open-edge-platform
diff --git a/‎.github/CODEOWNERS‎
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Lines changed: 4 additions & 0 deletions
diff --git a/‎.github/workflows/sensor-fusion-for-traffic-management-scan.yaml‎
Lines changed: 53 additions & 36 deletions b/‎.github/workflows/sensor-fusion-for-traffic-management-scan.yaml‎
Lines changed: 53 additions & 36 deletions
diff --git a/‎.github/workflows/video-processing-for-nvr-scan.yaml‎
Lines changed: 53 additions & 18 deletions b/‎.github/workflows/video-processing-for-nvr-scan.yaml‎
Lines changed: 53 additions & 18 deletions
diff --git a/‎.github/workflows/visual-search-qa-scans.yml‎
Lines changed: 49 additions & 49 deletions b/‎.github/workflows/visual-search-qa-scans.yml‎
Lines changed: 49 additions & 49 deletions
diff --git a/‎education-ai-suite/smart-classroom/README.md‎
Lines changed: 2 additions & 0 deletions b/‎education-ai-suite/smart-classroom/README.md‎
Lines changed: 2 additions & 0 deletions
diff --git a/‎education-ai-suite/smart-classroom/docs/user-guide/get-started.md‎
Lines changed: 10 additions & 0 deletions b/‎education-ai-suite/smart-classroom/docs/user-guide/get-started.md‎
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@@ -53,8 +53,12 @@ README.md          @xwu2intel
 
 # documentation content - metro-ai
 /metro-ai-suite/README.md                                       @rrajore @vagheshp @ArokiEdgard @xwu2intel @ajagadi1            @open-edge-platform/open-edge-platform-docs-write
+/metro-ai-suite/metro-vision-ai-app-recipe/docs/                @rrajore @vagheshp @ArokiEdgard @xwu2intel @ajagadi1            @open-edge-platform/open-edge-platform-docs-write
+/metro-ai-suite/metro-vision-ai-app-recipe/README.md            @rrajore @vagheshp @ArokiEdgard @xwu2intel @ajagadi1            @open-edge-platform/open-edge-platform-docs-write
+
 /metro-ai-suite/image-based-video-search/docs/                  @rrajore @vagheshp @ArokiEdgard @rohitkatakol @xwu2intel @ajagadi1       @open-edge-platform/open-edge-platform-docs-write
 /metro-ai-suite/image-based-video-search/README.md              @rrajore @vagheshp @ArokiEdgard @rohitkatakol @xwu2intel @ajagadi1       @open-edge-platform/open-edge-platform-docs-write
+
 /metro-ai-suite/interactive-digital-avatar/docs/                @senhui2intel @Junyu-B @wzq112358 @myqi @xwu2intel              @open-edge-platform/open-edge-platform-docs-write
 /metro-ai-suite/interactive-digital-avatar/README.md            @senhui2intel @Junyu-B @wzq112358 @myqi @xwu2intel              @open-edge-platform/open-edge-platform-docs-write
 
 
@@ -39,72 +39,89 @@ jobs:
         with:
           name: bandit-report
           path: security-results/bandit*
-          
+
   trivy-scan:
-    runs-on: ubuntu-22.04-64core-256GB
+    runs-on: ubuntu-24.04-16core-64GB
     permissions:
       contents: read
     steps:
       - uses: actions/checkout@8edcb1bdb4e267140fa742c62e395cd74f332709
         with:
-          path: edge-ai-suites-repo
           persist-credentials: false
-          
-      - name: Run Trivy Filesystem Scan
-        uses: open-edge-platform/orch-ci/.github/actions/security/trivy@27276444a9bcf247a27369406686b689933bd1ff
-        id: trivy-fs
-        with:
-          scan_type: "fs"  
-          scan-scope: "all"  
-          scan-target: "edge-ai-suites-repo/metro-ai-suite/sensor-fusion-for-traffic-management"
-          severity: "HIGH,CRITICAL" 
-          format: "json"  
 
       - name: Build Docker images
         run: |
           ls
-          cd edge-ai-suites-repo/metro-ai-suite/sensor-fusion-for-traffic-management/docker
+          cd metro-ai-suite/sensor-fusion-for-traffic-management/docker
           bash build_docker.sh
           TFCC_IMAGE_ID=$(docker images -q tfcc)
           docker images --format '{{.ID}} {{.Repository}}' | \
             awk -v keep="$TFCC_IMAGE_ID" '$1 != keep {print $1}' | \
             xargs --no-run-if-empty docker rmi -f
           docker system prune -f
-          curl -fsSL https://raw.githubusercontent.com/kou/arrow/e49d8ae15583ceff03237571569099a6ad62be32/ci/scripts/util_free_space.sh | bash
-
-      - name: Free disk space
-        uses: jlumbroso/free-disk-space@54081f138730dfa15788a46383842cd2f914a1be
-        with:
-          tool-cache: true  
-          android: true      
-          dotnet: true  
-          haskell: true  
-          large-packages: true 
-          docker-images: false
-          swap-storage: true 
           
