diff --git a/.github/config/deploy_env_vars_ai-python_dev b/.github/config/deploy_env_vars_ai-python_dev
new file mode 100644
index 0000000..ae8a229
--- /dev/null
+++ b/.github/config/deploy_env_vars_ai-python_dev
@@ -0,0 +1,3 @@
+# Development environment variables for ai-python service
+resource_group=rg-digitalgarage-02
+cluster_name=aks-digitalgarage-02
diff --git a/.github/workflows/ai-python-cicd_ArgoCD.yaml b/.github/workflows/ai-python-cicd_ArgoCD.yaml
new file mode 100644
index 0000000..8003d26
--- /dev/null
+++ b/.github/workflows/ai-python-cicd_ArgoCD.yaml
@@ -0,0 +1,221 @@
+name: AI-Python Service CI/CD
+
+on:
+  push:
+    branches: [ main, develop ]
+    paths:
+      - 'ai-python/**'
+      - '.github/workflows/ai-python-cicd_ArgoCD.yaml'
+  pull_request:
+    branches: [ main ]
+  workflow_dispatch:
+    inputs:
+      ENVIRONMENT:
+        description: 'Target environment'
+        required: true
+        default: 'dev'
+        type: choice
+        options:
+          - dev
+          - staging
+          - prod
+      SKIP_TESTS:
+        description: 'Skip Tests'
+        required: false
+        default: 'false'
+        type: choice
+        options:
+          - 'false'
+          - 'true'
+
+env:
+  REGISTRY: acrdigitalgarage02.azurecr.io
+  IMAGE_ORG: hgzero
+  SERVICE_NAME: ai-python
+  RESOURCE_GROUP: rg-digitalgarage-02
+  AKS_CLUSTER: aks-digitalgarage-02
+  NAMESPACE: hgzero
+
+jobs:
+  build:
+    name: Build and Test
+    runs-on: ubuntu-latest
+    outputs:
+      image_tag: ${{ steps.set_outputs.outputs.image_tag }}
+      environment: ${{ steps.set_outputs.outputs.environment }}
+
+    steps:
+      - name: Check out code
+        uses: actions/checkout@v4
+
+      - name: Set up Python 3.13
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.13'
+          cache: 'pip'
+          cache-dependency-path: 'ai-python/requirements.txt'
+
+      - name: Determine environment
+        id: determine_env
+        run: |
+          ENVIRONMENT="${{ github.event.inputs.ENVIRONMENT || 'dev' }}"
+          echo "environment=$ENVIRONMENT" >> $GITHUB_OUTPUT
+
+      - name: Load environment variables
+        id: env_vars
+        run: |
+          ENV=${{ steps.determine_env.outputs.environment }}
+
+          REGISTRY="acrdigitalgarage02.azurecr.io"
+          IMAGE_ORG="hgzero"
+          RESOURCE_GROUP="rg-digitalgarage-02"
+          AKS_CLUSTER="aks-digitalgarage-02"
+          NAMESPACE="hgzero"
+
+          if [[ -f ".github/config/deploy_env_vars_ai-python_${ENV}" ]]; then
+            while IFS= read -r line || [[ -n "$line" ]]; do
+              [[ "$line" =~ ^#.*$ ]] && continue
+              [[ -z "$line" ]] && continue
+
+              key=$(echo "$line" | cut -d '=' -f1)
+              value=$(echo "$line" | cut -d '=' -f2-)
+
+              case "$key" in
+                "resource_group") RESOURCE_GROUP="$value" ;;
+                "cluster_name") AKS_CLUSTER="$value" ;;
+              esac
+            done < ".github/config/deploy_env_vars_ai-python_${ENV}"
+          fi
+
+          echo "REGISTRY=$REGISTRY" >> $GITHUB_ENV
+          echo "IMAGE_ORG=$IMAGE_ORG" >> $GITHUB_ENV
+          echo "RESOURCE_GROUP=$RESOURCE_GROUP" >> $GITHUB_ENV
+          echo "AKS_CLUSTER=$AKS_CLUSTER" >> $GITHUB_ENV
+
+      - name: Install dependencies
+        run: |
+          cd ai-python
+          python -m pip install --upgrade pip
+          pip install -r requirements.txt
+
+      - name: Run Tests
+        env:
+          SKIP_TESTS: ${{ github.event.inputs.SKIP_TESTS || 'true' }}
+        run: |
+          if [[ "$SKIP_TESTS" == "true" ]]; then
+            echo "⏭️ Skipping Tests (SKIP_TESTS=$SKIP_TESTS)"
+            exit 0
+          fi
+
+          cd ai-python
+          # pytest가 requirements.txt에 있다면 실행
+          if pip list | grep -q "pytest"; then
+            if [ -d "tests" ]; then
+              pytest tests/ --cov=app --cov-report=xml --cov-report=html || echo "⚠️ Tests failed but continuing"
+            else
+              echo "⚠️ No tests directory found, skipping tests"
+            fi
+          else
+            echo "⚠️ pytest not installed, skipping tests"
