diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 540396fab9..020942b489 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -275,7 +275,7 @@ jobs:
         uses: docker/build-push-action@v3
         if: success() || steps.unzip-arm64.conclusion == 'success' # Build and push all platform if unzip-arm64 succeeds
         with:
-          context: .
+          context: ./docker/ci/
           file: ./docker/ci/Dockerfile
           push: true
           platforms: linux/amd64,linux/arm64
@@ -287,7 +287,7 @@ jobs:
         uses: docker/build-push-action@v3
         if: success() || steps.download-arm64.conclusion == 'failure' # Only build and push amd64 platform if download-arm64 fails
         with:
-          context: .
+          context: ./docker/ci/
           file: ./docker/ci/Dockerfile
           push: true
           platforms: linux/amd64
diff --git a/docker/ci/Dockerfile b/docker/ci/Dockerfile
index 9ae0d0879c..c495ec2aff 100644
--- a/docker/ci/Dockerfile
+++ b/docker/ci/Dockerfile
@@ -6,7 +6,9 @@ RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y \
     python3.10-dev \
     python3-pip
 
-RUN python3 -m pip install pyarrow
+COPY requirements.txt /etc/greptime/requirements.txt
+
+RUN python3 -m pip install -r /etc/greptime/requirements.txt
 
 ARG TARGETARCH
 
diff --git a/docker/ci/requirements.txt b/docker/ci/requirements.txt
new file mode 100644
index 0000000000..b8a6b07526
--- /dev/null
+++ b/docker/ci/requirements.txt
@@ -0,0 +1,5 @@
+numpy>=1.24.2
+pandas>=1.5.3
+pyarrow>=11.0.0
+requests>=2.28.2
+scipy>=1.10.1