서버 main 브랜치 내용으로 현행화 완료

- .gitignore 충돌 해결
- ai-java-back/, ai/ 디렉토리 제외 규칙 추가
- main 브랜치의 모든 변경사항 병합

.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

.github/config/deploy_env_vars_rag_dev

@@ -0,0 +1,7 @@
+# Azure Resource Configuration
+resource_group=rg-digitalgarage-02
+cluster_name=aks-digitalgarage-02
+
+# RAG Service Configuration
+python_version=3.11
+app_port=8088

.github/config/deploy_env_vars_rag_prod

@@ -0,0 +1,7 @@
+# Azure Resource Configuration
+resource_group=rg-digitalgarage-prod
+cluster_name=aks-digitalgarage-prod
+
+# RAG Service Configuration
+python_version=3.11
+app_port=8088

.github/config/deploy_env_vars_rag_staging

@@ -0,0 +1,7 @@
+# Azure Resource Configuration
+resource_group=rg-digitalgarage-staging
+cluster_name=aks-digitalgarage-staging
+
+# RAG Service Configuration
+python_version=3.11
+app_port=8088

.github/kustomize/base/common/ingress.yaml

@@ -32,6 +32,13 @@ spec:
                 name: stt
                 port:
                   number: 8080
+          - path: /api/transcripts
+            pathType: Prefix
+            backend:
+              service:
+                name: ai-service
+                port:
+                  number: 8087
           - path: /api/ai/suggestions
             pathType: Prefix
             backend:

.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."

.github/workflows/backend-cicd_ArgoCD.yaml

@@ -2,7 +2,7 @@ name: Backend Services CI/CD
 
 on:
   push:
-    branches: [ main, develop ]
+    branches: [ main ]
     paths:
       - 'user/**'
       - 'meeting/**'
@@ -11,8 +11,8 @@ on:
       - 'notification/**'
       - 'common/**'
       - '.github/**'
-  pull_request:
-    branches: [ main ]
+  # pull_request:
+  #   branches: [ main ]
   workflow_dispatch:
     inputs:
       ENVIRONMENT:
@@ -143,6 +143,7 @@ jobs:
         uses: actions/upload-artifact@v4
         with:
           name: app-builds
+          retention-days: 1
           path: |
             user/build/libs/*.jar
             meeting/build/libs/*.jar

.github/workflows/rag-cicd_ArgoCD.yaml

@@ -0,0 +1,214 @@
+name: RAG Service CI/CD
+
+on:
+  push:
+    branches: [ main, develop ]
+    paths:
+      - 'rag/**'
+      - '.github/workflows/rag-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: 'true'
+        type: choice
+        options:
+          - 'false'
+          - 'true'
+
+env:
+  REGISTRY: acrdigitalgarage02.azurecr.io
+  IMAGE_ORG: hgzero
+  SERVICE_NAME: rag
+  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: ${{ steps.set_outputs.outputs.environment }}
+
+    steps:
+      - name: Check out code
+        uses: actions/checkout@v4
+
+      - name: Set up Python 3.11
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.11'
+          cache: 'pip'
+          cache-dependency-path: 'rag/requirements.txt'
+
+      - name: Determine environment
+        id: determine_env
+        run: |
+          ENVIRONMENT="${{ 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_rag_${ENV}" ]]; then
+            while IFS= read -r line || [[ -n "$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_rag_${ENV}"
+          fi
+
+          echo "REGISTRY=$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 rag
+          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=$SKIP_TESTS)"
+            exit 0
+          fi
+
+          cd rag
+          # Run pytest with coverage
+          pytest tests/ --cov=src --cov-report=xml --cov-report=html
+
+          echo "✅ Tests completed successfully"
+
+      - name: Upload test results
+        if: always()
+        uses: actions/upload-artifact@v4
+        with:
+          name: test-results
+          path: |
+            rag/htmlcov/
+            rag/coverage.xml
+
+      - name: Set outputs
+        id: set_outputs
+        run: |
+          IMAGE_TAG=$(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 RAG service..."
+          docker build \
+            --no-cache \
+            -f deployment/container/Dockerfile-rag \
+            -t ${{ env.REGISTRY }}/${{ env.IMAGE_ORG }}/${{ env.SERVICE_NAME }}:${{ needs.build.outputs.environment }}-${{ needs.build.outputs.image_tag }} \
+            rag/
+
+          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 }}
+
+        # RAG 서비스 이미지 태그 업데이트
+        kustomize edit set image acrdigitalgarage02.azurecr.io/hgzero/rag:${{ env.ENVIRONMENT }}-${{ 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 RAG ${{ env.ENVIRONMENT }} image to ${{ env.ENVIRONMENT }}-${{ env.IMAGE_TAG }}"
+        git push origin main
+
+        echo "✅ 매니페스트 업데이트 완료. ArgoCD가 자동으로 배포합니다."

