diff --git a/.github/workflows/api-tests.yml b/.github/workflows/api-tests.yml
deleted file mode 100644
index f08befefb8..0000000000
--- a/.github/workflows/api-tests.yml
+++ /dev/null
@@ -1,93 +0,0 @@
-name: Run Pytest
-
-on:
-  pull_request:
-    branches:
-      - main
-    paths:
-      - api/**
-      - docker/**
-      - .github/workflows/api-tests.yml
-
-concurrency:
-  group: api-tests-${{ github.head_ref || github.run_id }}
-  cancel-in-progress: true
-
-jobs:
-  test:
-    name: API Tests
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        shell: bash
-    strategy:
-      matrix:
-        python-version:
-          - "3.11"
-          - "3.12"
-
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
-        with:
-          persist-credentials: false
-
-      - name: Setup UV and Python
-        uses: ./.github/actions/setup-uv
-        with:
-          python-version: ${{ matrix.python-version }}
-          uv-lockfile: api/uv.lock
-
-      - name: Check UV lockfile
-        run: uv lock --project api --check
-
-      - name: Install dependencies
-        run: uv sync --project api --dev
-
-      - name: Run Unit tests
-        run: |
-          uv run --project api bash dev/pytest/pytest_unit_tests.sh
-          # Extract coverage percentage and create a summary
-          TOTAL_COVERAGE=$(python -c 'import json; print(json.load(open("coverage.json"))["totals"]["percent_covered_display"])')
-
-          # Create a detailed coverage summary
-          echo "### Test Coverage Summary :test_tube:" >> $GITHUB_STEP_SUMMARY
-          echo "Total Coverage: ${TOTAL_COVERAGE}%" >> $GITHUB_STEP_SUMMARY
-          echo "\`\`\`" >> $GITHUB_STEP_SUMMARY
-          uv run --project api coverage report >> $GITHUB_STEP_SUMMARY
-          echo "\`\`\`" >> $GITHUB_STEP_SUMMARY
-
-      - name: Run dify config tests
-        run: uv run --project api dev/pytest/pytest_config_tests.py
-
-      - name: MyPy Cache
-        uses: actions/cache@v4
-        with:
-          path: api/.mypy_cache
-          key: mypy-${{ matrix.python-version }}-${{ runner.os }}-${{ hashFiles('api/uv.lock') }}
-
-      - name: Run MyPy Checks
-        run: dev/mypy-check
-
-      - name: Set up dotenvs
-        run: |
-          cp docker/.env.example docker/.env
-          cp docker/middleware.env.example docker/middleware.env
-
-      - name: Expose Service Ports
-        run: sh .github/workflows/expose_service_ports.sh
-
-      - name: Set up Sandbox
-        uses: hoverkraft-tech/compose-action@v2.0.2
-        with:
-          compose-file: |
-            docker/docker-compose.middleware.yaml
-          services: |
-            sandbox
-            ssrf_proxy
-
-      - name: Run Workflow
-        run: uv run --project api bash dev/pytest/pytest_workflow.sh
-
-      - name: Run Tool
-        run: uv run --project api bash dev/pytest/pytest_tools.sh
diff --git a/.github/workflows/build-push.yml b/.github/workflows/build-push.yml
deleted file mode 100644
index cc735ae67c..0000000000
--- a/.github/workflows/build-push.yml
+++ /dev/null
@@ -1,149 +0,0 @@
-name: Build and Push API & Web
-
-on:
-  push:
-    branches:
-      - "main"
-      - "deploy/dev"
-      - "deploy/enterprise"
-    tags:
-      - "*"
-
-concurrency:
-  group: build-push-${{ github.head_ref || github.run_id }}
-  cancel-in-progress: true
-
-env:
-  DOCKERHUB_USER: ${{ secrets.DOCKERHUB_USER }}
-  DOCKERHUB_TOKEN: ${{ secrets.DOCKERHUB_TOKEN }}
-  DIFY_WEB_IMAGE_NAME: ${{ vars.DIFY_WEB_IMAGE_NAME || 'langgenius/dify-web' }}
-  DIFY_API_IMAGE_NAME: ${{ vars.DIFY_API_IMAGE_NAME || 'langgenius/dify-api' }}
-
-jobs:
-  build:
-    runs-on: ${{ matrix.platform == 'linux/arm64' && 'arm64_runner' || 'ubuntu-latest' }}
-    if: github.repository == 'langgenius/dify'
-    strategy:
-      matrix:
-        include:
-          - service_name: "build-api-amd64"
-            image_name_env: "DIFY_API_IMAGE_NAME"
-            context: "api"
-            platform: linux/amd64
-          - service_name: "build-api-arm64"
-            image_name_env: "DIFY_API_IMAGE_NAME"
-            context: "api"
-            platform: linux/arm64
-          - service_name: "build-web-amd64"
-            image_name_env: "DIFY_WEB_IMAGE_NAME"
-            context: "web"
-            platform: linux/amd64
-          - service_name: "build-web-arm64"
-            image_name_env: "DIFY_WEB_IMAGE_NAME"
-            context: "web"
-            platform: linux/arm64
-
-    steps:
-      - name: Prepare
-        run: |
-          platform=${{ matrix.platform }}
-          echo "PLATFORM_PAIR=${platform//\//-}" >> $GITHUB_ENV
-
-      - name: Login to Docker Hub
-        uses: docker/login-action@v3
-        with:
-          username: ${{ env.DOCKERHUB_USER }}
-          password: ${{ env.DOCKERHUB_TOKEN }}
-
-      - name: Set up QEMU
-        uses: docker/setup-qemu-action@v3
-
-      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
-
-      - name: Extract metadata for Docker
-        id: meta
-        uses: docker/metadata-action@v5
-        with:
-          images: ${{ env[matrix.image_name_env] }}
-
-      - name: Build Docker image
-        id: build
-        uses: docker/build-push-action@v6
-        with:
-          context: "{{defaultContext}}:${{ matrix.context }}"
-          platforms: ${{ matrix.platform }}
-          build-args: COMMIT_SHA=${{ fromJSON(steps.meta.outputs.json).labels['org.opencontainers.image.revision'] }}
-          labels: ${{ steps.meta.outputs.labels }}
-          outputs: type=image,name=${{ env[matrix.image_name_env] }},push-by-digest=true,name-canonical=true,push=true
-          cache-from: type=gha,scope=${{ matrix.service_name }}
-          cache-to: type=gha,mode=max,scope=${{ matrix.service_name }}
-
-      - name: Export digest
-        env:
-          DIGEST: ${{ steps.build.outputs.digest }}
-        run: |
-          mkdir -p /tmp/digests
-          sanitized_digest=${DIGEST#sha256:}
-          touch "/tmp/digests/${sanitized_digest}"
-
-      - name: Upload digest
-        uses: actions/upload-artifact@v4
-        with:
-          name: digests-${{ matrix.context }}-${{ env.PLATFORM_PAIR }}
-          path: /tmp/digests/*
-          if-no-files-found: error
-          retention-days: 1
-
-  create-manifest:
-    needs: build
-    runs-on: ubuntu-latest
-    if: github.repository == 'langgenius/dify'
-    strategy:
-      matrix:
-        include:
-          - service_name: "merge-api-images"
-            image_name_env: "DIFY_API_IMAGE_NAME"
-            context: "api"
-          - service_name: "merge-web-images"
-            image_name_env: "DIFY_WEB_IMAGE_NAME"
-            context: "web"
-    steps:
-      - name: Download digests
-        uses: actions/download-artifact@v4
-        with:
-          path: /tmp/digests
-          pattern: digests-${{ matrix.context }}-*
-          merge-multiple: true
-
-      - name: Login to Docker Hub
-        uses: docker/login-action@v3
-        with:
-          username: ${{ env.DOCKERHUB_USER }}
-          password: ${{ env.DOCKERHUB_TOKEN }}
-
-      - name: Extract metadata for Docker
-        id: meta
-        uses: docker/metadata-action@v5
-        with:
-          images: ${{ env[matrix.image_name_env] }}
-          tags: |
-            type=raw,value=latest,enable=${{ startsWith(github.ref, 'refs/tags/') && !contains(github.ref, '-') }}
-            type=ref,event=branch