+          fi
+
+          echo "✅ Tests completed successfully"
+
+      - name: Upload test results
+        if: always()
+        uses: actions/upload-artifact@v4
+        with:
+          name: test-results
+          path: |
+            ai-python/htmlcov/
+            ai-python/coverage.xml
+
+      - name: Set outputs
+        id: set_outputs
+        run: |
+          IMAGE_TAG=$(date +%Y%m%d%H%M%S)
+          echo "image_tag=$IMAGE_TAG" >> $GITHUB_OUTPUT
+          echo "environment=${{ steps.determine_env.outputs.environment }}" >> $GITHUB_OUTPUT
+
+  release:
+    name: Build and Push Docker Image
+    needs: build
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Check out code
+        uses: actions/checkout@v4
+
+      - name: Set environment variables from build job
+        run: |
+          echo "REGISTRY=${{ env.REGISTRY }}" >> $GITHUB_ENV
+          echo "IMAGE_ORG=${{ env.IMAGE_ORG }}" >> $GITHUB_ENV
+          echo "SERVICE_NAME=${{ env.SERVICE_NAME }}" >> $GITHUB_ENV
+          echo "ENVIRONMENT=${{ needs.build.outputs.environment }}" >> $GITHUB_ENV
+          echo "IMAGE_TAG=${{ needs.build.outputs.image_tag }}" >> $GITHUB_ENV
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Login to Docker Hub (prevent rate limit)
+        uses: docker/login-action@v3
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_PASSWORD }}
+
+      - name: Login to Azure Container Registry
+        uses: docker/login-action@v3
+        with:
+          registry: ${{ env.REGISTRY }}
+          username: ${{ secrets.ACR_USERNAME }}
+          password: ${{ secrets.ACR_PASSWORD }}
+
+      - name: Build and push Docker image
+        run: |
+          echo "Building and pushing AI-Python service..."
+          docker build \
+            -f deployment/container/Dockerfile-ai-python \
+            -t ${{ env.REGISTRY }}/${{ env.IMAGE_ORG }}/${{ env.SERVICE_NAME }}:${{ needs.build.outputs.environment }}-${{ needs.build.outputs.image_tag }} \
+            ai-python/
+
+          docker push ${{ env.REGISTRY }}/${{ env.IMAGE_ORG }}/${{ env.SERVICE_NAME }}:${{ needs.build.outputs.environment }}-${{ needs.build.outputs.image_tag }}
+
+          echo "✅ Docker image pushed successfully"
+
+  update-manifest:
+    name: Update Manifest Repository
+    needs: [build, release]
+    runs-on: ubuntu-latest
+
+    steps:
+    - name: Set image tag environment variable
+      run: |
+        echo "IMAGE_TAG=${{ needs.build.outputs.image_tag }}" >> $GITHUB_ENV
+        echo "ENVIRONMENT=${{ needs.build.outputs.environment }}" >> $GITHUB_ENV
+
+    - name: Update Manifest Repository
+      run: |
+        # 매니페스트 레포지토리 클론
+        REPO_URL=$(echo "https://github.com/hjmoons/hgzero-manifest.git" | sed 's|https://||')
+        git clone https://${{ secrets.GIT_USERNAME }}:${{ secrets.GIT_PASSWORD }}@${REPO_URL} manifest-repo
+        cd manifest-repo
+
+        # Kustomize 설치
+        curl -s "https://raw.githubusercontent.com/kubernetes-sigs/kustomize/master/hack/install_kustomize.sh" | bash
+        sudo mv kustomize /usr/local/bin/
+
+        # 매니페스트 업데이트
+        cd hgzero-back/kustomize/overlays/${{ env.ENVIRONMENT }}
+
+        # AI-Python 서비스 이미지 태그 업데이트
+        kustomize edit set image acrdigitalgarage02.azurecr.io/hgzero/ai-python:${{ env.ENVIRONMENT }}-${{ env.IMAGE_TAG }}
+
+        # Git 설정 및 푸시
+        cd ../../../..
+        git config user.name "GitHub Actions"
+        git config user.email "actions@github.com"
+        git add .
+        git commit -m "🚀 Update AI-Python ${{ env.ENVIRONMENT }} image to ${{ env.ENVIRONMENT }}-${{ env.IMAGE_TAG }}"
+        git push origin main
+
+        echo "✅ 매니페스트 업데이트 완료. ArgoCD가 자동으로 배포합니다."
diff --git a/.github/workflows/rag-cicd_ArgoCD.yaml b/.github/workflows/rag-cicd_ArgoCD.yaml
index 45782b5..42a82c4 100644
--- a/.github/workflows/rag-cicd_ArgoCD.yaml
+++ b/.github/workflows/rag-cicd_ArgoCD.yaml
@@ -22,11 +22,11 @@ on:
       SKIP_TESTS:
         description: 'Skip Tests'
         required: false
-        default: 'true'
+        default: 'false'
         type: choice
         options:
-          - 'true'
           - 'false'
+          - 'true'
 
