feat: ML Vector Improvements - Embedding Cache & Performance Optimization

.github/workflows/ci.yml

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+name: CI/CD Pipeline
+
+on:
+  push:
+    branches: [ main, develop ]
+  pull_request:
+    branches: [ main ]
+
+jobs:
+  test-backend:
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v4
+
+    - name: Set up JDK 17
+      uses: actions/setup-java@v4
+      with:
+        java-version: '17'
+        distribution: 'temurin'
+
+    - name: Cache Maven dependencies
+      uses: actions/cache@v3
+      with:
+        path: ~/.m2
+        key: ${{ runner.os }}-m2-${{ hashFiles('**/pom.xml') }}
+        restore-keys: ${{ runner.os }}-m2
+
+    - name: Run backend tests
+      run: |
+        cd backend
+        mvn clean test
+
+    - name: Generate test report
+      uses: dorny/test-reporter@v1
+      if: success() || failure()
+      with:
+        name: Backend Tests
+        path: backend/target/surefire-reports/*.xml
+        reporter: java-junit
+
+  test-frontend:
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v4
+
+    - name: Set up Node.js
+      uses: actions/setup-node@v4
+      with:
+        node-version: '18'
+        cache: 'npm'
+        cache-dependency-path: app/package-lock.json
+
+    - name: Install dependencies
+      run: |
+        cd app
+        npm ci
+
+    - name: Run frontend tests
+      run: |
+        cd app
+        npm run test -- --watchAll=false
+
+    - name: Run linting
+      run: |
+        cd app
+        npm run lint
+
+  build-backend:
+    needs: test-backend
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v4
+
+    - name: Set up JDK 17
+      uses: actions/setup-java@v4
+      with:
+        java-version: '17'
+        distribution: 'temurin'
+
+    - name: Build backend
+      run: |
+        cd backend
+        mvn clean package -DskipTests
+
+    - name: Upload backend artifact
+      uses: actions/upload-artifact@v3
+      with:
+        name: backend-jar
+        path: backend/target/*.jar
+
+  build-frontend:
+    needs: test-frontend
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v4
+
+    - name: Set up Node.js
+      uses: actions/setup-node@v4
+      with:
+        node-version: '18'
+        cache: 'npm'
+        cache-dependency-path: app/package-lock.json
+
+    - name: Install dependencies
+      run: |
+        cd app
+        npm ci
+
+    - name: Build frontend
+      run: |
+        cd app
+        npm run build
+
+    - name: Upload frontend artifact
+      uses: actions/upload-artifact@v3
+      with:
+        name: frontend-build
+        path: app/dist/

.kiro/specs/ml-vector-improvements/.config.kiro

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+{"specId": "3c88a2fa-764f-4bbf-a6fe-98bbbe415d5c", "workflowType": "requirements-first", "specType": "feature"}