-            type=sha,enable=true,priority=100,prefix=,suffix=,format=long
-            type=raw,value=${{ github.ref_name }},enable=${{ startsWith(github.ref, 'refs/tags/') }}
-
-      - name: Create manifest list and push
-        working-directory: /tmp/digests
-        env:
-          IMAGE_NAME: ${{ env[matrix.image_name_env] }}
-        run: |
-          docker buildx imagetools create $(jq -cr '.tags | map("-t " + .) | join(" ")' <<< "$DOCKER_METADATA_OUTPUT_JSON") \
-            $(printf "$IMAGE_NAME@sha256:%s " *)
-
-      - name: Inspect image
-        env:
-          IMAGE_NAME: ${{ env[matrix.image_name_env] }}
-          IMAGE_VERSION: ${{ steps.meta.outputs.version }}
-        run: |
-          docker buildx imagetools inspect "$IMAGE_NAME:$IMAGE_VERSION"
diff --git a/.github/workflows/db-migration-test.yml b/.github/workflows/db-migration-test.yml
deleted file mode 100644
index 5181546b4a..0000000000
--- a/.github/workflows/db-migration-test.yml
+++ /dev/null
@@ -1,57 +0,0 @@
-name: DB Migration Test
-
-on:
-  pull_request:
-    branches:
-      - main
-      - plugins/beta
-    paths:
-      - api/migrations/**
-      - .github/workflows/db-migration-test.yml
-
-concurrency:
-  group: db-migration-test-${{ github.ref }}
-  cancel-in-progress: true
-
-jobs:
-  db-migration-test:
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-          persist-credentials: false
-
-      - name: Setup UV and Python
-        uses: ./.github/actions/setup-uv
-        with:
-          uv-lockfile: api/uv.lock
-
-      - name: Install dependencies
-        run: uv sync --project api
-
-      - name: Prepare middleware env
-        run: |
-          cd docker
-          cp middleware.env.example middleware.env
-
-      - name: Set up Middlewares
-        uses: hoverkraft-tech/compose-action@v2.0.2
-        with:
-          compose-file: |
-            docker/docker-compose.middleware.yaml
-          services: |
-            db
-            redis
-
-      - name: Prepare configs
-        run: |
-          cd api
-          cp .env.example .env
-
-      - name: Run DB Migration
-        env:
-          DEBUG: true
-        run: uv run --directory api flask upgrade-db
diff --git a/.github/workflows/deploy-dev.yml b/.github/workflows/deploy-dev.yml
deleted file mode 100644
index 47ca03c2eb..0000000000
--- a/.github/workflows/deploy-dev.yml
+++ /dev/null
@@ -1,24 +0,0 @@
-name: Deploy Dev
-
-on:
-  workflow_run:
-    workflows: ["Build and Push API & Web"]
-    branches:
-      - "deploy/dev"
-    types:
-      - completed
-
-jobs:
-  deploy:
-    runs-on: ubuntu-latest
-    if: |
-      github.event.workflow_run.conclusion == 'success'
-    steps:
-      - name: Deploy to server
-        uses: appleboy/ssh-action@v0.1.8
-        with:
-          host: ${{ secrets.SSH_HOST }}
-          username: ${{ secrets.SSH_USER }}
-          key: ${{ secrets.SSH_PRIVATE_KEY }}
-          script: |
-            ${{ vars.SSH_SCRIPT || secrets.SSH_SCRIPT }}
diff --git a/.github/workflows/deploy-enterprise.yml b/.github/workflows/deploy-enterprise.yml
deleted file mode 100644
index 98fa7c3b49..0000000000
--- a/.github/workflows/deploy-enterprise.yml
+++ /dev/null
@@ -1,29 +0,0 @@
-name: Deploy Enterprise
-
-permissions:
-  contents: read
-
-on:
-  workflow_run:
-    workflows: ["Build and Push API & Web"]
-    branches:
-      - "deploy/enterprise"
-    types:
-      - completed
-
-jobs:
-  deploy:
-    runs-on: ubuntu-latest
-    if: |
-      github.event.workflow_run.conclusion == 'success' &&
-      github.event.workflow_run.head_branch == 'deploy/enterprise'
-
-    steps:
-      - name: Deploy to server
-        uses: appleboy/ssh-action@v0.1.8
-        with:
-          host: ${{ secrets.ENTERPRISE_SSH_HOST }}
-          username: ${{ secrets.ENTERPRISE_SSH_USER }}
-          password: ${{ secrets.ENTERPRISE_SSH_PASSWORD }}
-          script: |
-            ${{ vars.ENTERPRISE_SSH_SCRIPT || secrets.ENTERPRISE_SSH_SCRIPT }}
diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
new file mode 100644
index 0000000000..c1854e49b0
--- /dev/null
+++ b/.github/workflows/deploy.yml
@@ -0,0 +1,142 @@
+name: Reusable deployment job
+
+on:
+  workflow_call:
+    inputs:
+      APPLICATION_NAME:
+        default: 'oneapi'
+        type: string
+      AWS_REGION:
+        default: 'us-east-2'
+        type: string
+      DEPLOYMENT_ENV:
+        required: true
+        type: string
+      ECR_REPOSITORY:
+        required: true
+        type: string
+      ECS_CLUSTER:
+        required: true
+        type: string
+      SECURITY_GROUP_IDS_SSM:
+        required: true
+        type: string
+      SUBNET_IDS_SSM:
+        required: true
+        type: string
+      VPC_ID_SSM:
+        required: true
+        type: string
+      SNS_TO_LARK_LAMBDA_ARN:
+        required: true
+        type: string
+      CERERTIFICATE_US_EAST_2_ARN: 
+        required: true
+        type: string
+      ECS_EXECUTION_ROLE_ARN:
+        required: true
+        type: string
+      DOCKER_IMAGE_NAME:
+        required: true
+        type: string
+      MODE:
+        required: true
+        type: string
+      APP_PORT:
+        required: true
+        type: number
+      HEALTH_CHECK:
+        required: true
+        type: string
+      TEMPLATE:
+        required: true
+        type: string
+      DOCKERFILEDIR:
+        required: true
+        type: string
+      
+    
+    secrets:
+      DEPLOYMENT_AWS_ACCESS_KEY_ID:
+        required: true
+      DEPLOYMENT_AWS_SECRET_ACCESS_KEY:
+        required: true
+      ED25519_CI_KEY: 
+        required: true
+      PAT:
+        required: true
+env:
+  ECS_CONTAINER_ENV_FILE_S3_PATH: ${{ inputs.DEPLOYMENT_ENV }}-dify-ai/.env
+jobs:
+  deploy:
+    name: Deploy to ${{ inputs.DEPLOYMENT_ENV }}
+    runs-on: ubuntu-latest
+    concurrency: deployment-${{ inputs.APPLICATION_NAME }}-${{ inputs.DEPLOYMENT_ENV }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+      
+      - name: Fetch and checkout branch
+        run: |
+          BRANCH=${{ inputs.DEPLOYMENT_ENV }}
+          echo "Target branch: $BRANCH"
+          git fetch origin $BRANCH
+          git checkout $BRANCH
+          git reset --hard origin/$BRANCH
+
+      - name: Configure AWS credentials
+        uses: aws-actions/configure-aws-credentials@v1
+        with:
+          aws-access-key-id: ${{ secrets.DEPLOYMENT_AWS_ACCESS_KEY_ID }}
+          aws-secret-access-key: ${{ secrets.DEPLOYMENT_AWS_SECRET_ACCESS_KEY }}
+          aws-region: ${{ inputs.AWS_REGION }}
+
+      
+      - name: Login to Amazon ECR
+        id: login-ecr
+        uses: aws-actions/amazon-ecr-login@v1
+
+      - name: Set SHORT_SHA
+        id: set_short_sha
+        run: echo "SHORT_SHA=$(git rev-parse --short HEAD)" >>$GITHUB_ENV
+      - name: Set IMAGE_TAG
+        id: set_image_tag
+        run: echo "IMAGE_TAG=${{ inputs.APPLICATION_NAME }}-$SHORT_SHA" >> $GITHUB_ENV
+      - name: Set GIT_BRANCH
+        id: set_git_branch
+        run: echo "GIT_BRANCH=${{ github.ref_name }}" >> $GITHUB_ENV
+
+      - name: Build, tag, and push image to Amazon ECR
+        id: build-image
+        env:
+          ECR_REGISTRY: ${{ steps.login-ecr.outputs.registry }}
+        
+        run: |
+          cd ${{ inputs.DOCKERFILEDIR }}
+          docker build --build-arg GIT_BRANCH=$GIT_BRANCH --build-arg GIT_PAT_TOKEN=${{ secrets.PAT }}  -t $ECR_REGISTRY/${{ inputs.ECR_REPOSITORY }}:$IMAGE_TAG .
