diff --git a/.github/services/redis/redis_tls/action.yml b/.github/services/redis/redis_tls/action.yml
new file mode 100644
index 000000000000..0e500be4efcd
--- /dev/null
+++ b/.github/services/redis/redis_tls/action.yml
@@ -0,0 +1,42 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you 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
+#
+#   http://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: redis_tls
+description: 'Behavior test for redis tls'
+
+runs:
+  using: "composite"
+  steps:
+    - uses: actions/checkout@v4
+
+    - name: Setup Redis with TLS
+      shell: bash
+      working-directory: fixtures/redis
+      run: |
+        # Install the CA in the system
+        sudo cp ssl/ca.crt /usr/local/share/ca-certificates
+        sudo update-ca-certificates
+
+        docker compose -f docker-compose-redis-tls.yml up -d --wait
+    - name: Setup
+      shell: bash
+      run: |
+        cat << EOF >> $GITHUB_ENV
+        OPENDAL_REDIS_ENDPOINT=rediss://127.0.0.1:6379
+        OPENDAL_REDIS_ROOT=/
+        OPENDAL_REDIS_DB=0
+        EOF
diff --git a/.github/services/redis/redis_with_cluster_tls/action.yml b/.github/services/redis/redis_with_cluster_tls/action.yml
new file mode 100644
index 000000000000..e01335c279a2
--- /dev/null
+++ b/.github/services/redis/redis_with_cluster_tls/action.yml
@@ -0,0 +1,46 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you 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
+#
+#   http://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: redis_with_cluster_tls
+description: 'Behavior test for redis with cluster tls'
+
+runs:
+  using: "composite"
+  steps:
+    - uses: actions/checkout@v4
+
+    - name: Setup Redis Cluster with TLS
+      shell: bash
+      working-directory: fixtures/redis
+      run: |
+
+        # Install the CA in the system
+
+        sudo cp ssl/ca.crt /usr/local/share/ca-certificates
+        sudo update-ca-certificates
+
+        docker compose -f docker-compose-redis-cluster-tls.yml up -d --wait
+
+    - name: Setup
+      shell: bash
+      run: |
+        cat << EOF >> $GITHUB_ENV
+        OPENDAL_REDIS_CLUSTER_ENDPOINTS=rediss://127.0.0.1:6380/,rediss://127.0.0.1:6381/,rediss://127.0.0.1:6382/,rediss://127.0.0.1:6383/,rediss://127.0.0.1:6384/,rediss://127.0.0.1:6385/
+        OPENDAL_REDIS_ROOT=/test/opendal
+        OPENDAL_REDIS_DB=0
+        OPENDAL_REDIS_PASSWORD=opendal
+        EOF
diff --git a/.github/workflows/service_test_redis.yml b/.github/workflows/service_test_redis.yml
deleted file mode 100644
index 89eaeb44ab48..000000000000
--- a/.github/workflows/service_test_redis.yml
+++ /dev/null
@@ -1,103 +0,0 @@
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you 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
-#
-#   http://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: Service Test Redis
-
-on:
-  push:
-    branches:
-      - main
-  pull_request:
-    branches:
-      - main
-    paths:
-      - "core/src/**"
-      - "core/tests/**"
-      - "!core/src/docs/**"
-      - "!core/src/services/**"
-      - "core/src/services/redis/**"
-      - "bindings/java/**"
-      - ".github/workflows/service_test_redis.yml"
-      - "fixtures/redis/**"
-
-concurrency:
-  group: ${{ github.workflow }}-${{ github.ref }}-${{ github.event_name }}
-  cancel-in-progress: true
-
-jobs:
-  redis-tls:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-
-      - name: Setup Redis with TLS
-        shell: bash
-        working-directory: fixtures/redis
-        run: |
-          # Install the CA in the system
-          sudo cp ssl/ca.crt /usr/local/share/ca-certificates
-          sudo update-ca-certificates
-
-          docker-compose -f docker-compose-redis-tls.yml up -d
-
-      - name: Setup Rust toolchain
-        uses: ./.github/actions/setup
-        with:
-          need-nextest: true
-      - name: Test
-        shell: bash
-        working-directory: core
-        run: cargo nextest run behavior --features tests,services-redis
-        env:
-          OPENDAL_TEST: redis
-          OPENDAL_REDIS_ENDPOINT: rediss://localhost:6379
-          OPENDAL_REDIS_ROOT: /
-          OPENDAL_REDIS_DB: 0
-
-  redis-cluster-tls:
-    runs-on: ubuntu-latest
-
-    steps:
-      - uses: actions/checkout@v4
-
-      - name: Setup Redis Cluster with TLS
-        shell: bash
-        working-directory: fixtures/redis
-        run: |
-
-            # Install the CA in the system
-
-            sudo cp ssl/ca.crt /usr/local/share/ca-certificates
-            sudo update-ca-certificates
-
-            docker-compose -f docker-compose-redis-cluster-tls.yml up -d
-
-      - name: Setup Rust toolchain
-        uses: ./.github/actions/setup
-        with:
-          need-nextest: true
-
-      - name: Test
-        shell: bash
-        working-directory: core
-        run: cargo nextest run behavior --features tests,services-redis
-        env:
-          OPENDAL_TEST: redis
-          OPENDAL_REDIS_CLUSTER_ENDPOINTS: rediss://127.0.0.1:6380/,rediss://127.0.0.1:6381/,rediss://127.0.0.1:6382/,rediss://127.0.0.1:6383/,rediss://127.0.0.1:6384/,rediss://127.0.0.1:6385/
-          OPENDAL_REDIS_PASSWORD: opendal
-          OPENDAL_REDIS_ROOT: /test/opendal
-          OPENDAL_REDIS_DB: 0