.gitignore

@@ -57,4 +57,8 @@ claudedocs/*back*
 logs/
 **/logs/
 *.log
-**/*.log
+**/*.log
+
+# Deprecated/Backup directories
+ai-java-back/
+ai/

Jenkinsfile

@@ -0,0 +1,215 @@
+def PIPELINE_ID = "${env.BUILD_NUMBER}"
+
+def getImageTag() {
+    def dateFormat = new java.text.SimpleDateFormat('yyyyMMddHHmmss')
+    def currentDate = new Date()
+    return dateFormat.format(currentDate)
+}
+
+podTemplate(
+    label: "${PIPELINE_ID}",
+    serviceAccount: 'jenkins',
+    slaveConnectTimeout: 300,
+    idleMinutes: 1,
+    activeDeadlineSeconds: 3600,
+    podRetention: never(),
+    yaml: '''
+        spec:
+          terminationGracePeriodSeconds: 3
+          restartPolicy: Never
+          tolerations:
+          - effect: NoSchedule
+            key: dedicated
+            operator: Equal
+            value: cicd
+    ''',
+    containers: [
+        containerTemplate(
+            name: 'podman',
+            image: "mgoltzsche/podman",
+            ttyEnabled: true,
+            command: 'cat',
+            privileged: true,
+            resourceRequestCpu: '500m',
+            resourceRequestMemory: '2Gi',
+            resourceLimitCpu: '2000m',
+            resourceLimitMemory: '4Gi'
+        ),
+        containerTemplate(
+            name: 'gradle',
+            image: 'gradle:jdk21',
+            ttyEnabled: true,
+            command: 'cat',
+            resourceRequestCpu: '500m',
+            resourceRequestMemory: '1Gi',
+            resourceLimitCpu: '1000m',
+            resourceLimitMemory: '2Gi',
+            envVars: [
+                envVar(key: 'DOCKER_HOST', value: 'unix:///run/podman/podman.sock'),
+                envVar(key: 'TESTCONTAINERS_DOCKER_SOCKET_OVERRIDE', value: '/run/podman/podman.sock'),
+                envVar(key: 'TESTCONTAINERS_RYUK_DISABLED', value: 'true')
+            ]
+        ),
+        containerTemplate(
+            name: 'git',
+            image: 'alpine/git:latest',
+            command: 'cat',
+            ttyEnabled: true,
+            resourceRequestCpu: '100m',
+            resourceRequestMemory: '256Mi',
+            resourceLimitCpu: '300m',
+            resourceLimitMemory: '512Mi'
+        )
+    ],
+    volumes: [
+        emptyDirVolume(mountPath: '/home/gradle/.gradle', memory: false),
+        emptyDirVolume(mountPath: '/run/podman', memory: false)
+    ]
+) {
+    node(PIPELINE_ID) {
+        def imageTag = getImageTag()
+        def environment = params.ENVIRONMENT ?: 'dev'
+        def services = ['user', 'meeting', 'stt', 'notification']
+        def registry = 'acrdigitalgarage02.azurecr.io'
+        def imageOrg = 'hgzero'
+
+        try {
+            stage("Get Source") {
+                checkout scm
+
+                // 환경 변수 로드
+                def configFile = ".github/config/deploy_env_vars_${environment}"
+                if (fileExists(configFile)) {
+                    echo "📋 Loading environment variables for ${environment}..."
+                    def props = readProperties file: configFile
+                    echo "Config loaded: ${props}"
+                }
+            }
+
+            stage('Build') {
+                container('gradle') {
+                    echo "🔨 Building with Gradle..."
+                    sh """
+                        chmod +x gradlew
+                        ./gradlew build -x test
+                    """
+                }
+            }
+
+            stage('Archive Artifacts') {
+                echo "📦 Archiving build artifacts..."
+                archiveArtifacts artifacts: '**/build/libs/*.jar', fingerprint: true
+            }
+
+            stage('Build & Push Images') {
+                timeout(time: 30, unit: 'MINUTES') {
+                    container('podman') {
+                        withCredentials([
+                            usernamePassword(
+                                credentialsId: 'acr-credentials',
+                                usernameVariable: 'ACR_USERNAME',
+                                passwordVariable: 'ACR_PASSWORD'
+                            ),
+                            usernamePassword(
+                                credentialsId: 'dockerhub-credentials',
+                                usernameVariable: 'DOCKERHUB_USERNAME',
+                                passwordVariable: 'DOCKERHUB_PASSWORD'
+                            )
+                        ]) {
+                            echo "🐳 Building and pushing Docker images..."
+