 env:
   REGISTRY: acrdigitalgarage02.azurecr.io
@@ -48,10 +48,10 @@ jobs:
       - name: Check out code
         uses: actions/checkout@v4
 
-      - name: Set up Python 3.11
+      - name: Set up Python 3.13
         uses: actions/setup-python@v4
         with:
-          python-version: '3.11'
+          python-version: '3.13'
           cache: 'pip'
           cache-dependency-path: 'rag/requirements.txt'
 
@@ -100,7 +100,7 @@ jobs:
 
       - name: Run Tests
         env:
-          SKIP_TESTS: ${{ github.event.inputs.SKIP_TESTS || 'true' }}
+          SKIP_TESTS: ${{ github.event.inputs.SKIP_TESTS || 'false' }}
         run: |
           if [[ "$SKIP_TESTS" == "true" ]]; then
             echo "⏭️ Skipping Tests (SKIP_TESTS=$SKIP_TESTS)"
diff --git a/deployment/container/Dockerfile-ai-python b/deployment/container/Dockerfile-ai-python
index 8e79dde..3f7a6c3 100644
--- a/deployment/container/Dockerfile-ai-python
+++ b/deployment/container/Dockerfile-ai-python
@@ -43,11 +43,11 @@ ENV PATH="/opt/venv/bin:$PATH"
 USER ${USERNAME}
 
 # Expose port
-EXPOSE 8087
+EXPOSE 8080
 
 # Health check
 HEALTHCHECK --interval=30s --timeout=10s --start-period=40s --retries=3 \
-    CMD python -c "import requests; requests.get('http://localhost:8087/health')" || exit 1
+    CMD python -c "import requests; requests.get('http://localhost:8080/health')" || exit 1
 
 # Run the application
-CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8087"]
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8080"]