-      - name: Check resources
+      - name: Verify Docker image
         run: |
-          df -h
+          echo "=== Built Docker Image ==="
           docker images
-      - name: Run trivy Scan - tfcc
+          ls
+          echo "=== Image Build Verification Complete ==="
+          
+      - name: Run Trivy Filesystem Scan
+        uses: open-edge-platform/orch-ci/.github/actions/security/trivy@27276444a9bcf247a27369406686b689933bd1ff
+        id: trivy-fs
+        with:
+          scan_type: "fs"  
+          scan-scope: "all"  
+          severity: "HIGH,CRITICAL" 
+          format: "json"
+          scan_target: "metro-ai-suite/sensor-fusion-for-traffic-management/"
+          report_suffix: "-fs-tfcc-CT7"
+
+
+      - name: Run trivy Scan - tfcc (HTML Report)
         uses: open-edge-platform/orch-ci/.github/actions/security/trivy@27276444a9bcf247a27369406686b689933bd1ff
-        id: tfccsample
+        id: tfcc-html
         with:
           scan_type: "image"  
-          scan-scope: all
+          scan-scope: "all"
           scan_target: "tfcc:latest"  
           severity: "HIGH,CRITICAL"  
-          format: "json"  
-          
+          format: "table"
+          report_suffix: "-image-tfcc-html-CT248"
+          generate_sbom: "false"
+
+      - name: Run trivy Scan - tfcc (SPDX SBOM)
+        uses: open-edge-platform/orch-ci/.github/actions/security/trivy@27276444a9bcf247a27369406686b689933bd1ff
+        id: tfcc-spdx
+        with:
+          scan_type: "image"  
+          scan-scope: "all"
+          scan_target: "tfcc:latest"  
+          severity: "HIGH,CRITICAL"  
+          format: "spdx-json"
+          scanners: "vuln"
+          report_suffix: "-image-tfcc-spdx-CT248"
+          generate_sbom: "false"
+
+      - name: Scan Dockerfile with Trivy
+        uses: open-edge-platform/orch-ci/.github/actions/security/trivy@27276444a9bcf247a27369406686b689933bd1ff
+        with:
+          scan_type: "config"
+          scan_target: "metro-ai-suite/sensor-fusion-for-traffic-management/docker/"
+          severity: "HIGH,CRITICAL"
+          format: "json"
+          misconfig_scanners: "dockerfile"
+          report_suffix: "-config-tfcc-CT222"
+
       - name: Upload Report
         uses: actions/upload-artifact@de65e23aa2b7e23d713bb51fbfcb6d502f8667d8
         with:
-          name: trivy-report
-          path: security-results/trivy
+          name: trivy-report-tfcc
+          path: security-results/trivy*
 
   coverity-scan:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-latest
     permissions:
       contents: read
     steps:
 
@@ -25,17 +25,7 @@ jobs:
     steps:
       - uses: actions/checkout@8edcb1bdb4e267140fa742c62e395cd74f332709
         with:
-          path: edge-ai-suites-repo
           persist-credentials: false
-      - name: Run Trivy Filesystem Scan
-        uses: open-edge-platform/orch-ci/.github/actions/security/trivy@27276444a9bcf247a27369406686b689933bd1ff
-        id: trivy-fs
-        with:
-          scan_type: "fs"  
-          scan-scope: "all"
-          scan_target: "edge-ai-suites-repo/metro-ai-suite/video-processing-for-nvr"
-          severity: "HIGH,CRITICAL" 
-          format: "json"  
 
       - name: Build Docker images
         run: |
@@ -47,25 +37,70 @@ jobs:
           sudo apt install intel-vppsdk
           sudo bash /opt/intel/vppsdk/install_vppsdk_dependencies.sh
           source /opt/intel/vppsdk/env.sh
-          cd edge-ai-suites-repo/metro-ai-suite
+          cd metro-ai-suite
           cd video-processing-for-nvr/docker
           bash build_sample.sh
           