+          docker push $ECR_REGISTRY/${{ inputs.ECR_REPOSITORY }}:$IMAGE_TAG
+          echo "::set-output name=image::$ECR_REGISTRY/${{ inputs.ECR_REPOSITORY }}:$IMAGE_TAG"
+
+      - name: Deploy CloudFormation
+        uses: aws-actions/aws-cloudformation-github-deploy@v1
+        with:
+          name: ${{ inputs.APPLICATION_NAME }}-${{ inputs.DEPLOYMENT_ENV }}
+          template: aws/${{ inputs.TEMPLATE }}
+          no-fail-on-empty-changeset: "1"
+          parameter-overrides: >-
+            CertificateArn=${{ inputs.CERERTIFICATE_US_EAST_2_ARN }},
+            ExecutionRoleArn=${{ inputs.ECS_EXECUTION_ROLE_ARN }},
+            ECSClusterName=${{ inputs.ECS_CLUSTER }},
+            ApplicationName=${{ inputs.APPLICATION_NAME }},
+            EnvName=${{ inputs.DEPLOYMENT_ENV }},
+            SecurityGroupIDs=${{ inputs.SECURITY_GROUP_IDS_SSM }},
+            SubnetIDs=${{ inputs.SUBNET_IDS_SSM }},
+            VpcID=${{ inputs.VPC_ID_SSM }},
+            DockerImageUrl=${{ steps.build-image.outputs.image }},
+            EnvironmentFileUrl=arn:aws:s3:::${{ env.ECS_CONTAINER_ENV_FILE_S3_PATH }},
+            SnsToLarkLambda=${{ inputs.SNS_TO_LARK_LAMBDA_ARN }},
+            AppPort=${{ inputs.APP_PORT }},
+            Mode=${{ inputs.MODE }},
+            DockerImageName=${{ inputs.DOCKER_IMAGE_NAME }},
+            HealthCheck=${{ inputs.HEALTH_CHECK }}
diff --git a/.github/workflows/docker-build.yml b/.github/workflows/docker-build.yml
deleted file mode 100644
index cadc1b5507..0000000000
--- a/.github/workflows/docker-build.yml
+++ /dev/null
@@ -1,48 +0,0 @@
-name: Build docker image
-
-on:
-  pull_request:
-    branches:
-      - "main"
-    paths:
-      - api/Dockerfile
-      - web/Dockerfile
-
-concurrency:
-  group: docker-build-${{ github.head_ref || github.run_id }}
-  cancel-in-progress: true
-
-jobs:
-  build-docker:
-    runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        include:
-          - service_name: "api-amd64"
-            platform: linux/amd64
-            context: "api"
-          - service_name: "api-arm64"
-            platform: linux/arm64
-            context: "api"
-          - service_name: "web-amd64"
-            platform: linux/amd64
-            context: "web"
-          - service_name: "web-arm64"
-            platform: linux/arm64
-            context: "web"
-    steps:
-      - name: Set up QEMU
-        uses: docker/setup-qemu-action@v3
-
-      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
-
-      - name: Build Docker Image
-        uses: docker/build-push-action@v6
-        with:
-          push: false
-          context: "{{defaultContext}}:${{ matrix.context }}"
-          file: "${{ matrix.file }}"
-          platforms: ${{ matrix.platform }}
-          cache-from: type=gha
-          cache-to: type=gha,mode=max
diff --git a/.github/workflows/expose_service_ports.sh b/.github/workflows/expose_service_ports.sh
deleted file mode 100755
index 10d95cb736..0000000000
--- a/.github/workflows/expose_service_ports.sh
+++ /dev/null
@@ -1,15 +0,0 @@
-#!/bin/bash
-
-yq eval '.services.weaviate.ports += ["8080:8080"]' -i docker/docker-compose.yaml
-yq eval '.services.qdrant.ports += ["6333:6333"]' -i docker/docker-compose.yaml
-yq eval '.services.chroma.ports += ["8000:8000"]' -i docker/docker-compose.yaml
-yq eval '.services["milvus-standalone"].ports += ["19530:19530"]' -i docker/docker-compose.yaml
-yq eval '.services.pgvector.ports += ["5433:5432"]' -i docker/docker-compose.yaml
-yq eval '.services["pgvecto-rs"].ports += ["5431:5432"]' -i docker/docker-compose.yaml
-yq eval '.services["elasticsearch"].ports += ["9200:9200"]' -i docker/docker-compose.yaml
-yq eval '.services.couchbase-server.ports += ["8091-8096:8091-8096"]' -i docker/docker-compose.yaml
-yq eval '.services.couchbase-server.ports += ["11210:11210"]' -i docker/docker-compose.yaml
-yq eval '.services.tidb.ports += ["4000:4000"]' -i docker/tidb/docker-compose.yaml
-yq eval '.services.opengauss.ports += ["6600:6600"]' -i docker/docker-compose.yaml
-
-echo "Ports exposed for sandbox, weaviate, tidb, qdrant, chroma, milvus, pgvector, pgvecto-rs, elasticsearch, couchbase, opengauss"
diff --git a/.github/workflows/prod-api.yml b/.github/workflows/prod-api.yml
new file mode 100644
index 0000000000..2685b7ea0e
--- /dev/null
+++ b/.github/workflows/prod-api.yml
@@ -0,0 +1,36 @@
+
+name: Api Prod Deployment
+
+on:
+  workflow_dispatch:
+
+jobs:
+  call-deployment-in-local-repo:
+    if: contains('carloschen6688,yvan-65535', github.actor)
+    uses: ./.github/workflows/prod-deploy.yml
+    with:
+      APPLICATION_NAME: dify-api
+      DEPLOYMENT_ENV: prod
+      ECR_REPOSITORY: ai-dify-api
+      ECS_CLUSTER: ai-dify
+      SECURITY_GROUP_IDS_SSM: /prod/security-groups
+      SUBNET_IDS_SSM: /prod/subnet-ids
+      VPC_ID_SSM: /prod/vpc-id
+      SNS_TO_LARK_LAMBDA_ARN: /prod/lambda/sns-to-lark
+      CERERTIFICATE_US_EAST_2_ARN: /prod/certificate
+      ECS_EXECUTION_ROLE_ARN: /prod/ecs-execution-role
+      APP_PORT: 5001
+      MODE: api
+      DOCKER_IMAGE_NAME: dify-api
+      HEALTH_CHECK: /console/api/ping
+      TEMPLATE: cloudformation-ecs-service-template.yml
+      DOCKERFILEDIR: api
+
+
+    secrets:
+      DEPLOYMENT_AWS_ACCESS_KEY_ID: ${{ secrets.DEPLOYMENT_AWS_ACCESS_KEY_ID_PROD }}
+      DEPLOYMENT_AWS_SECRET_ACCESS_KEY: ${{ secrets.DEPLOYMENT_AWS_SECRET_ACCESS_KEY_PROD }}
+      ED25519_CI_KEY: ${{ secrets.ED25519_CI_KEY }}
+      PAT: ${{ secrets.PAT }}
+ 
+
diff --git a/.github/workflows/prod-deploy.yml b/.github/workflows/prod-deploy.yml
new file mode 100644
index 0000000000..38188a0f32
--- /dev/null
+++ b/.github/workflows/prod-deploy.yml
@@ -0,0 +1,134 @@
+name: Reusable deployment job
+
+on:
+  workflow_call:
+    inputs:
+      APPLICATION_NAME:
+        default: 'oneapi'
+        type: string
+      AWS_REGION:
+        default: 'us-east-2'
+        type: string
+      DEPLOYMENT_ENV:
+        required: true
+        type: string
+      ECR_REPOSITORY:
+        required: true
+        type: string
+      ECS_CLUSTER:
+        required: true
+        type: string
+      SECURITY_GROUP_IDS_SSM:
+        required: true
+        type: string
+      SUBNET_IDS_SSM:
+        required: true
+        type: string
+      VPC_ID_SSM:
+        required: true
+        type: string
+      SNS_TO_LARK_LAMBDA_ARN:
+        required: true
+        type: string
+      CERERTIFICATE_US_EAST_2_ARN: 
+        required: true
+        type: string
+      ECS_EXECUTION_ROLE_ARN:
+        required: true
+        type: string
+      DOCKER_IMAGE_NAME:
+        required: true
+        type: string
+      MODE:
+        required: true
+        type: string
+      APP_PORT:
+        required: true
+        type: number
+      HEALTH_CHECK:
+        required: true
+        type: string
+      TEMPLATE:
+        required: true
+        type: string
+      DOCKERFILEDIR:
+        required: true
+        type: string
+      
+    
+    secrets:
+      DEPLOYMENT_AWS_ACCESS_KEY_ID:
+        required: true
+      DEPLOYMENT_AWS_SECRET_ACCESS_KEY:
+        required: true
+      ED25519_CI_KEY: 
+        required: true
+      PAT:
+        required: true
+env:
+  ECS_CONTAINER_ENV_FILE_S3_PATH: ${{ inputs.DEPLOYMENT_ENV }}-dify-ai/.env
+jobs:
+  deploy:
+    name: Deploy to ${{ inputs.DEPLOYMENT_ENV }}
+    runs-on: ubuntu-latest
+    concurrency: deployment-${{ inputs.APPLICATION_NAME }}-${{ inputs.DEPLOYMENT_ENV }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Configure AWS credentials
+        uses: aws-actions/configure-aws-credentials@v1
+        with:
+          aws-access-key-id: ${{ secrets.DEPLOYMENT_AWS_ACCESS_KEY_ID }}
+          aws-secret-access-key: ${{ secrets.DEPLOYMENT_AWS_SECRET_ACCESS_KEY }}
+          aws-region: ${{ inputs.AWS_REGION }}
+
+      
+      - name: Login to Amazon ECR
+        id: login-ecr
+        uses: aws-actions/amazon-ecr-login@v1
+
+      - name: Set SHORT_SHA
+        id: set_short_sha
+        run: echo "SHORT_SHA=$(git rev-parse --short HEAD)" >>$GITHUB_ENV
+      - name: Set IMAGE_TAG
+        id: set_image_tag
+        run: echo "IMAGE_TAG=${{ inputs.APPLICATION_NAME }}-$SHORT_SHA" >> $GITHUB_ENV
+      - name: Set GIT_BRANCH
+        id: set_git_branch
+        run: echo "GIT_BRANCH=${{ github.ref_name }}" >> $GITHUB_ENV
+
+      - name: Build, tag, and push image to Amazon ECR
+        id: build-image
+        env:
+          ECR_REGISTRY: ${{ steps.login-ecr.outputs.registry }}
+        
+        run: |
+          cd ${{ inputs.DOCKERFILEDIR }}
+          docker build --build-arg GIT_BRANCH=$GIT_BRANCH --build-arg GIT_PAT_TOKEN=${{ secrets.PAT }}  -t $ECR_REGISTRY/${{ inputs.ECR_REPOSITORY }}:$IMAGE_TAG .