+                            // Login to Docker Hub (prevent rate limit)
+                            sh "podman login docker.io --username \$DOCKERHUB_USERNAME --password \$DOCKERHUB_PASSWORD"
+
+                            // Login to Azure Container Registry
+                            sh "podman login ${registry} --username \$ACR_USERNAME --password \$ACR_PASSWORD"
+
+                            // Build and push each service
+                            services.each { service ->
+                                echo "Building ${service}..."
+
+                                def imageTagFull = "${registry}/${imageOrg}/${service}:${environment}-${imageTag}"
+
+                                sh """
+                                    podman build \\
+                                        --build-arg BUILD_LIB_DIR="${service}/build/libs" \\
+                                        --build-arg ARTIFACTORY_FILE="${service}.jar" \\
+                                        -f deployment/container/Dockerfile-backend \\
+                                        -t ${imageTagFull} .
+                                """
+
+                                echo "Pushing ${service}..."
+                                sh "podman push ${imageTagFull}"
+
+                                echo "✅ ${service} image pushed: ${imageTagFull}"
+                            }
+                        }
+                    }
+                }
+            }
+
+            stage('Update Manifest Repository') {
+                container('git') {
+                    withCredentials([usernamePassword(
+                        credentialsId: 'github-credentials-dg0506',
+                        usernameVariable: 'GIT_USERNAME',
+                        passwordVariable: 'GIT_TOKEN'
+                    )]) {
+                        echo "📝 Updating manifest repository..."
+
+                        sh """
+                            # 매니페스트 레포지토리 클론
+                            REPO_URL=\$(echo "https://github.com/hjmoons/hgzero-manifest.git" | sed 's|https://||')
+                            git clone https://\${GIT_USERNAME}:\${GIT_TOKEN}@\${REPO_URL} manifest-repo
+                            cd manifest-repo
+
+                            # 각 서비스별 이미지 태그 업데이트 (sed 사용)
+                            cd hgzero-back/kustomize/base
+
+                            services="user meeting stt notification"
+                            for service in \$services; do
+                                echo "Updating \$service image tag..."
+                                sed -i "s|image: ${registry}/${imageOrg}/\$service:.*|image: ${registry}/${imageOrg}/\$service:${environment}-${imageTag}|g" \\
+                                    \$service/deployment.yaml
+
+                                # 변경 사항 확인
+                                echo "Updated \$service deployment.yaml:"
+                                grep "image: ${registry}/${imageOrg}/\$service" \$service/deployment.yaml
+                            done
+
+                            # Git 설정 및 푸시
+                            cd ../../..
+                            git config user.name "Jenkins"
+                            git config user.email "jenkins@hgzero.com"
+                            git add .
+                            git commit -m "🚀 Update hgzero ${environment} images to ${environment}-${imageTag}"
+                            git push origin main
+
+                            echo "✅ 매니페스트 업데이트 완료. ArgoCD가 자동으로 배포합니다."
+                        """
+                    }
+                }
+            }
+
+            stage('Pipeline Complete') {
+                echo "🧹 Pipeline completed. Pod cleanup handled by Jenkins Kubernetes Plugin."
+
+                if (currentBuild.result == null || currentBuild.result == 'SUCCESS') {
+                    echo "✅ Pipeline completed successfully!"
+                    echo "Environment: ${environment}"
+                    echo "Image Tag: ${imageTag}"
+                } else {
+                    echo "❌ Pipeline failed with result: ${currentBuild.result}"
+                }
+            }
+
+        } catch (Exception e) {
+            currentBuild.result = 'FAILURE'
+            echo "❌ Pipeline failed with exception: ${e.getMessage()}"
+            throw e
+        } finally {
+            echo "🧹 Cleaning up resources and preparing for pod termination..."
+            echo "Pod will be terminated in 3 seconds due to terminationGracePeriodSeconds: 3"
+        }
+    }
+}

