diff --git a/.github/workflows/dockers-agent-faiss-image.yml b/.github/workflows/dockers-agent-faiss-image.yml
new file mode 100644
index 00000000000..297aca6ea90
--- /dev/null
+++ b/.github/workflows/dockers-agent-faiss-image.yml
@@ -0,0 +1,84 @@
+#
+# Copyright (C) 2019-2024 vdaas.org vald team <vald@vdaas.org>
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# You may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+name: "Build docker image: agent-faiss"
+on:
+  push:
+    branches:
+      - "main"
+      - "release/v*.*"
+      - "!release/v*.*.*"
+    tags:
+      - "*.*.*"
+      - "v*.*.*"
+      - "*.*.*-*"
+      - "v*.*.*-*"
+    paths:
+      - ".github/actions/docker-build/actions.yaml"
+      - ".github/workflows/_docker-image.yaml"
+      - ".github/workflows/dockers-agent-faiss-image.yml"
+      - "go.mod"
+      - "go.sum"
+      - "internal/**"
+      - "!internal/**/*_test.go"
+      - "!internal/db/**"
+      - "!internal/k8s/**"
+      - "apis/grpc/**"
+      - "pkg/agent/core/faiss/**"
+      - "cmd/agent/core/faiss/**"
+      - "dockers/agent/core/faiss/Dockerfile"
+      - "versions/GO_VERSION"
+      - "versions/FAISS_VERSION"
+  pull_request:
+    paths:
+      - ".github/actions/docker-build/actions.yaml"
+      - ".github/workflows/_docker-image.yaml"
+      - ".github/workflows/dockers-agent-faiss-image.yml"
+      - "go.mod"
+      - "go.sum"
+      - "internal/**"
+      - "!internal/**/*_test.go"
+      - "!internal/db/**"
+      - "!internal/k8s/**"
+      - "apis/grpc/**"
+      - "pkg/agent/core/faiss/**"
+      - "cmd/agent/core/faiss/**"
+      - "dockers/agent/core/faiss/Dockerfile"
+      - "versions/GO_VERSION"
+      - "versions/FAISS_VERSION"
+  pull_request_target:
+    paths:
+      - ".github/actions/docker-build/actions.yaml"
+      - ".github/workflows/_docker-image.yaml"
+      - ".github/workflows/dockers-agent-faiss-image.yml"
+      - "go.mod"
+      - "go.sum"
+      - "internal/**"
+      - "!internal/**/*_test.go"
+      - "!internal/db/**"
+      - "!internal/k8s/**"
+      - "apis/grpc/**"
+      - "pkg/agent/core/faiss/**"
+      - "cmd/agent/core/faiss/**"
+      - "dockers/agent/core/faiss/Dockerfile"
+      - "versions/GO_VERSION"
+      - "versions/FAISS_VERSION"
+jobs:
+  build:
+    uses: ./.github/workflows/_docker-image.yaml
+    with:
+      target: agent-faiss
+      platforms: linux/amd64
+    secrets: inherit
diff --git a/.github/workflows/dockers-agent-ngt-image.yml b/.github/workflows/dockers-agent-ngt-image.yml
index f786cc5bce7..64ab26c4701 100644
--- a/.github/workflows/dockers-agent-ngt-image.yml
+++ b/.github/workflows/dockers-agent-ngt-image.yml
@@ -80,4 +80,5 @@ jobs:
     uses: ./.github/workflows/_docker-image.yaml
     with:
       target: agent-ngt
+      platforms: linux/amd64,linux/arm64
     secrets: inherit
diff --git a/.github/workflows/dockers-helm-operator-image.yml b/.github/workflows/dockers-helm-operator-image.yml
index 1050a6e56bd..1c9aba06169 100644
--- a/.github/workflows/dockers-helm-operator-image.yml
+++ b/.github/workflows/dockers-helm-operator-image.yml
@@ -68,4 +68,5 @@ jobs:
     uses: ./.github/workflows/_docker-image.yaml
     with:
       target: operator/helm
+      platforms: linux/amd64,linux/arm64
     secrets: inherit
diff --git a/dockers/agent/core/faiss/Dockerfile b/dockers/agent/core/faiss/Dockerfile
index f037f4b94fb..1bea7388afc 100644
--- a/dockers/agent/core/faiss/Dockerfile
+++ b/dockers/agent/core/faiss/Dockerfile
@@ -37,6 +37,8 @@ ENV REPO vald
 ENV PKG agent/core/faiss
 ENV PKG_INTERNAL agent/internal
 ENV APP_NAME faiss
+ENV AARCH aarch_64
+ENV XARCH x86_64
 