+          docker push $ECR_REGISTRY/${{ inputs.ECR_REPOSITORY }}:$IMAGE_TAG
+          echo "::set-output name=image::$ECR_REGISTRY/${{ inputs.ECR_REPOSITORY }}:$IMAGE_TAG"
+
+      - name: Deploy CloudFormation
+        uses: aws-actions/aws-cloudformation-github-deploy@v1
+        with:
+          name: ${{ inputs.APPLICATION_NAME }}-${{ inputs.DEPLOYMENT_ENV }}
+          template: aws/${{ inputs.TEMPLATE }}
+          no-fail-on-empty-changeset: "1"
+          parameter-overrides: >-
+            CertificateArn=${{ inputs.CERERTIFICATE_US_EAST_2_ARN }},
+            ExecutionRoleArn=${{ inputs.ECS_EXECUTION_ROLE_ARN }},
+            ECSClusterName=${{ inputs.ECS_CLUSTER }},
+            ApplicationName=${{ inputs.APPLICATION_NAME }},
+            EnvName=${{ inputs.DEPLOYMENT_ENV }},
+            SecurityGroupIDs=${{ inputs.SECURITY_GROUP_IDS_SSM }},
+            SubnetIDs=${{ inputs.SUBNET_IDS_SSM }},
+            VpcID=${{ inputs.VPC_ID_SSM }},
+            DockerImageUrl=${{ steps.build-image.outputs.image }},
+            EnvironmentFileUrl=arn:aws:s3:::${{ env.ECS_CONTAINER_ENV_FILE_S3_PATH }},
+            SnsToLarkLambda=${{ inputs.SNS_TO_LARK_LAMBDA_ARN }},
+            AppPort=${{ inputs.APP_PORT }},
+            Mode=${{ inputs.MODE }},
+            DockerImageName=${{ inputs.DOCKER_IMAGE_NAME }},
+            HealthCheck=${{ inputs.HEALTH_CHECK }}
diff --git a/.github/workflows/prod-web.yml b/.github/workflows/prod-web.yml
new file mode 100644
index 0000000000..7a759b38f0
--- /dev/null
+++ b/.github/workflows/prod-web.yml
@@ -0,0 +1,34 @@
+name: Web Prod Deployment
+
+on:
+  workflow_dispatch:
+
+jobs:
+  call-deployment-in-local-repo:
+    if: contains('carloschen6688,yvan-65535', github.actor)
+    uses: ./.github/workflows/prod-deploy.yml
+    with:
+      APPLICATION_NAME: dify-web
+      DEPLOYMENT_ENV: prod
+      ECR_REPOSITORY: ai-dify-web
+      ECS_CLUSTER: ai-dify
+      SECURITY_GROUP_IDS_SSM: /prod/security-groups
+      SUBNET_IDS_SSM: /prod/subnet-ids
+      VPC_ID_SSM: /prod/vpc-id
+      SNS_TO_LARK_LAMBDA_ARN: /prod/lambda/sns-to-lark
+      CERERTIFICATE_US_EAST_2_ARN: /prod/certificate
+      ECS_EXECUTION_ROLE_ARN: /prod/ecs-execution-role
+      APP_PORT: 3000
+      MODE: web
+      DOCKER_IMAGE_NAME: dify-web
+      HEALTH_CHECK: /apps
+      TEMPLATE: cloudformation-ecs-service-template.yml
+      DOCKERFILEDIR: web
+
+
+    secrets:
+      DEPLOYMENT_AWS_ACCESS_KEY_ID: ${{ secrets.DEPLOYMENT_AWS_ACCESS_KEY_ID_PROD }}
+      DEPLOYMENT_AWS_SECRET_ACCESS_KEY: ${{ secrets.DEPLOYMENT_AWS_SECRET_ACCESS_KEY_PROD }}
+      ED25519_CI_KEY: ${{ secrets.ED25519_CI_KEY }}
+      PAT: ${{ secrets.PAT }}
+ 
diff --git a/.github/workflows/prod-worker.yml b/.github/workflows/prod-worker.yml
new file mode 100644
index 0000000000..6767dd84a7
--- /dev/null
+++ b/.github/workflows/prod-worker.yml
@@ -0,0 +1,34 @@
+name: Worker Prod Deployment
+
+on:
+  workflow_dispatch:
+
+jobs:
+  call-deployment-in-local-repo:
+    if: contains('carloschen6688,yvan-65535', github.actor)
+    uses: ./.github/workflows/prod-deploy.yml
+    with:
+      APPLICATION_NAME: dify-worker
+      DEPLOYMENT_ENV: prod
+      ECR_REPOSITORY: ai-dify-worker
+      ECS_CLUSTER: ai-dify
+      SECURITY_GROUP_IDS_SSM: /prod/security-groups
+      SUBNET_IDS_SSM: /prod/subnet-ids
+      VPC_ID_SSM: /prod/vpc-id
+      SNS_TO_LARK_LAMBDA_ARN: /prod/lambda/sns-to-lark
+      CERERTIFICATE_US_EAST_2_ARN: /prod/certificate
+      ECS_EXECUTION_ROLE_ARN: /prod/ecs-execution-role
+      APP_PORT: 5001
+      MODE: worker
+      DOCKER_IMAGE_NAME: dify-api
+      HEALTH_CHECK: /health
+      TEMPLATE: worker-cloudformation-ecs-service-template.yml
+      DOCKERFILEDIR: api
+
+
+    secrets:
+      DEPLOYMENT_AWS_ACCESS_KEY_ID: ${{ secrets.DEPLOYMENT_AWS_ACCESS_KEY_ID_PROD }}
+      DEPLOYMENT_AWS_SECRET_ACCESS_KEY: ${{ secrets.DEPLOYMENT_AWS_SECRET_ACCESS_KEY_PROD }}
+      ED25519_CI_KEY: ${{ secrets.ED25519_CI_KEY }}
+      PAT: ${{ secrets.PAT }}
+ 
diff --git a/.github/workflows/staging-api.yml b/.github/workflows/staging-api.yml
new file mode 100644
index 0000000000..85310e59b3
--- /dev/null
+++ b/.github/workflows/staging-api.yml
@@ -0,0 +1,36 @@
+name: Api Staging Deployment
+
+on:
+  workflow_dispatch:
+  repository_dispatch:
+    types: [deploy-staging]
+
+jobs:
+  call-deployment-in-local-repo:
+    uses: ./.github/workflows/deploy.yml
+    with:
+      APPLICATION_NAME: dify-api
+      DEPLOYMENT_ENV: staging
+      ECR_REPOSITORY: ai-dify-api
+      ECS_CLUSTER: ai-dify
+      SECURITY_GROUP_IDS_SSM: /staging/security-groups
+      SUBNET_IDS_SSM: /staging/subnet-ids
+      VPC_ID_SSM: /staging/vpc-id
+      SNS_TO_LARK_LAMBDA_ARN: /staging/lambda/sns-to-lark
+      CERERTIFICATE_US_EAST_2_ARN: /staging/certificate
+      ECS_EXECUTION_ROLE_ARN: /staging/ecs-execution-role
+      APP_PORT: 5001
+      MODE: api
+      DOCKER_IMAGE_NAME: dify-api
+      HEALTH_CHECK: /console/api/ping
+      TEMPLATE: cloudformation-ecs-service-template.yml
+      DOCKERFILEDIR: api
+
+
+
+    secrets:
+      DEPLOYMENT_AWS_ACCESS_KEY_ID: ${{ secrets.DEPLOYMENT_AWS_ACCESS_KEY_ID_STAGING }}
+      DEPLOYMENT_AWS_SECRET_ACCESS_KEY: ${{ secrets.DEPLOYMENT_AWS_SECRET_ACCESS_KEY_STAGING }}
+      ED25519_CI_KEY: ${{ secrets.ED25519_CI_KEY }}
+      PAT: ${{ secrets.PAT }}
+ 
diff --git a/.github/workflows/staging-web.yml b/.github/workflows/staging-web.yml
new file mode 100644
index 0000000000..c7152b3421
--- /dev/null
+++ b/.github/workflows/staging-web.yml
@@ -0,0 +1,34 @@
+name: Web Staging Deployment
+
+on:
+  workflow_dispatch:
+
+jobs:
+  call-deployment-in-local-repo:
+    uses: ./.github/workflows/deploy.yml
+    with:
+      APPLICATION_NAME: dify-web
+      DEPLOYMENT_ENV: staging
+      ECR_REPOSITORY: ai-dify-web
+      ECS_CLUSTER: ai-dify
+      SECURITY_GROUP_IDS_SSM: /staging/security-groups
+      SUBNET_IDS_SSM: /staging/subnet-ids
+      VPC_ID_SSM: /staging/vpc-id
+      SNS_TO_LARK_LAMBDA_ARN: /staging/lambda/sns-to-lark
+      CERERTIFICATE_US_EAST_2_ARN: /staging/certificate
+      ECS_EXECUTION_ROLE_ARN: /staging/ecs-execution-role
+      APP_PORT: 3000
+      MODE: web
+      DOCKER_IMAGE_NAME: dify-web
+      HEALTH_CHECK: /apps
+      TEMPLATE: cloudformation-ecs-service-template.yml
+      DOCKERFILEDIR: web
+
+
+
+    secrets:
+      DEPLOYMENT_AWS_ACCESS_KEY_ID: ${{ secrets.DEPLOYMENT_AWS_ACCESS_KEY_ID_STAGING }}
+      DEPLOYMENT_AWS_SECRET_ACCESS_KEY: ${{ secrets.DEPLOYMENT_AWS_SECRET_ACCESS_KEY_STAGING }}
+      ED25519_CI_KEY: ${{ secrets.ED25519_CI_KEY }}
+      PAT: ${{ secrets.PAT }}
+ 
diff --git a/.github/workflows/staging-worker.yml b/.github/workflows/staging-worker.yml
new file mode 100644
index 0000000000..565077c254
--- /dev/null
+++ b/.github/workflows/staging-worker.yml
@@ -0,0 +1,33 @@
+name: Worker Staging Deployment
+
+on:
+  workflow_dispatch:
+
+jobs:
+  call-deployment-in-local-repo:
+    uses: ./.github/workflows/deploy.yml
+    with:
+      APPLICATION_NAME: dify-worker
+      DEPLOYMENT_ENV: staging
+      ECR_REPOSITORY: ai-dify-worker
+      ECS_CLUSTER: ai-dify
+      SECURITY_GROUP_IDS_SSM: /staging/security-groups
+      SUBNET_IDS_SSM: /staging/subnet-ids
+      VPC_ID_SSM: /staging/vpc-id
+      SNS_TO_LARK_LAMBDA_ARN: /staging/lambda/sns-to-lark
+      CERERTIFICATE_US_EAST_2_ARN: /staging/certificate
+      ECS_EXECUTION_ROLE_ARN: /staging/ecs-execution-role
+      APP_PORT: 5001
+      MODE: worker
+      DOCKER_IMAGE_NAME: dify-api
+      HEALTH_CHECK: /health
+      TEMPLATE: worker-cloudformation-ecs-service-template.yml
+      DOCKERFILEDIR: api
+
+
+    secrets:
+      DEPLOYMENT_AWS_ACCESS_KEY_ID: ${{ secrets.DEPLOYMENT_AWS_ACCESS_KEY_ID_STAGING }}
+      DEPLOYMENT_AWS_SECRET_ACCESS_KEY: ${{ secrets.DEPLOYMENT_AWS_SECRET_ACCESS_KEY_STAGING }}
+      ED25519_CI_KEY: ${{ secrets.ED25519_CI_KEY }}
+      PAT: ${{ secrets.PAT }}
+ 
diff --git a/.github/workflows/stale.yml b/.github/workflows/stale.yml
deleted file mode 100644
index 1870b1f670..0000000000
--- a/.github/workflows/stale.yml
+++ /dev/null
@@ -1,30 +0,0 @@
-# This workflow warns and then closes issues and PRs that have had no activity for a specified amount of time.