README.md

@@ -0,0 +1,376 @@
+# HGZero - AI 기반 회의록 작성 및 이력 관리 개선 서비스
+
+## 1. 소개
+HGZero는 업무지식이 부족한 회의록 작성자도 누락 없이 정확하게 회의록을 작성하여 공유할 수 있는 AI 기반 서비스입니다.
+사용자는 실시간 음성 변환(STT), AI 요약, 용어 설명, Todo 자동 추출 등의 기능을 통해 회의록 작성 업무를 효율적으로 수행할 수 있습니다.
+
+### 1.1 핵심 기능
+- **실시간 STT**: Azure Speech Services 기반 실시간 음성-텍스트 변환
+- **AI 요약**: 안건별 2-3문장 자동 요약 (GPT-4o, 2-5초 처리)
+- **맥락 기반 용어 설명**: 관련 회의록과 업무이력 기반 실용 정보 제공
+- **Todo 자동 추출**: 회의록에서 액션 아이템 자동 추출 및 배정
+- **지능형 회의 진행 지원**: 회의 패턴 분석, 안건 추천, 효율성 분석
+- **실시간 협업**: WebSocket 기반 실시간 회의록 편집 및 동기화
+
+### 1.2 MVP 산출물
+- **발표자료**: {발표자료 링크}
+- **설계결과**:
+  - [유저스토리](design/userstory.md)
+  - [논리 아키텍처](design/backend/logical/logical-architecture.md)
+  - [API 설계서](design/backend/api/API설계서.md)
+- **Git Repo**:
+  - **메인**: https://gitea.cbiz.kubepia.net/shared-dg05-coffeeQuokka/hgzero.git
+  - **프론트엔드**: {프론트엔드 Repository 링크}
+  - **manifest**: {Manifest Repository 링크}
+- **시연 동영상**: {시연 동영상 링크}
+
+## 2. 시스템 아키텍처
+
+### 2.1 전체 구조
+마이크로서비스 아키텍처 기반 클라우드 네이티브 애플리케이션
+
+```
+┌─────────────────────────────────────────────────────────────┐
+│                         Frontend                             │
+│                   React 18 + TypeScript                      │
+└─────────────────────────────────────────────────────────────┘
+                              │
+                              ▼
+┌─────────────────────────────────────────────────────────────┐
+│                      NGINX Ingress                           │
+└─────────────────────────────────────────────────────────────┘
+                              │
+        ┌─────────────────────┼─────────────────────┐
+        │                     │                     │
+┌───────────────┐    ┌───────────────┐   ┌───────────────┐
+│ User Service  │    │Meeting Service│   │ STT Service   │
+│   (Java)      │    │    (Java)     │   │   (Java)      │
+│   :8081       │    │  :8081/:8082  │   │   :8083       │
+└───────────────┘    └───────────────┘   └───────────────┘
+        │                   │                     │
+        │                   │                     │
+┌───────────────┐    ┌───────────────┐   ┌───────────────┐
+│  AI Service   │    │  RAG Service  │   │Notification   │
+│   (Java)      │    │   (Python)    │   │   (Java)      │
+│   :8083       │    │    :8000      │   │   :8084       │
+└───────────────┘    └───────────────┘   └───────────────┘
+        │                   │
+        └───────────────────┤
+                            │
+        ┌───────────────────┐
+        │    Event Hub      │
+        │   (Pub/Sub MQ)    │
+        └───────────────────┘
+                  │
+        ┌─────────┼─────────┐
+        │         │         │
+┌──────────┐ ┌────────┐ ┌─────────────┐
+│PostgreSQL│ │ Redis  │ │   OpenAI    │
+│  (6 DB)  │ │ Cache  │ │             │
+└──────────┘ └────────┘ └─────────────┘
+```
+
+### 2.2 마이크로서비스 구성
+- **User 서비스**: 사용자 인증 (LDAP, JWT) 및 프로필 관리
+- **Meeting 서비스**: 회의/회의록/Todo 통합 관리, 실시간 동기화 (WebSocket)
+- **STT 서비스**: 음성 스트리밍, 실시간 STT 변환 (Azure Speech Services)