-      - name: Run trivy Scan - vppsample
+      - name: Verify Docker image
+        run: |
+          echo "=== Built Docker Image ==="
+          docker images
+          ls
+          echo "=== Image Build Verification Complete ==="
+      - name: Run Trivy Filesystem Scan
+        uses: open-edge-platform/orch-ci/.github/actions/security/trivy@27276444a9bcf247a27369406686b689933bd1ff
+        id: trivy-fs
+        with:
+          scan_type: "fs"  
+          scan-scope: "all"  
+          severity: "HIGH,CRITICAL" 
+          format: "json"
+          scan_target: "metro-ai-suite/video-processing-for-nvr/"
+          report_suffix: "-fs-vpp-CT7"
+
+
+      - name: Run trivy Scan - vpp (HTML Report)
         uses: open-edge-platform/orch-ci/.github/actions/security/trivy@27276444a9bcf247a27369406686b689933bd1ff
-        id: vppsample
+        id: vpp-html
         with:
           scan_type: "image"  
-          scan-scope: all
+          scan-scope: "all"
           scan_target: "vppsample:latest"  
           severity: "HIGH,CRITICAL"  
-          format: "json"  
-          
+          format: "table"
+          report_suffix: "-image-vpp-html-CT248"
+          generate_sbom: "false"
+
+      - name: Run trivy Scan - vpp (SPDX SBOM)
+        uses: open-edge-platform/orch-ci/.github/actions/security/trivy@27276444a9bcf247a27369406686b689933bd1ff
+        id: vpp-spdx
+        with:
+          scan_type: "image"  
+          scan-scope: "all"
+          scan_target: "vppsample:latest"  
+          severity: "HIGH,CRITICAL"  
+          format: "spdx-json"
+          scanners: "vuln"
+          report_suffix: "-image-vpp-spdx-CT248"
+          generate_sbom: "false"
+
+      - name: Scan Dockerfile with Trivy
+        uses: open-edge-platform/orch-ci/.github/actions/security/trivy@27276444a9bcf247a27369406686b689933bd1ff
+        with:
+          scan_type: "config"
+          scan_target: "metro-ai-suite/video-processing-for-nvr/docker/"
+          severity: "HIGH,CRITICAL"
+          format: "json"
+          misconfig_scanners: "dockerfile"
+          report_suffix: "-config-vpp-CT222"
+
       - name: Upload Report
         uses: actions/upload-artifact@de65e23aa2b7e23d713bb51fbfcb6d502f8667d8
         with:
-          name: trivy-report
-          path: security-results/trivy
+          name: trivy-report-vpp
+          path: security-results/trivy*
+
+
 
   coverity-scan:
     runs-on: ubuntu-latest
 
@@ -18,83 +18,84 @@ on:
     - cron: "0 2 * * 0"  # 2 a.m. on Sunday
 
 jobs:   
-
   trivy-scan:
     runs-on: ubuntu-latest
     permissions:
       contents: read
     steps:
       - uses: actions/checkout@8edcb1bdb4e267140fa742c62e395cd74f332709
         with:
-          path: edge-ai-suites-repo
           persist-credentials: false
-      - name: Run Trivy Filesystem Scan
-        uses: open-edge-platform/orch-ci/.github/actions/security/trivy@27276444a9bcf247a27369406686b689933bd1ff
-        id: trivy-fs
-        with:
-          scan_type: "fs"  
-          scan-scope: "all"  
-          severity: "HIGH,CRITICAL" 
-          format: "json"  
-      
+
       - name: Build Docker images
         run: |
-          git clone https://github.com/open-edge-platform/edge-ai-libraries.git
-          cd edge-ai-libraries/microservices
-          docker build -t dataprep-visualdata-milvus:latest -f visual-data-preparation-for-retrieval/milvus/src/Dockerfile .
-          docker build -t retriever-milvus:latest -f vector-retriever/milvus/src/Dockerfile .
-          cd vlm-openvino-serving
-          docker build -t vlm-openvino-serving:latest -f docker/Dockerfile .
-          cd ../../..
-          cd edge-ai-suites-repo
+          # git clone https://github.com/open-edge-platform/edge-ai-libraries.git
+          # cd edge-ai-libraries/microservices
+          # docker build -t dataprep-visualdata-milvus:latest -f visual-data-preparation-for-retrieval/milvus/src/Dockerfile .
+          # docker build -t retriever-milvus:latest -f vector-retriever/milvus/src/Dockerfile .
+          # cd vlm-openvino-serving
+          # docker build -t vlm-openvino-serving:latest -f docker/Dockerfile .
+          # cd ../../..
+          ls
           cd metro-ai-suite
-          ls -R
           docker build -t visual-search-qa-app:latest -f visual-search-question-and-answering/src/Dockerfile .
           
