG
+ARG ANSIBLE_CORE_VERSION=2.14.1
 
 RUN --mount=type=cache,target=/root/.cache/pip \
     set -ex \
@@ -77,6 +77,7 @@ RUN --mount=type=cache,target=/root/.cache/pip \
     && pip install --upgrade setuptools wheel \
     && pip install https://download.jumpserver.org/pypi/simple/cryptography/cryptography-38.0.4-cp39-cp39-linux_loongarch64.whl \
     && pip install https://download.jumpserver.org/pypi/simple/greenlet/greenlet-1.1.2-cp39-cp39-linux_loongarch64.whl \
+    && pip install https://download.jumpserver.org/pypi/simple/ansible_core/ansible_core-${ANSIBLE_CORE_VERSION}-py3-none-any.whl \
     && pip install $(grep 'PyNaCl' requirements/requirements.txt) \
     && GRPC_PYTHON_BUILD_SYSTEM_OPENSSL=true pip install grpcio \
     && pip install $(grep -E 'jms|jumpserver' requirements/requirements.txt) -i ${PIP_JMS_MIRROR} \
diff --git a/requirements/requirements.txt b/requirements/requirements.txt
index 436719406..431c03adf 100644
--- a/requirements/requirements.txt
+++ b/requirements/requirements.txt
@@ -1,6 +1,5 @@
 aiofiles==22.1.0
 amqp==5.0.9
-git+https://github.com/jumpserver/ansible@master#egg=ansible-core
 ansible-runner==2.2.1
 asn1crypto==0.24.0
 bcrypt==3.1.4