+- **AI 서비스**: 회의록 자동요약, Todo 추출, 안건별 AI 요약
+- **RAG 서비스**: 용어집 검색, 관련자료 검색, 회의록 유사도 검색 (Python/FastAPI)
+- **Notification 서비스**: 이메일 알림 (회의 시작, 회의록 확정, Todo 배정)
+
+### 2.3 기술 스택
+- **프론트엔드**: React 18, TypeScript, React Context API
+- **백엔드**: Spring Boot 3.2.x, Java 17, FastAPI, Python 3.11+
+- **인프라**: Azure Kubernetes Service (AKS), Azure Container Registry (ACR)
+- **CI/CD**: GitHub Actions (CI), ArgoCD (CD - GitOps)
+- **모니터링**: Prometheus, Grafana, Spring Boot Actuator
+- **백킹 서비스**:
+  - **Database**: PostgreSQL 15 (Database per Service - 6개 독립 DB)
+  - **Message Queue**: Azure Event Hub (AMQP over TLS)
+  - **Cache**: Azure Redis Cache (Redis 7.x)
+  - **AI/ML**: Azure OpenAI (GPT-4o, text-embedding-3-large), Azure Speech Services, Azure AI Search
+
+## 3. 백킹 서비스 설치
+
+### 3.1 Database 설치
+PostgreSQL 15 설치 (각 서비스별 독립 데이터베이스)
+
+```bash
+# Helm 저장소 추가
+helm repo add bitnami https://charts.bitnami.com/bitnami
+helm repo update
+
+# User 서비스용 DB
+helm install hgzero-user bitnami/postgresql \
+  --set global.postgresql.auth.postgresPassword=Passw0rd \
+  --set global.postgresql.auth.username=hgzerouser \
+  --set global.postgresql.auth.password=Passw0rd \
+  --set global.postgresql.auth.database=userdb \
+  --namespace hgzero
+
+# Meeting 서비스용 DB
+helm install hgzero-meeting bitnami/postgresql \
+  --set global.postgresql.auth.postgresPassword=Passw0rd \
+  --set global.postgresql.auth.username=hgzerouser \
+  --set global.postgresql.auth.password=Passw0rd \
+  --set global.postgresql.auth.database=meetingdb \
+  --namespace hgzero
+
+# STT 서비스용 DB
+helm install hgzero-stt bitnami/postgresql \
+  --set global.postgresql.auth.postgresPassword=Passw0rd \
+  --set global.postgresql.auth.username=hgzerouser \
+  --set global.postgresql.auth.password=Passw0rd \
+  --set global.postgresql.auth.database=sttdb \
+  --namespace hgzero
+
+# AI 서비스용 DB
+helm install hgzero-ai bitnami/postgresql \
+  --set global.postgresql.auth.postgresPassword=Passw0rd \
+  --set global.postgresql.auth.username=hgzerouser \
+  --set global.postgresql.auth.password=Passw0rd \
+  --set global.postgresql.auth.database=aidb \
+  --namespace hgzero
+
+# RAG 서비스용 DB
+helm install hgzero-rag bitnami/postgresql \
+  --set global.postgresql.auth.postgresPassword=Passw0rd \
+  --set global.postgresql.auth.username=hgzerouser \
+  --set global.postgresql.auth.password=Passw0rd \
+  --set global.postgresql.auth.database=ragdb \
+  --namespace hgzero
+
+# Notification 서비스용 DB
+helm install hgzero-notification bitnami/postgresql \
+  --set global.postgresql.auth.postgresPassword=Passw0rd \
+  --set global.postgresql.auth.username=hgzerouser \
+  --set global.postgresql.auth.password=Passw0rd \
+  --set global.postgresql.auth.database=notificationdb \
+  --namespace hgzero
+```
+
+**접속 정보 확인**:
+```bash
+# 각 서비스별 DB 접속 정보
+# User DB: hgzero-user-postgresql.hgzero.svc.cluster.local:5432
+# Meeting DB: hgzero-meeting-postgresql.hgzero.svc.cluster.local:5432
+# STT DB: hgzero-stt-postgresql.hgzero.svc.cluster.local:5432