-      - name: Run trivy Scan - dataprep-visualdata-milvus
+      - name: Verify Docker image
+        run: |
+          echo "=== Built Docker Image ==="
+          docker images
+          ls
+          echo "=== Image Build Verification Complete ==="
+      - name: Run Trivy Filesystem Scan
         uses: open-edge-platform/orch-ci/.github/actions/security/trivy@27276444a9bcf247a27369406686b689933bd1ff
-        id: dataprep-visualdata-milvus
+        id: trivy-fs
         with:
-          scan_type: "image"  
-          scan-scope: all
-          scan_target: "dataprep-visualdata-milvus:latest"  
-          severity: "HIGH,CRITICAL"  
-          format: "json"  
+          scan_type: "fs"  
+          scan-scope: "all"  
+          severity: "HIGH,CRITICAL" 
+          format: "json"
+          scan_target: "metro-ai-suite/visual-search-question-and-answering/"
+          report_suffix: "-fs-vqa-CT7"
 
-      - name: Run trivy Scan - retriever-milvus
+      - name: Run trivy Scan -vqa (HTML Report)
         uses: open-edge-platform/orch-ci/.github/actions/security/trivy@27276444a9bcf247a27369406686b689933bd1ff
-        id: retriever-milvus
+        id: vqa-visual-html
         with:
           scan_type: "image"  
-          scan-scope: all
-          scan_target: "retriever-milvus:latest"  
-          severity: "HIGH,CRITICAL"  
-          format: "json"  
-
-      - name: Run trivy Scan - vlm-openvino-serving
+          scan-scope: "all"
+          scan_target: "visual-search-qa-app:latest"  
+          severity: "HIGH,CRITICAL"
+          format: "table"
+          report_suffix: "-image-vqa-visual-html-CT248"
+          generate_sbom: "false"
+          
+      - name: Run trivy Scan - vqa (SPDX SBOM)
         uses: open-edge-platform/orch-ci/.github/actions/security/trivy@27276444a9bcf247a27369406686b689933bd1ff
-        id:  vlm-openvino-serving
+        id: vqa-visual-spdx
         with:
           scan_type: "image"  
-          scan-scope: all
-          scan_target: "vlm-openvino-serving:latest"  
+          scan-scope: "all"
+          scan_target: "visual-search-qa-app:latest"  
           severity: "HIGH,CRITICAL"  
-          format: "json"  
+          format: "spdx-json"
+          scanners: "vuln"
+          report_suffix: "-image-vqa-visual-spdx-CT248"
+          generate_sbom: "false"
 
-      - name: Run trivy Scan - visual-search-qa-app
+      - name: Scan Dockerfile with Trivy
         uses: open-edge-platform/orch-ci/.github/actions/security/trivy@27276444a9bcf247a27369406686b689933bd1ff
-        id:  visual-search-qa-app
         with:
-          scan_type: "image"  
-          scan-scope: all
-          scan_target: "visual-search-qa-app:latest" 
-          severity: "HIGH,CRITICAL"  
-          format: "json"  
-          
+          scan_type: "config"
+          scan_target: "metro-ai-suite/visual-search-question-and-answering/docker/"
+          severity: "HIGH,CRITICAL"
+          format: "json"
+          misconfig_scanners: "dockerfile"
+          report_suffix: "-config-vqa-CT222"
+
       - name: Upload Report
         uses: actions/upload-artifact@de65e23aa2b7e23d713bb51fbfcb6d502f8667d8
         with:
-          name: trivy-report
+          name: trivy-report-vqa
           path: security-results/trivy*
 
   bandit-scan:
@@ -136,4 +137,3 @@ jobs:
           name: clamav-report
           path: security-results/clamav*
 
-
@@ -28,6 +28,8 @@ The basic architecture follows a modular pipeline designed for efficient audio s
 ![High-Level System Diagram](./docs/user-guide/images/architecture.svg)
 
 
+For more information see [How it works](./docs/user-guide/how-it-works.md)
+
 ## Learn More
 
 •	[Release Notes](./docs/user-guide/release-notes.md)
@@ -173,3 +173,13 @@ If you changed the port, adjust the URL accordingly.
   ```
 
   Delete the models folder from `edge-ai-suites/education-ai-suite/smart-classroom/models` and try again.
+
+## Uninstall the Application
+
+To uninstall the application, follow these steps:
+
+1. **Delete the Python virtual environment folder:**
+   Navigate to the directory and remove *education-ai-suite/smartclassroom*
+2. **Remove the models directory:**
+   Remove the models folder located under *education-ai-suite/smart-classroom*.
+