-#
-# You can adjust the behavior by modifying this file.
-# For more information, see:
-# https://github.com/actions/stale
-name: Mark stale issues and pull requests
-
-on:
-  schedule:
-    - cron: '0 3 * * *'
-
-jobs:
-  stale:
-
-    runs-on: ubuntu-latest
-    permissions:
-      issues: write
-      pull-requests: write
-
-    steps:
-      - uses: actions/stale@v5
-        with:
-          days-before-issue-stale: 15
-          days-before-issue-close: 3
-          repo-token: ${{ secrets.GITHUB_TOKEN }}
-          stale-issue-message: "Close due to it's no longer active, if you have any questions, you can reopen it."
-          stale-pr-message: "Close due to it's no longer active, if you have any questions, you can reopen it."
-          stale-issue-label: 'no-issue-activity'
-          stale-pr-label: 'no-pr-activity'
-          any-of-labels: 'duplicate,question,invalid,wontfix,no-issue-activity,no-pr-activity,enhancement,cant-reproduce,help-wanted'
diff --git a/.github/workflows/style.yml b/.github/workflows/style.yml
deleted file mode 100644
index b06ab9653e..0000000000
--- a/.github/workflows/style.yml
+++ /dev/null
@@ -1,183 +0,0 @@
-name: Style check
-
-on:
-  pull_request:
-    branches:
-      - main
-
-concurrency:
-  group: style-${{ github.head_ref || github.run_id }}
-  cancel-in-progress: true
-
-permissions:
-  checks: write
-  statuses: write
-  contents: read
-
-
-jobs:
-  python-style:
-    name: Python Style
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
-        with:
-          persist-credentials: false
-
-      - name: Check changed files
-        id: changed-files
-        uses: tj-actions/changed-files@v45
-        with:
-          files: |
-            api/**
-            .github/workflows/style.yml
-
-      - name: Setup UV and Python
-        if: steps.changed-files.outputs.any_changed == 'true'
-        uses: ./.github/actions/setup-uv
-        with:
-          uv-lockfile: api/uv.lock
-          enable-cache: false
-
-      - name: Install dependencies
-        if: steps.changed-files.outputs.any_changed == 'true'
-        run: uv sync --project api --dev
-
-      - name: Ruff check
-        if: steps.changed-files.outputs.any_changed == 'true'
-        run: |
-          uv run --directory api ruff --version
-          uv run --directory api ruff check --diff ./
-          uv run --directory api ruff format --check --diff ./
-
-      - name: Dotenv check
-        if: steps.changed-files.outputs.any_changed == 'true'
-        run: uv run --project api dotenv-linter ./api/.env.example ./web/.env.example
-
-      - name: Lint hints
-        if: failure()
-        run: echo "Please run 'dev/reformat' to fix the fixable linting errors."
-
-  web-style:
-    name: Web Style
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: ./web
-
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
-        with:
-          persist-credentials: false
-
-      - name: Check changed files
-        id: changed-files
-        uses: tj-actions/changed-files@v45
-        with:
-          files: web/**
-
-      - name: Install pnpm
-        uses: pnpm/action-setup@v4
-        with:
-          version: 10
-          run_install: false
-
-      - name: Setup NodeJS
-        uses: actions/setup-node@v4
-        if: steps.changed-files.outputs.any_changed == 'true'
-        with:
-          node-version: 22
-          cache: pnpm
-          cache-dependency-path: ./web/package.json
-
-      - name: Web dependencies
-        if: steps.changed-files.outputs.any_changed == 'true'
-        run: pnpm install --frozen-lockfile
-
-      - name: Web style check
-        if: steps.changed-files.outputs.any_changed == 'true'
-        run: pnpm run lint
-
-  docker-compose-template:
-    name: Docker Compose Template
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
-        with:
-          persist-credentials: false
-
-      - name: Check changed files
-        id: changed-files
-        uses: tj-actions/changed-files@v45
-        with:
-          files: |
-            docker/generate_docker_compose
-            docker/.env.example
-            docker/docker-compose-template.yaml
-            docker/docker-compose.yaml
-
-      - name: Generate Docker Compose
-        if: steps.changed-files.outputs.any_changed == 'true'
-        run: |
-          cd docker
-          ./generate_docker_compose
-
-      - name: Check for changes
-        if: steps.changed-files.outputs.any_changed == 'true'
-        run: git diff --exit-code
-
-  superlinter:
-    name: SuperLinter
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-          persist-credentials: false
-
-      - name: Check changed files
-        id: changed-files
-        uses: tj-actions/changed-files@v45
-        with:
-          files: |
-            **.sh
-            **.yaml
-            **.yml
-            **Dockerfile
-            dev/**
-
-      - name: Super-linter
-        uses: super-linter/super-linter/slim@v7
-        if: steps.changed-files.outputs.any_changed == 'true'
-        env:
-          BASH_SEVERITY: warning
-          DEFAULT_BRANCH: main
-          FILTER_REGEX_INCLUDE: pnpm-lock.yaml
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          IGNORE_GENERATED_FILES: true
-          IGNORE_GITIGNORED_FILES: true
-          VALIDATE_BASH: true
-          VALIDATE_BASH_EXEC: true
-          # FIXME: temporarily disabled until api-docker.yaml's run script is fixed for shellcheck
-          # VALIDATE_GITHUB_ACTIONS: true
-          VALIDATE_DOCKERFILE_HADOLINT: true
-          VALIDATE_XML: true
-          VALIDATE_YAML: true
-
-      - name: EditorConfig checks
-        uses: super-linter/super-linter/slim@v7
-        env:
-          DEFAULT_BRANCH: main
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          IGNORE_GENERATED_FILES: true
-          IGNORE_GITIGNORED_FILES: true
-          # EditorConfig validation
-          VALIDATE_EDITORCONFIG: true
-          EDITORCONFIG_FILE_NAME: editorconfig-checker.json
diff --git a/.github/workflows/tool-test-sdks.yaml b/.github/workflows/tool-test-sdks.yaml
deleted file mode 100644
index b1ccd7417a..0000000000
--- a/.github/workflows/tool-test-sdks.yaml
+++ /dev/null
@@ -1,43 +0,0 @@
-name: Run Unit Test For SDKs
-
-on:
-  pull_request:
-    branches:
-      - main
-    paths:
-      - sdks/**
-
-concurrency:
-  group: sdk-tests-${{ github.head_ref || github.run_id }}
-  cancel-in-progress: true
-
-jobs:
-  build:
-    name: unit test for Node.js SDK
-    runs-on: ubuntu-latest
-
-    strategy:
-      matrix:
-        node-version: [16, 18, 20, 22]
-
-    defaults:
-      run:
-        working-directory: sdks/nodejs-client
-
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          persist-credentials: false
-
-      - name: Use Node.js ${{ matrix.node-version }}
-        uses: actions/setup-node@v4
-        with:
-          node-version: ${{ matrix.node-version }}
-          cache: ''
-          cache-dependency-path: 'pnpm-lock.yaml'
-
-      - name: Install Dependencies
-        run: pnpm install --frozen-lockfile
-
-      - name: Test
-        run: pnpm test
diff --git a/.github/workflows/translate-i18n-base-on-english.yml b/.github/workflows/translate-i18n-base-on-english.yml
deleted file mode 100644
index c79d58563f..0000000000
--- a/.github/workflows/translate-i18n-base-on-english.yml
+++ /dev/null
@@ -1,63 +0,0 @@
-name: Check i18n Files and Create PR
-
-on:
-  pull_request:
-    types: [closed]
-    branches: [main]
-
-jobs:
-  check-and-update:
-    if: github.event.pull_request.merged == true
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: web
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          fetch-depth: 2 # last 2 commits
-          persist-credentials: false
-
-      - name: Check for file changes in i18n/en-US
-        id: check_files
-        run: |
-          recent_commit_sha=$(git rev-parse HEAD)
-          second_recent_commit_sha=$(git rev-parse HEAD~1)
-          changed_files=$(git diff --name-only $recent_commit_sha $second_recent_commit_sha -- 'i18n/en-US/*.ts')
-          echo "Changed files: $changed_files"
-          if [ -n "$changed_files" ]; then
-            echo "FILES_CHANGED=true" >> $GITHUB_ENV
-          else
-            echo "FILES_CHANGED=false" >> $GITHUB_ENV
-          fi
-
-      - name: Install pnpm
-        uses: pnpm/action-setup@v4
-        with:
-          version: 10
-          run_install: false
-
-      - name: Set up Node.js
-        if: env.FILES_CHANGED == 'true'
-        uses: actions/setup-node@v4
-        with:
-          node-version: 'lts/*'
-          cache: pnpm
-          cache-dependency-path: ./web/package.json
-
-      - name: Install dependencies
-        if: env.FILES_CHANGED == 'true'
-        run: pnpm install --frozen-lockfile
-
-      - name: Run npm script
-        if: env.FILES_CHANGED == 'true'
-        run: pnpm run auto-gen-i18n
-
-      - name: Create Pull Request
-        if: env.FILES_CHANGED == 'true'
-        uses: peter-evans/create-pull-request@v6
-        with:
-          commit-message: Update i18n files based on en-US changes
-          title: 'chore: translate i18n files'
-          body: This PR was automatically created to update i18n files based on changes in en-US locale.