+# AI DB: hgzero-ai-postgresql.hgzero.svc.cluster.local:5432
+# RAG DB: hgzero-rag-postgresql.hgzero.svc.cluster.local:5432
+# Notification DB: hgzero-notification-postgresql.hgzero.svc.cluster.local:5432
+```
+
+### 3.2 Cache 설치
+Redis 설치
+
+```bash
+# Helm으로 Redis 설치
+helm install hgzero-redis bitnami/redis \
+  --set auth.password=Passw0rd \
+  --set master.persistence.enabled=true \
+  --set master.persistence.size=8Gi \
+  --namespace hgzero
+
+# 접속 정보 확인
+export REDIS_PASSWORD=$(kubectl get secret --namespace hgzero hgzero-redis -o jsonpath="{.data.redis-password}" | base64 -d)
+echo "Redis Password: $REDIS_PASSWORD"
+echo "Redis Host: hgzero-redis-master.hgzero.svc.cluster.local"
+echo "Redis Port: 6379"
+```
+
+**Azure Redis Cache 사용 (프로덕션)**:
+```bash
+# Azure Portal에서 Redis Cache 생성 후 연결 정보 사용
+# 또는 Azure CLI 사용
+az redis create \
+  --name hgzero-redis \
+  --resource-group your-resource-group \
+  --location koreacentral \
+  --sku Basic \
+  --vm-size c0
+```
+
+### 3.3 Message Queue 설치
+Azure Event Hub 설정
+
+```bash
+# Azure CLI를 통한 Event Hub 생성
+az eventhubs namespace create \
+  --name hgzero-eventhub-ns \
+  --resource-group your-resource-group \
+  --location koreacentral \
+  --sku Standard
+
+az eventhubs eventhub create \
+  --name hgzero-events \
+  --namespace-name hgzero-eventhub-ns \
+  --resource-group your-resource-group \
+  --partition-count 4 \
+  --message-retention 7
+
+# 연결 문자열 확인
+az eventhubs namespace authorization-rule keys list \
+  --resource-group your-resource-group \
+  --namespace-name hgzero-eventhub-ns \
+  --name RootManageSharedAccessKey \
+  --query primaryConnectionString \
+  --output tsv
+```
+## 4. 빌드 및 배포
+
+### 4.1 프론트엔드 빌드 및 배포
+
+#### 1. 애플리케이션 빌드
+```bash
+cd frontend
+npm install
+npm run build
+```
+
+#### 2. 컨테이너 이미지 빌드
+```bash
+docker build \
+  --build-arg REACT_APP_API_URL="http://api.hgzero.com" \
+  --build-arg REACT_APP_WS_URL="ws://api.hgzero.com/ws" \
+  -f deployment/container/Dockerfile-frontend \
+  -t acrdigitalgarage02.azurecr.io/hgzero/frontend:latest .
+```
+
+#### 3. 이미지 푸시
+```bash
+docker push acrdigitalgarage02.azurecr.io/hgzero/frontend:latest
+```
+
+#### 4. Kubernetes 배포
+```bash
+kubectl apply -f deployment/k8s/frontend/frontend-deployment.yaml -n hgzero
+```
+
+### 4.2 백엔드 빌드 및 배포
+
+#### 1. 애플리케이션 빌드
+```bash
+# 전체 프로젝트 빌드
+./gradlew clean build -x test
+
+# 또는 개별 서비스 빌드
+./gradlew :user:clean :user:build -x test
+./gradlew :meeting:clean :meeting:build -x test
+./gradlew :stt:clean :stt:build -x test
+./gradlew :ai:clean :ai:build -x test
+./gradlew :notification:clean :notification:build -x test
+```
+
+#### 2. 컨테이너 이미지 빌드 (각 서비스별로 수행)
+```bash
+# User 서비스
+docker build \
+  --build-arg BUILD_LIB_DIR="user/build/libs" \
+  --build-arg ARTIFACTORY_FILE="user.jar" \
+  -f deployment/container/Dockerfile-user \
+  -t acrdigitalgarage02.azurecr.io/hgzero/user-service:latest .
+
+# Meeting 서비스
+docker build \
+  --build-arg BUILD_LIB_DIR="meeting/build/libs" \
+  --build-arg ARTIFACTORY_FILE="meeting.jar" \
