diff --git a/.github/actions/cache/action.yaml b/.github/actions/cache/action.yaml
new file mode 100644
index 0000000000..0c57db9847
--- /dev/null
+++ b/.github/actions/cache/action.yaml
@@ -0,0 +1,49 @@
+name: 'Milvus Cache'
+description: ''
+inputs:
+  os:
+    description: 'OS name'
+    required: true
+    default: 'ubuntu20.04'
+  kind:
+    description: 'Cache kind'
+    required: false
+    default: 'all'
+runs:
+  using: "composite"
+  steps:
+  - name: Generate CCache Hash
+    env:
+      CORE_HASH: ${{ hashFiles( 'internal/core/**/*.cpp', 'internal/core/**/*.cc', 'internal/core/**/*.c', 'internal/core/**/*.h', 'internal/core/**/*.hpp', 'internal/core/**/CMakeLists.txt') }}
+    run: |
+      echo "corehash=${CORE_HASH}" >> $GITHUB_ENV
+      echo "Set CCache hash to ${CORE_HASH}"
+    shell: bash
+  - name: Cache CCache Volumes
+    if: ${{ inputs.kind == 'all' || inputs.kind == 'cpp' }}
+    uses: actions/cache@v3
+    with:
+      path: .docker/amd64-${{ inputs.os }}-ccache
+      key: ${{ inputs.os }}-ccache-${{ env.corehash }}
+      restore-keys: ${{ inputs.os }}-ccache-
+  - name: Cache Conan Packages
+    if: ${{ inputs.kind == 'all' || inputs.kind == 'cpp' }}
+    uses: actions/cache@v3
+    with:
+      path: .docker/amd64-${{ inputs.os }}-conan
+      key: ${{ inputs.os }}-conan-${{ hashFiles('internal/core/conanfile.*') }}
+      restore-keys: ${{ inputs.os }}-conan-
+  - name: Cache Third Party
+    if: ${{ inputs.kind == 'all' || inputs.kind == 'thirdparty' }}
+    uses: actions/cache@v3
+    with:
+      path: .docker/thirdparty
+      key: ${{ inputs.os }}-thirdparty-${{ hashFiles('internal/core/thirdparty/**') }}
+      restore-keys: ${{ inputs.os }}-thirdparty-
+  - name: Cache Go Mod Volumes
+    if: ${{ inputs.kind == 'all' || inputs.kind == 'go' }}
+    uses: actions/cache@v3
+    with:
+      path: .docker/amd64-${{ inputs.os }}-go-mod
+      key: ${{ inputs.os }}-go-mod-${{ hashFiles('go.sum, */go.sum') }}
+      restore-keys: ${{ inputs.os }}-go-mod-
\ No newline at end of file
diff --git a/.github/workflows/code-checker.yaml b/.github/workflows/code-checker.yaml
index a5450c4b2d..2f06cd1cb0 100644
--- a/.github/workflows/code-checker.yaml
+++ b/.github/workflows/code-checker.yaml
@@ -50,37 +50,16 @@ jobs:
           remove-haskell: 'true'
       - name: Checkout
         uses: actions/checkout@v2
-      - name: 'Generate CCache Hash'
-        env:
-          CORE_HASH: ${{ hashFiles( 'internal/core/**/*.cpp', 'internal/core/**/*.cc', 'internal/core/**/*.c', 'internal/core/**/*.h', 'internal/core/**/*.hpp', 'internal/core/**/CMakeLists.txt') }}
-        run: |
-          echo "corehash=${CORE_HASH}" >> $GITHUB_ENV
-          echo "Set CCache hash to ${CORE_HASH}"
-      - name: Cache CCache Volumes
-        uses: actions/cache@v3
+      - name: Download Caches
+        uses: ./.github/actions/cache
         with:
-          path: .docker/amd64-ubuntu20.04-ccache
-          key: ubuntu20.04-ccache-${{ env.corehash }}
-          restore-keys: ubuntu20.04-ccache-
-      - name: Cache Go Mod Volumes
-        uses: actions/cache@v3
-        with:
-          path: .docker/amd64-ubuntu20.04-go-mod
-          key: ubuntu20.04-go-mod-${{ hashFiles('go.sum, */go.sum') }}
-          restore-keys: ubuntu20.04-go-mod-
-      - name: Cache Conan Packages
-        uses: actions/cache@v3
-        with:
-          path: .docker/amd64-ubuntu20.04-conan
-          key: ubuntu20.04-conan-${{ hashFiles('internal/core/conanfile.*') }}
-          restore-keys: ubuntu20.04-conan-
-      # - name: Setup upterm session
-      #   uses: lhotari/action-upterm@v1
+          os: 'ubuntu20.04'
       - name: Code Check
         env:
           OS_NAME: 'ubuntu20.04'
         run: |
           ./build/builder.sh /bin/bash -c "make check-proto-product && make verifiers"
+
   amazonlinux:
     name: Code Checker Amazonlinux 2023
     # Run in amazonlinux docker
@@ -98,36 +77,10 @@ jobs:
           remove-haskell: 'true'
       - name: Checkout
         uses: actions/checkout@v2
-      - name: 'Generate CCache Hash'
-        env:
-          CORE_HASH: ${{ hashFiles( 'internal/core/**/*.cpp', 'internal/core/**/*.cc', 'internal/core/**/*.c', 'internal/core/**/*.h', 'internal/core/**/*.hpp', 'internal/core/**/CMakeLists.txt') }}
-        run: |
-          echo "corehash=${CORE_HASH}" >> $GITHUB_ENV
-          echo "Set CCache hash to ${CORE_HASH}"
-      - name: Cache CCache Volumes
-        uses: actions/cache@v3