-          branch: chore/automated-i18n-updates
diff --git a/.github/workflows/vdb-tests.yml b/.github/workflows/vdb-tests.yml
deleted file mode 100644
index c784817e72..0000000000
--- a/.github/workflows/vdb-tests.yml
+++ /dev/null
@@ -1,83 +0,0 @@
-name: Run VDB Tests
-
-on:
-  pull_request:
-    branches:
-      - main
-    paths:
-      - api/core/rag/datasource/**
-      - docker/**
-      - .github/workflows/vdb-tests.yml
-      - api/uv.lock
-      - api/pyproject.toml
-
-concurrency:
-  group: vdb-tests-${{ github.head_ref || github.run_id }}
-  cancel-in-progress: true
-
-jobs:
-  test:
-    name: VDB Tests
-    runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        python-version:
-          - "3.11"
-          - "3.12"
-
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
-        with:
-          persist-credentials: false
-
-      - name: Setup UV and Python
-        uses: ./.github/actions/setup-uv
-        with:
-          python-version: ${{ matrix.python-version }}
-          uv-lockfile: api/uv.lock
-
-      - name: Check UV lockfile
-        run: uv lock --project api --check
-
-      - name: Install dependencies
-        run: uv sync --project api --dev
-
-      - name: Set up dotenvs
-        run: |
-          cp docker/.env.example docker/.env
-          cp docker/middleware.env.example docker/middleware.env
-
-      - name: Expose Service Ports
-        run: sh .github/workflows/expose_service_ports.sh
-
-      - name: Set up Vector Store (TiDB)
-        uses: hoverkraft-tech/compose-action@v2.0.2
-        with:
-          compose-file: docker/tidb/docker-compose.yaml
-          services: |
-            tidb
-            tiflash
-
-      - name: Set up Vector Stores (Weaviate, Qdrant, PGVector, Milvus, PgVecto-RS, Chroma, MyScale, ElasticSearch, Couchbase)
-        uses: hoverkraft-tech/compose-action@v2.0.2
-        with:
-          compose-file: |
-            docker/docker-compose.yaml
-          services: |
-            weaviate
-            qdrant
-            couchbase-server
-            etcd
-            minio
-            milvus-standalone
-            pgvecto-rs
-            pgvector
-            chroma
-            elasticsearch
-
-      - name: Check TiDB Ready
-        run: uv run --project api python api/tests/integration_tests/vdb/tidb_vector/check_tiflash_ready.py
-
-      - name: Test Vector Stores
-        run: uv run --project api bash dev/pytest/pytest_vdb.sh
diff --git a/.github/workflows/web-tests.yml b/.github/workflows/web-tests.yml
deleted file mode 100644
index 37cfdc5c1e..0000000000
--- a/.github/workflows/web-tests.yml
+++ /dev/null
@@ -1,55 +0,0 @@
-name: Web Tests
-
-on:
-  pull_request:
-    branches:
-      - main
-    paths:
-      - web/**
-
-concurrency:
-  group: web-tests-${{ github.head_ref || github.run_id }}
-  cancel-in-progress: true
-
-jobs:
-  test:
-    name: Web Tests
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: ./web
-
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
-        with:
-          persist-credentials: false
-
-      - name: Check changed files
-        id: changed-files
-        uses: tj-actions/changed-files@v45
-        with:
-          files: web/**
-
-      - name: Install pnpm
-        if: steps.changed-files.outputs.any_changed == 'true'
-        uses: pnpm/action-setup@v4
-        with:
-          version: 10
-          run_install: false
-
-      - name: Setup Node.js
-        uses: actions/setup-node@v4
-        if: steps.changed-files.outputs.any_changed == 'true'
-        with:
-          node-version: 22
-          cache: pnpm
-          cache-dependency-path: ./web/package.json
-
-      - name: Install dependencies
-        if: steps.changed-files.outputs.any_changed == 'true'
-        run: pnpm install --frozen-lockfile
-
-      - name: Run tests
-        if: steps.changed-files.outputs.any_changed == 'true'
-        run: pnpm test
diff --git a/aws/cloudformation-ecs-service-template.yml b/aws/cloudformation-ecs-service-template.yml
new file mode 100644
index 0000000000..c65274a78a
--- /dev/null
+++ b/aws/cloudformation-ecs-service-template.yml
@@ -0,0 +1,347 @@
+AWSTemplateFormatVersion: 2010-09-09
+Description: The template used to create an ECS Service.
+Parameters:
+  CertificateArn:
+    Type: AWS::SSM::Parameter::Value<AWS::CertificateManager::Certificate::ARN>
+  ExecutionRoleArn:
+    Type: AWS::SSM::Parameter::Value<AWS::IAM::Role::ARN>
+  ECSClusterName:
+    Type: String
+  ApplicationName:
+    Type: String
+  EnvName:
+    Type: String
+  SecurityGroupIDs:
+    Type: AWS::SSM::Parameter::Value<List<AWS::EC2::SecurityGroup::Id>>
+  SubnetIDs:
+    Type: AWS::SSM::Parameter::Value<List<AWS::EC2::Subnet::Id>>
+  VpcID:
+    Type: AWS::SSM::Parameter::Value<AWS::EC2::VPC::Id>
+  DockerImageUrl:
+    Type: String
+  EnvironmentFileUrl:
+    Type: String
+    Description: The s3 url that contains the list of ecs container environment variables
+  TaskDesiredCount:
+    Type: Number
+    Default: 1
+  TaskCpuSetting:
+    Type: Number
+    Default: 2048
+  TaskMemorySetting:
+    Type: Number
+    Default: 4096
+  AppPort:
+    Type: Number
+    Default: 3000
+  SnsToLarkLambda:
+    Type: AWS::SSM::Parameter::Value<AWS::Lambda::ARN>
+  RedisPass:
+    Type: AWS::SSM::Parameter::Value<String>
+    Default: /ai-dify/REDIS_PASSWORD
+  PgPass:
+    Type: AWS::SSM::Parameter::Value<String>
+    Default: /ai-dify/PG_PASS
+  OpenserchPass:
+    Type: AWS::SSM::Parameter::Value<String>
+    Default: /ai-dify/ES_PASS
+  S3SecretsKey:
+    Type: AWS::SSM::Parameter::Value<String>
+    Default: /ai-dify/S3_KEY
+  Mode:
+    Type: String
+  HealthCheck:
+    Type: String
+  DockerImageName:
+    Type: String
+  EnvironmentFileUrl:
+    Type: String
+  CeleryBrokerUrl:
+    Type: AWS::SSM::Parameter::Value<String>
+    Default: /ai-dify/REDIS_URL
+  CeleryWorkerAmount:
+    Type: Number
+    Default: 5
+  SqlalchemyPoolSize:
+    Type: Number
+    Default: 50
+  ServerWorkerConnections:
+    Type: Number
+    Default: 1000
+  SqlalchemyPoolRecycle:
+    Type: Number
+    Default: 1200
+  ServerWorkerAmount:
+    Type: Number
+    Default: 1
+  Lang:
+    Type: String
+    Default: US.UTF-8
+  LcAll:
+    Type: String
+    Default: US.UTF-8
+Resources:
+  ECSService:
+    Type: 'AWS::ECS::Service'
+    Properties:
+      Cluster: !Ref ECSClusterName
+      CapacityProviderStrategy:
+        - CapacityProvider: FARGATE
+          Base: 0
+          Weight: 1
+      TaskDefinition: !Ref TaskDefinition
+      ServiceName: !Sub ${ApplicationName}-${EnvName}
+      DesiredCount: !Ref TaskDesiredCount
+      EnableExecuteCommand: true
+      LoadBalancers:
+        - ContainerName: !Sub ${ApplicationName}-${EnvName}
+          ContainerPort: !Ref AppPort
+          TargetGroupArn: !Ref TargetGroup
+      HealthCheckGracePeriodSeconds: '60'
+      NetworkConfiguration:
+        AwsvpcConfiguration:
+          AssignPublicIp: ENABLED
+          SecurityGroups: !Ref SecurityGroupIDs
+          Subnets: !Ref SubnetIDs
+      DeploymentConfiguration:
+        MaximumPercent: 200 
+        MinimumHealthyPercent: 100
+      DeploymentController:
+        Type: ECS
+    DependsOn: Listener
+  LoadBalancer:
+    Type: 'AWS::ElasticLoadBalancingV2::LoadBalancer'
+    Properties:
+      Name: !Sub ${ApplicationName}-${EnvName}-alb
+      SecurityGroups: !Ref SecurityGroupIDs