+  -f deployment/container/Dockerfile-meeting \
+  -t acrdigitalgarage02.azurecr.io/hgzero/meeting-service:latest .
+
+# STT 서비스
+docker build \
+  --build-arg BUILD_LIB_DIR="stt/build/libs" \
+  --build-arg ARTIFACTORY_FILE="stt.jar" \
+  -f deployment/container/Dockerfile-stt \
+  -t acrdigitalgarage02.azurecr.io/hgzero/stt-service:latest .
+
+# AI 서비스
+docker build \
+  --build-arg BUILD_LIB_DIR="ai/build/libs" \
+  --build-arg ARTIFACTORY_FILE="ai.jar" \
+  -f deployment/container/Dockerfile-ai \
+  -t acrdigitalgarage02.azurecr.io/hgzero/ai-service:latest .
+
+# Notification 서비스
+docker build \
+  --build-arg BUILD_LIB_DIR="notification/build/libs" \
+  --build-arg ARTIFACTORY_FILE="notification.jar" \
+  -f deployment/container/Dockerfile-notification \
+  -t acrdigitalgarage02.azurecr.io/hgzero/notification-service:latest .
+```
+
+#### 3. RAG 서비스 빌드 (Python)
+```bash
+docker build \
+  -f deployment/container/Dockerfile-rag \
+  -t acrdigitalgarage02.azurecr.io/hgzero/rag-service:latest \
+  ./rag
+```
+
+#### 4. 이미지 푸시
+```bash
+docker push acrdigitalgarage02.azurecr.io/hgzero/user-service:latest
+docker push acrdigitalgarage02.azurecr.io/hgzero/meeting-service:latest
+docker push acrdigitalgarage02.azurecr.io/hgzero/stt-service:latest
+docker push acrdigitalgarage02.azurecr.io/hgzero/ai-service:latest
+docker push acrdigitalgarage02.azurecr.io/hgzero/rag-service:latest
+docker push acrdigitalgarage02.azurecr.io/hgzero/notification-service:latest
+```
+
+#### 5. Kubernetes 배포
+```bash
+# Namespace 생성
+kubectl create namespace hgzero
+
+# Secret 생성 (환경 변수)
+kubectl apply -f deployment/k8s/backend/secrets/ -n hgzero
+
+# 서비스 배포
+kubectl apply -f deployment/k8s/backend/user-service.yaml -n hgzero
+kubectl apply -f deployment/k8s/backend/meeting-service.yaml -n hgzero
+kubectl apply -f deployment/k8s/backend/stt-service.yaml -n hgzero
+kubectl apply -f deployment/k8s/backend/ai-service.yaml -n hgzero
+kubectl apply -f deployment/k8s/backend/rag-service.yaml -n hgzero
+kubectl apply -f deployment/k8s/backend/notification-service.yaml -n hgzero
+
+# Ingress 설정
+kubectl apply -f deployment/k8s/ingress.yaml -n hgzero
+```
+
+### 4.3 테스트
+
+#### 1) 프론트엔드 페이지 주소 구하기
+```bash
+# Namespace 설정
+kubens hgzero
+
+# Service 확인
+kubectl get svc
+
+# Ingress 확인
+kubectl get ingress
+```
+
+#### 2) API 테스트
+
+**Swagger UI 접근**:
+- User Service: http://{INGRESS_URL}/user/swagger-ui.html
+- Meeting Service: http://{INGRESS_URL}/meeting/swagger-ui.html
+- STT Service: http://{INGRESS_URL}/stt/swagger-ui.html
+- AI Service: http://{INGRESS_URL}/ai/swagger-ui.html
+- RAG Service: http://{INGRESS_URL}/rag/docs
+- Notification Service: http://{INGRESS_URL}/notification/swagger-ui.html
+
+#### 3) 로그인 테스트
+- ID: user-005, user2@example.com
+- PW: 8자리
+
+## 5. 팀
+
+- 유동희 "야보" - Product Owner
+- 조민서 "다람지" - AI Specialist
+- 김주환 "블랙" - Architect
+- 김종희 "페퍼" - Frontend Developer
+- 문효종 "카누" - Frontend Developer / DevOps Engineer
+- 전대웅 "맥심" - Backend Developer
+- 조윤진 "쿼카" - Backend Developer