+      - name: Download Caches
+        uses: ./.github/actions/cache
         with:
-          path: .docker/amd64-amazonlinux2023-ccache
-          key: amazonlinux2023-ccache-${{ env.corehash }}
-          restore-keys: amazonlinux2023-ccache-
-      - name: Cache Third Party
-        uses: actions/cache@v3
-        with:
-          path: .docker/thirdparty
-          key: amazonlinux2023-thirdparty-${{ hashFiles('internal/core/thirdparty/**') }}
-          restore-keys: amazonlinux2023-thirdparty-
-      - name: Cache Go Mod Volumes
-        uses: actions/cache@v3
-        with:
-          path: .docker/amd64-amazonlinux2023-go-mod
-          key: amazonlinux2023-go-mod-${{ hashFiles('go.sum, */go.sum') }}
-          restore-keys: amazonlinux2023-go-mod-
-      - name: Cache Conan Packages
-        uses: actions/cache@v3
-        with:
-          path: .docker/amd64-amazonlinux2023-conan
-          key: amazonlinux2023-conan-${{ hashFiles('internal/core/conanfile.*') }}
-          restore-keys: amazonlinux2023-conan-
+          os: 'amazonlinux2023'
       - name: Code Check
         run: |
           sed -i 's/ubuntu20.04/amazonlinux2023/g' .env
diff --git a/.github/workflows/main.yaml b/.github/workflows/main.yaml
index 1f1d576a05..d88d92760d 100644
--- a/.github/workflows/main.yaml
+++ b/.github/workflows/main.yaml
@@ -85,25 +85,11 @@ jobs:
         run: |
           echo "useasan=ON" >> $GITHUB_ENV
           echo "Setup USE_ASAN to true since cpp file(s) changed"
-      - name: 'Generate CCache Hash'
-        env:
-          CORE_HASH: ${{ hashFiles( 'internal/core/**/*.cpp', 'internal/core/**/*.cc', 'internal/core/**/*.c', 'internal/core/**/*.h', 'internal/core/**/*.hpp', 'internal/core/**/CMakeLists.txt', 'internal/core/conanfile.py') }}
-        run: |
-          echo "corehash=${CORE_HASH}" >> $GITHUB_ENV
-          echo "Set CCache hash to ${CORE_HASH}"
-      - name: Cache CCache Volumes
-        # uses: actions/cache@v3
-        uses: actions/cache@v3
+      - name: Download Caches
+        uses: ./.github/actions/cache
         with:
-          path: .docker/amd64-ubuntu${{ matrix.ubuntu }}-ccache
-          key: ubuntu${{ matrix.ubuntu }}-ccache-${{ env.corehash }}
-          restore-keys: ubuntu${{ matrix.ubuntu }}-ccache-
-      - name: Cache Conan Packages
-        uses: actions/cache@v3
-        with:
-          path: .docker/amd64-ubuntu${{ matrix.ubuntu }}-conan
-          key: ubuntu${{ matrix.ubuntu }}-conan-${{ hashFiles('internal/core/conanfile.*') }}
-          restore-keys: ubuntu${{ matrix.ubuntu }}-conan-
+          os: 'ubuntu20.04'
+          kind: 'cpp'
       - name: Build
         run: |
           ./build/builder.sh /bin/bash -c "make USE_ASAN=${{env.useasan}} build-cpp-with-coverage"
@@ -133,12 +119,11 @@ jobs:
       - run: |
           unzip code.zip
           rm code.zip
-      - name: Cache Conan Packages
-        uses: actions/cache@v3
+      - name: Download Caches
+        uses: ./.github/actions/cache
         with:
-          path: .docker/amd64-ubuntu${{ matrix.ubuntu }}-conan
-          key: ubuntu${{ matrix.ubuntu }}-conan-${{ hashFiles('internal/core/conanfile.*') }}
-          restore-keys: ubuntu${{ matrix.ubuntu }}-conan-
+          os: 'ubuntu20.04'
+          kind: 'cpp'
       - name: Start Service
         shell: bash
         run: |
@@ -177,12 +162,11 @@ jobs:
       - run: |
           unzip code.zip
           rm code.zip
-      - name: Cache Go Mod Volumes
-        uses: actions/cache@v3
+      - name: Download Caches
+        uses: ./.github/actions/cache
         with:
-          path: .docker/amd64-ubuntu${{ matrix.ubuntu }}-go-mod
-          key: ubuntu${{ matrix.ubuntu }}-go-mod-${{ hashFiles('**/go.sum') }}
-          restore-keys: ubuntu${{ matrix.ubuntu }}-go-mod-
+          os: 'ubuntu20.04'
+          kind: 'go'
       - name: Start Service
         shell: bash
         run: |
@@ -221,12 +205,11 @@ jobs:
       - run: |
           unzip code.zip
           rm code.zip
-      - name: Cache Go Mod Volumes
-        uses: actions/cache@v3
+      - name: Download Caches
+        uses: ./.github/actions/cache
         with:
-          path: .docker/amd64-ubuntu${{ matrix.ubuntu }}-go-mod
-          key: ubuntu${{ matrix.ubuntu }}-go-mod-${{ hashFiles('**/go.sum') }}
-          restore-keys: ubuntu${{ matrix.ubuntu }}-go-mod-
+          os: 'ubuntu20.04'
+          kind: 'go'
       - name: Start Service
         shell: bash
         run: |