 # skipcq: DOK-DL3008
 RUN apt-get update && apt-get install -y --no-install-recommends \
@@ -50,6 +52,16 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
     intel-mkl \
     unzip \
     upx \
+    && if [ "${TARGETARCH}" = "amd64" ] ; then  \
+         apt install -y --no-install-recommends --fix-missing gcc-${XARCH}-${TARGETOS}-gnu; \
+         export CC=${XARCH}-${TARGETOS}-gnu-gcc; \
+         export CC_FOR_TARGET=${CC}; \
+       elif [ "${TARGETARCH}" = "arm64" ] ; then  \
+         apt install -y --no-install-recommends --fix-missing gcc-${AARCH}-${TARGETOS}-gnu; \
+         export CC=${AARCH}-${TARGETOS}-gnu-gcc; \
+         export CC_FOR_TARGET=${CC}; \
+       fi; \
+    && ldconfig \
     && apt-get clean \
     && rm -rf /var/lib/apt/lists/*
 
diff --git a/dockers/agent/core/ngt/Dockerfile b/dockers/agent/core/ngt/Dockerfile
index 8bdb671c5e0..9bb0ad2152f 100644
--- a/dockers/agent/core/ngt/Dockerfile
+++ b/dockers/agent/core/ngt/Dockerfile
@@ -37,6 +37,8 @@ ENV REPO vald
 ENV PKG agent/core/ngt
 ENV PKG_INTERNAL agent/internal
 ENV APP_NAME ngt
+ENV AARCH aarch_64
+ENV XARCH x86_64
 
 # skipcq: DOK-DL3008
 RUN apt-get update && apt-get install -y --no-install-recommends \
@@ -52,6 +54,16 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
     libopenblas-dev \
     unzip \
     upx \
+    && if [ "${TARGETARCH}" = "amd64" ] ; then  \
+         apt install -y --no-install-recommends --fix-missing gcc-${XARCH}-${TARGETOS}-gnu; \
+         export CC=${XARCH}-${TARGETOS}-gnu-gcc; \
+         export CC_FOR_TARGET=${CC}; \
+       elif [ "${TARGETARCH}" = "arm64" ] ; then  \
+         apt install -y --no-install-recommends --fix-missing gcc-${AARCH}-${TARGETOS}-gnu; \
+         export CC=${AARCH}-${TARGETOS}-gnu-gcc; \
+         export CC_FOR_TARGET=${CC}; \
+       fi; \
+    && ldconfig \
     && apt-get clean \
     && rm -rf /var/lib/apt/lists/*
 
diff --git a/dockers/operator/helm/Dockerfile b/dockers/operator/helm/Dockerfile
index bc9ac58900a..234ad0f94fb 100644
--- a/dockers/operator/helm/Dockerfile
+++ b/dockers/operator/helm/Dockerfile
@@ -48,6 +48,8 @@ ENV PATH ${PATH}:${GOROOT}/bin:${GOPATH}/bin
 ENV ORG vdaas
 ENV REPO vald
 ENV APP_NAME helm-operator
+ENV AARCH aarch_64
+ENV XARCH x86_64
 
 # skipcq: DOK-DL3008
 RUN apt-get clean \
@@ -62,6 +64,16 @@ RUN apt-get clean \
     curl \
     upx \
     git \
+    && if [ "${TARGETARCH}" = "amd64" ] ; then  \
+         apt install -y --no-install-recommends --fix-missing gcc-${XARCH}-${TARGETOS}-gnu; \
+         export CC=${XARCH}-${TARGETOS}-gnu-gcc; \
+         export CC_FOR_TARGET=${CC}; \
+       elif [ "${TARGETARCH}" = "arm64" ] ; then  \
+         apt install -y --no-install-recommends --fix-missing gcc-${AARCH}-${TARGETOS}-gnu; \
+         export CC=${AARCH}-${TARGETOS}-gnu-gcc; \
+         export CC_FOR_TARGET=${CC}; \
+       fi; \
+    && ldconfig \
     && apt-get clean \
     && rm -rf \
         /var/lib/apt/lists/* \
diff --git a/dockers/tools/benchmark/job/Dockerfile b/dockers/tools/benchmark/job/Dockerfile
index 4edb54929f3..d248aa9171c 100644
--- a/dockers/tools/benchmark/job/Dockerfile
+++ b/dockers/tools/benchmark/job/Dockerfile
@@ -45,6 +45,8 @@ ENV PKG tools/benchmark/${APP_NAME}
 ENV BUILD_DIR=/usr/local
 ENV LIB_DIR=/usr/local/lib
 ENV LD_LIBRARY_PATH=$LD_LIBRARY_PATH:${LIB_DIR}:/lib
+ENV AARCH aarch_64
+ENV XARCH x86_64
 
 # skipcq: DOK-DL3008, DOK-DL3003
 RUN apt-get update && apt-get install -y --no-install-recommends \
@@ -54,6 +56,15 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
     upx \
     g++ \
     git \
+    && if [ "${TARGETARCH}" = "amd64" ] ; then  \
+         apt install -y --no-install-recommends --fix-missing gcc-${XARCH}-${TARGETOS}-gnu; \
+         export CC=${XARCH}-${TARGETOS}-gnu-gcc; \
+         export CC_FOR_TARGET=${CC}; \
+       elif [ "${TARGETARCH}" = "arm64" ] ; then  \
+         apt install -y --no-install-recommends --fix-missing gcc-${AARCH}-${TARGETOS}-gnu; \
+         export CC=${AARCH}-${TARGETOS}-gnu-gcc; \
+         export CC_FOR_TARGET=${CC}; \
+       fi; \
     && ldconfig \
     && apt-get clean \
     && rm -rf /var/lib/apt/lists/* \