+      Subnets: !Ref SubnetIDs
+      Type: application
+      Scheme: internal
+  TargetGroup:
+    Type: 'AWS::ElasticLoadBalancingV2::TargetGroup'
+    Properties:
+      VpcId: !Ref VpcID
+      Protocol: HTTP
+      Port: '443'
+      HealthCheckPath: !Ref HealthCheck
+      TargetType: ip
+  Listener:
+    Type: 'AWS::ElasticLoadBalancingV2::Listener'
+    Properties:
+      DefaultActions:
+        - TargetGroupArn: !Ref TargetGroup
+          Type: forward
+      LoadBalancerArn: !Ref LoadBalancer
+      Port: '80'
+      Protocol: HTTP
+  TaskDefinition:
+    Type: AWS::ECS::TaskDefinition
+    Properties:
+      Family: !Sub ${ApplicationName}-${EnvName}
+      Cpu: !Ref TaskCpuSetting
+      Memory: !Ref TaskMemorySetting
+      NetworkMode: awsvpc
+      RequiresCompatibilities:
+        - FARGATE
+      ExecutionRoleArn: !Ref ExecutionRoleArn
+      TaskRoleArn: !Ref ExecutionRoleArn
+      ContainerDefinitions:
+        - Name: !Sub ${ApplicationName}-${EnvName}
+          Image: !Ref DockerImageUrl
+          Environment:
+            - Name: REDIS_PASSWORD
+              Value: !Ref RedisPass
+            - Name: DB_PASSWORD
+              Value: !Ref PgPass
+            - Name: OPENSEARCH_PASSWORD
+              Value: !Ref OpenserchPass
+            - Name: S3_SECRET_KEY
+              Value: !Ref S3SecretsKey
+            - Name: MODE
+              Value: !Ref Mode
+            - Name: CELERY_BROKER_URL
+              Value: !Ref CeleryBrokerUrl
+            - Name: CELERY_WORKER_AMOUNT
+              Value: !Ref CeleryWorkerAmount
+            - Name: SQLALCHEMY_POOL_SIZE
+              Value: !Ref SqlalchemyPoolSize
+            - Name: SERVER_WORKER_AMOUNT
+              Value: !Ref ServerWorkerAmount
+            - Name: SQLALCHEMY_POOL_RECYCLE
+              Value: !Ref SqlalchemyPoolRecycle
+            - Name: SERVER_WORKER_CONNECTIONS
+              Value: !Ref ServerWorkerConnections
+            - Name: LANG
+              Value: !Ref Lang
+            - Name: LC_ALL
+              Value: !Ref LcAll
+
+          EnvironmentFiles:
+            - Type: s3
+              Value: !Ref EnvironmentFileUrl
+          PortMappings:
+            - ContainerPort: !Ref AppPort
+              HostPort: !Ref AppPort
+          LogConfiguration:
+            LogDriver: "awslogs"
+            Options:
+              awslogs-create-group: true
+              awslogs-group: !Sub ${ApplicationName}-${EnvName}
+              awslogs-region: !Ref "AWS::Region"
+              awslogs-stream-prefix: ecs
+
+  TooManyHttpCodeElb5XXCountAlarm:
+    Type: AWS::CloudWatch::Alarm
+    Properties:
+      AlarmName: !Sub "TooMany_HTTPCode_ELB_5XX_Count_Alarm-${EnvName}-${ApplicationName}"
+      AlarmDescription: !Sub "TooMany_HTTPCode_ELB_5XX_Count_Alarm of ${ApplicationName} in environment ${EnvName}"
+      Namespace: AWS/ApplicationELB
+      MetricName: HTTPCode_ELB_5XX_Count
+      Dimensions:
+        - Name: LoadBalancer
+          Value: !GetAtt LoadBalancer.LoadBalancerFullName
+      Statistic: Sum
+      Period: 600
+      EvaluationPeriods: 1
+      Threshold: 1
+      ComparisonOperator: GreaterThanOrEqualToThreshold
+      TreatMissingData: notBreaching
+      AlarmActions:
+        - !Ref LarkTopic
+      OKActions:
+        - !Ref LarkTopic
+
+  TargetResponseTimeTooSlowAlarm:
+    Type: AWS::CloudWatch::Alarm
+    Properties:
+      AlarmName: !Sub "TargetResponseTime-too-slow-${EnvName}-${ApplicationName}"
+      AlarmDescription: !Sub "TargetResponseTime is too slow for ${ApplicationName} in environment ${EnvName}"
+      Namespace: AWS/ApplicationELB
+      MetricName: TargetResponseTime
+      Dimensions:
+        - Name: LoadBalancer
+          Value: !GetAtt LoadBalancer.LoadBalancerFullName
+      Statistic: Maximum
+      Period: 600
+      EvaluationPeriods: 2
+      Threshold: 20
+      ComparisonOperator: GreaterThanOrEqualToThreshold
+      TreatMissingData: notBreaching
+      AlarmActions:
+        - !Ref LarkTopic
+      OKActions:
+        - !Ref LarkTopic
+
+  HealthyHostCountTooLowAlarm:
+    Type: AWS::CloudWatch::Alarm
+    Properties:
+      AlarmName: !Sub "HealthyHostCountTooLow-alarm-${EnvName}-${ApplicationName}"
+      AlarmDescription: !Sub "The HealthyHostCount is too low for ${ApplicationName} in environment ${EnvName}"
+      Namespace: AWS/ApplicationELB
+      MetricName: HealthyHostCount
+      Dimensions:
+        - Name: LoadBalancer
+          Value: !GetAtt LoadBalancer.LoadBalancerFullName
+        - Name: TargetGroup
+          Value: !GetAtt TargetGroup.TargetGroupFullName
+      Statistic: Minimum
+      Period: 180
+      EvaluationPeriods: 1
+      Threshold: !Ref TaskDesiredCount
+      ComparisonOperator: LessThanThreshold
+      TreatMissingData: breaching
+      AlarmActions:
+        - !Ref LarkTopic
+      OKActions:
+        - !Ref LarkTopic
+
+  LarkTopic:
+    Type: AWS::SNS::Topic
+    Properties:
+      TopicName: !Sub ${ApplicationName}-${EnvName}
+      Subscription:
+        - Endpoint: !Ref SnsToLarkLambda
+          Protocol: "LAMBDA"
+ 
+
+# ASG setting begin
+  AutoScalingRole:
+    Type: AWS::IAM::Role
+    Properties:
+      AssumeRolePolicyDocument:
+        Version: '2012-10-17'
+        Statement:
+          - Effect: Allow
+            Principal:
+              Service:
+                - ecs-tasks.amazonaws.com
+            Action:
+              - 'sts:AssumeRole'
+      Path: '/'
+      Policies:
+        - PolicyName: allow-ecs-cw-scaling
+          PolicyDocument:
+            Version: '2012-10-17'
+            Statement:
+              - Effect: Allow
+                Action:
+                  - ecs:DescribeServices
+                  - ecs:UpdateService
+                  - cloudwatch:DeleteAlarms
+                  - cloudwatch:DescribeAlarms
+                  - cloudwatch:PutMetricAlarm
+                Resource: '*'
+  AutoScalingTarget:
+    Type: AWS::ApplicationAutoScaling::ScalableTarget
+    Properties:
+      MinCapacity: !Ref TaskDesiredCount
+      MaxCapacity: 50
+      ResourceId: !Join ["/", [service, !Ref ECSClusterName, !GetAtt ECSService.Name]]
+      ScalableDimension: ecs:service:DesiredCount
+      ServiceNamespace: ecs
+      RoleARN: !GetAtt AutoScalingRole.Arn
+  AutoScalingPolicyForCPU:
+    Type: AWS::ApplicationAutoScaling::ScalingPolicy
+    Properties:
+      PolicyName: ecs-cpu-utilization-ScalingPolicy
+      PolicyType: TargetTrackingScaling
+      ScalingTargetId: !Ref AutoScalingTarget
+      TargetTrackingScalingPolicyConfiguration:
+        PredefinedMetricSpecification:
+          PredefinedMetricType: ECSServiceAverageCPUUtilization
+        ScaleInCooldown: 300
+        ScaleOutCooldown: 120
+        TargetValue: 70.0
+  AutoScalingPolicyForMemory:
+    Type: AWS::ApplicationAutoScaling::ScalingPolicy
+    Properties:
+      PolicyName: ecs-memory-utilization-ScalingPolicy
+      PolicyType: TargetTrackingScaling
+      ScalingTargetId: !Ref AutoScalingTarget
+      TargetTrackingScalingPolicyConfiguration:
+        PredefinedMetricSpecification:
+          PredefinedMetricType: ECSServiceAverageMemoryUtilization
+        ScaleInCooldown: 300
+        ScaleOutCooldown: 120
+        TargetValue: 75.0
+# ASG setting end
+
+Outputs:
+  ClusterName:
+    Description: The cluster used to create the service.