ai-java-back/src/main/java/com/unicorn/hgzero/ai/infra/event/TranscriptSegmentReadyEvent.java

@@ -25,6 +25,11 @@ public class TranscriptSegmentReadyEvent {
      */
     private String meetingId;
 
+    /**
+     * 세션 ID
+     */
+    private String sessionId;
+
     /**
      * 변환 텍스트 세그먼트 ID
      */

ai-python/API-DOCUMENTATION.md

@@ -248,3 +248,53 @@ A: 네, 각 클라이언트는 독립적으로 SSE 연결을 유지합니다.
 
 **Q: 제안사항이 오지 않으면?**
 A: Redis에 충분한 텍스트(10개 세그먼트)가 축적되어야 분석이 시작됩니다. 5초마다 체크합니다.
+
+### 3. AI 텍스트 요약 생성
+
+**엔드포인트**: `POST /api/v1/ai/summary/generate`
+
+**설명**: 텍스트를 AI로 요약하여 핵심 내용과 포인트를 추출합니다.
+
+**요청 본문**:
+```json
+{
+  "text": "요약할 텍스트 내용",
+  "language": "ko",  // ko: 한국어, en: 영어 (기본값: ko)
+  "style": "bullet", // bullet: 불릿포인트, paragraph: 단락형 (기본값: bullet)
+  "max_length": 100  // 최대 요약 길이 (단어 수) - 선택사항
+}
+```
+
+**응답 예시**:
+```json
+{
+  "summary": "• 프로젝트 총 개발 기간 3개월 확정 (디자인 2주, 개발 8주, 테스트 2주)\n• 총 예산 5천만원 배정 (인건비 3천만원, 인프라 1천만원, 기타 1천만원)\n• 주간 회의 일정: 매주 화요일 오전 10시",
+  "key_points": [
+    "프로젝트 전체 일정 3개월로 확정",
+    "개발 단계별 기간: 디자인 2주, 개발 8주, 테스트 2주",
+    "총 예산 5천만원 책정",
+    "예산 배분: 인건비 60%, 인프라 20%, 기타 20%",
+    "정기 회의: 매주 화요일 오전 10시"
+  ],
+  "word_count": 32,
+  "original_word_count": 46,
+  "compression_ratio": 0.7,
+  "generated_at": "2025-10-29T17:23:49.429982"
+}
+```
+
+**요청 예시 (curl)**:
+```bash
+curl -X POST "http://localhost:8087/api/v1/ai/summary/generate" \
+  -H "Content-Type: application/json" \
+  -d '{
+    "text": "오늘 회의에서는 프로젝트 일정과 예산에 대해 논의했습니다...",
+    "language": "ko",
+    "style": "bullet"
+  }'
+```
+
+**에러 응답**:
+- `400 Bad Request`: 텍스트가 비어있거나 너무 짧은 경우 (최소 20자)
+- `400 Bad Request`: 텍스트가 너무 긴 경우 (최대 10,000자)
+- `500 Internal Server Error`: AI 처리 중 오류 발생