+    Value: !Ref ECSClusterName
+  ECSService:
+    Description: The created service.
+    Value: !Ref ECSService
+  LoadBalancer:
+    Description: The created load balancer.
+    Value: !Ref LoadBalancer
+  Listener:
+    Description: The created listener.
+    Value: !Ref Listener
+  TargetGroup:
+    Description: The created target group.
+    Value: !Ref TargetGroup
+  LarkTopic:
+    Description: The created Lark Topic.
+    Value: !Ref LarkTopic
diff --git a/aws/worker-cloudformation-ecs-service-template.yml b/aws/worker-cloudformation-ecs-service-template.yml
new file mode 100644
index 0000000000..fa4052163b
--- /dev/null
+++ b/aws/worker-cloudformation-ecs-service-template.yml
@@ -0,0 +1,204 @@
+AWSTemplateFormatVersion: 2010-09-09
+Description: The template used to create an ECS Service without Load Balancer.
+Parameters:
+  CertificateArn:
+    Type: AWS::SSM::Parameter::Value<AWS::CertificateManager::Certificate::ARN>
+  ExecutionRoleArn:
+    Type: AWS::SSM::Parameter::Value<AWS::IAM::Role::ARN>
+  ECSClusterName:
+    Type: String
+  ApplicationName:
+    Type: String
+  EnvName:
+    Type: String
+  SecurityGroupIDs:
+    Type: AWS::SSM::Parameter::Value<List<AWS::EC2::SecurityGroup::Id>>
+  SubnetIDs:
+    Type: AWS::SSM::Parameter::Value<List<AWS::EC2::Subnet::Id>>
+  VpcID:
+    Type: AWS::SSM::Parameter::Value<AWS::EC2::VPC::Id>
+  DockerImageUrl:
+    Type: String
+  EnvironmentFileUrl:
+    Type: String
+    Description: The s3 url that contains the list of ecs container environment variables
+  TaskDesiredCount:
+    Type: Number
+    Default: 1
+  TaskCpuSetting:
+    Type: Number
+    Default: 1024
+  TaskMemorySetting:
+    Type: Number
+    Default: 4096
+  AppPort:
+    Type: Number
+    Default: 3000
+  SnsToLarkLambda:
+    Type: AWS::SSM::Parameter::Value<AWS::Lambda::ARN>
+  RedisPass:
+    Type: AWS::SSM::Parameter::Value<String>
+    Default: /ai-dify/REDIS_PASSWORD
+  PgPass:
+    Type: AWS::SSM::Parameter::Value<String>
+    Default: /ai-dify/PG_PASS
+  OpenserchPass:
+    Type: AWS::SSM::Parameter::Value<String>
+    Default: /ai-dify/ES_PASS
+  S3SecretsKey:
+    Type: AWS::SSM::Parameter::Value<String>
+    Default: /ai-dify/S3_KEY
+  Mode:
+    Type: String
+  HealthCheck:
+    Type: String
+  DockerImageName:
+    Type: String
+  CeleryBrokerUrl:
+    Type: AWS::SSM::Parameter::Value<String>
+    Default: /ai-dify/REDIS_URL
+Resources:
+  ECSService:
+    Type: 'AWS::ECS::Service'
+    Properties:
+      Cluster: !Ref ECSClusterName
+      CapacityProviderStrategy:
+        - CapacityProvider: FARGATE
+          Base: 0
+          Weight: 1
+      TaskDefinition: !Ref TaskDefinition
+      ServiceName: !Sub ${ApplicationName}-${EnvName}
+      DesiredCount: !Ref TaskDesiredCount
+      EnableExecuteCommand: true
+      NetworkConfiguration:
+        AwsvpcConfiguration:
+          AssignPublicIp: ENABLED
+          SecurityGroups: !Ref SecurityGroupIDs
+          Subnets: !Ref SubnetIDs
+      DeploymentConfiguration:
+        MaximumPercent: 200 
+        MinimumHealthyPercent: 100
+      DeploymentController:
+        Type: ECS
+
+  TaskDefinition:
+    Type: AWS::ECS::TaskDefinition
+    Properties:
+      Family: !Sub ${ApplicationName}-${EnvName}
+      Cpu: !Ref TaskCpuSetting
+      Memory: !Ref TaskMemorySetting
+      NetworkMode: awsvpc
+      RequiresCompatibilities:
+        - FARGATE
+      ExecutionRoleArn: !Ref ExecutionRoleArn
+      TaskRoleArn: !Ref ExecutionRoleArn
+      ContainerDefinitions:
+        - Name: !Sub ${ApplicationName}-${EnvName}
+          Image: !Ref DockerImageUrl
+          Environment:
+            - Name: REDIS_PASSWORD
+              Value: !Ref RedisPass
+            - Name: DB_PASSWORD
+              Value: !Ref PgPass
+            - Name: OPENSEARCH_PASSWORD
+              Value: !Ref OpenserchPass
+            - Name: S3_SECRET_KEY
+              Value: !Ref S3SecretsKey
+            - Name: MODE
+              Value: !Ref Mode
+            - Name: CELERY_BROKER_URL
+              Value: !Ref CeleryBrokerUrl
+          EnvironmentFiles:
+            - Type: s3
+              Value: !Ref EnvironmentFileUrl
+          PortMappings:
+            - ContainerPort: !Ref AppPort
+              HostPort: !Ref AppPort
+          LogConfiguration:
+            LogDriver: "awslogs"
+            Options:
+              awslogs-create-group: true
+              awslogs-group: !Sub ${ApplicationName}-${EnvName}
+              awslogs-region: !Ref "AWS::Region"
+              awslogs-stream-prefix: ecs
+
+  LarkTopic:
+    Type: AWS::SNS::Topic
+    Properties:
+      TopicName: !Sub ${ApplicationName}-${EnvName}
+      Subscription:
+        - Endpoint: !Ref SnsToLarkLambda
+          Protocol: "LAMBDA"
+
+# ASG setting begin
+  AutoScalingRole:
+    Type: AWS::IAM::Role
+    Properties:
+      AssumeRolePolicyDocument:
+        Version: '2012-10-17'
+        Statement:
+          - Effect: Allow
+            Principal:
+              Service:
+                - ecs-tasks.amazonaws.com
+            Action:
+              - 'sts:AssumeRole'
+      Path: '/'
+      Policies:
+        - PolicyName: allow-ecs-cw-scaling
+          PolicyDocument:
+            Version: '2012-10-17'
+            Statement:
+              - Effect: Allow
+                Action:
+                  - ecs:DescribeServices
+                  - ecs:UpdateService
+                  - cloudwatch:DeleteAlarms
+                  - cloudwatch:DescribeAlarms
+                  - cloudwatch:PutMetricAlarm
+                Resource: '*'
+  AutoScalingTarget:
+    Type: AWS::ApplicationAutoScaling::ScalableTarget
+    Properties:
+      MinCapacity: !Ref TaskDesiredCount
+      MaxCapacity: 10
+      ResourceId: !Join ["/", [service, !Ref ECSClusterName, !GetAtt ECSService.Name]]
+      ScalableDimension: ecs:service:DesiredCount
+      ServiceNamespace: ecs
+      RoleARN: !GetAtt AutoScalingRole.Arn
+  AutoScalingPolicyForCPU:
+    Type: AWS::ApplicationAutoScaling::ScalingPolicy
+    Properties:
+      PolicyName: ecs-cpu-utilization-ScalingPolicy
+      PolicyType: TargetTrackingScaling
+      ScalingTargetId: !Ref AutoScalingTarget
+      TargetTrackingScalingPolicyConfiguration:
+        PredefinedMetricSpecification:
+          PredefinedMetricType: ECSServiceAverageCPUUtilization
+        ScaleInCooldown: 300
+        ScaleOutCooldown: 120
+        TargetValue: 70.0
+  AutoScalingPolicyForMemory:
+    Type: AWS::ApplicationAutoScaling::ScalingPolicy
+    Properties:
+      PolicyName: ecs-memory-utilization-ScalingPolicy
+      PolicyType: TargetTrackingScaling
+      ScalingTargetId: !Ref AutoScalingTarget
+      TargetTrackingScalingPolicyConfiguration:
+        PredefinedMetricSpecification:
+          PredefinedMetricType: ECSServiceAverageMemoryUtilization
+        ScaleInCooldown: 300
+        ScaleOutCooldown: 120
+        TargetValue: 75.0
+# ASG setting end
+
+Outputs:
+  ClusterName:
+    Description: The cluster used to create the service.
+    Value: !Ref ECSClusterName
+  ECSService:
+    Description: The created service.
+    Value: !Ref ECSService
+  LarkTopic:
+    Description: The created Lark Topic.
+    Value: !Ref LarkTopic