diff --git a/.dockerignore b/.dockerignore
index 9f4f3c3..131bf73 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -54,13 +54,6 @@ Dockerfile
 .dockerignore
 docker-compose.yml
 
-# Grafana & Prometheus (not needed in app container)
-grafana/
-prometheus/
-
-# Postman collections
-postman/
-
 # Tests
 tests/
 
diff --git a/.github/actions/setup-python-core/action.yml b/.github/actions/setup-python-core/action.yml
index b01ecff..7caf306 100644
--- a/.github/actions/setup-python-core/action.yml
+++ b/.github/actions/setup-python-core/action.yml
@@ -1,5 +1,5 @@
 name: Setup Python Environment (Core)
-description: Sets up Python with uv and installs core dependencies
+description: Sets up Python with uv and creates a virtual environment
 
 runs:
   using: composite
@@ -13,7 +13,7 @@ runs:
       uses: actions/setup-python@v5
       with:
         python-version-file: ".python-version"
-    - name: Install dependencies
+    - name: Create virtual environment
       run: |
-        uv sync
+        uv venv
       shell: bash
diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
new file mode 100644
index 0000000..32232b4
--- /dev/null
+++ b/.github/workflows/build.yml
@@ -0,0 +1,103 @@
+name: Build
+
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+    branches:
+      - main
+
+jobs:
+  build_wheel:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: ./.github/actions/setup-python-dev
+      - name: Create wheel
+        run: |
+          uv build
+      - name: Inspect wheel contents
+        run: |
+          echo "Wheel contents:"
+          unzip -l dist/python_template_server-*-py3-none-any.whl
+      - name: Upload wheel
+        uses: actions/upload-artifact@v4
+        with:
+          name: python_template_server_wheel
+          path: dist/python_template_server-*-py3-none-any.whl
+
+  verify_structure:
+    runs-on: ubuntu-latest
+    needs: build_wheel
+    steps:
+      - uses: actions/checkout@v4
+      - uses: ./.github/actions/setup-python-core
+
+      - name: Download wheel artifact
+        uses: actions/download-artifact@v4
+        with:
+          name: python_template_server_wheel
+
+      - name: Install wheel
+        run: |
+          PACKAGE_NAME="python_template_server"
+          WHEEL_FILE=$(find . -name "${PACKAGE_NAME}-*-py3-none-any.whl")
+
+          if [ ! -f "$WHEEL_FILE" ]; then
+            echo "Wheel file not found"
+            exit 1
+          fi
+
+          echo "Installing wheel: $WHEEL_FILE"
+          uv pip install "$WHEEL_FILE"
+
+      - name: Verify installed package structure
+        run: |
+          PACKAGE_NAME="python_template_server"
+
+          # Find site-packages directory
+          SITE_PACKAGES=$(find . -name "site-packages" -type d | head -1)
+          echo "Site-packages directory: $SITE_PACKAGES"
+
+          # Check for required directories in site-packages
+          echo "Checking required directories in site-packages..."
+          REQUIRED_DIRS=(
+            "${SITE_PACKAGES}/${PACKAGE_NAME}"
+            "${SITE_PACKAGES}/configuration"
+            "${SITE_PACKAGES}/grafana"
+            "${SITE_PACKAGES}/prometheus"
+          )
+
+          for dir in "${REQUIRED_DIRS[@]}"; do
+            if [ ! -d "$dir" ]; then
+              echo "Required directory not found: $dir"
+              exit 1
+            fi
+          done
+
+          # Check for required files in site-packages
+          echo "Checking required files in site-packages..."
+          REQUIRED_FILES=(
+            "${SITE_PACKAGES}/configuration/config.json"
+            "${SITE_PACKAGES}/README.md"
+            "${SITE_PACKAGES}/LICENSE"
+            "${SITE_PACKAGES}/.here"
+          )
+
+          for file in "${REQUIRED_FILES[@]}"; do
+            if [ ! -f "$file" ]; then
+              echo "Required file not found: $file"
+              exit 1
+            fi
+          done
+
+          # Show directory structure
+          echo "Package structure in site-packages:"
+          tree "${SITE_PACKAGES}/${PACKAGE_NAME}" --dirsfirst -F -L 2
+          echo "Configuration structure:"
+          tree "${SITE_PACKAGES}/configuration" --dirsfirst -F
+          echo "Grafana structure:"
+          tree "${SITE_PACKAGES}/grafana" --dirsfirst -F -L 2
+          echo "Prometheus structure:"
+          tree "${SITE_PACKAGES}/prometheus" --dirsfirst -F
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 16b22e2..6b761c3 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -33,7 +33,7 @@ jobs:
       - name: Check with mypy
         run: |
           uv run -m mypy .
-  test:
+  pytest:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
@@ -41,10 +41,10 @@ jobs:
       - name: Test with pytest
         run: |
           uv run -m pytest --cov-report html --cov-report term
-      - name: Upload coverage report
+      - name: Upload backend coverage report
         uses: actions/upload-artifact@v4
         with:
-          name: coverage-report
+          name: backend-coverage-report
           path: htmlcov
   bandit:
     runs-on: ubuntu-latest
diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
index f4d500a..529c02e 100644
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@@ -7,20 +7,14 @@ on:
   pull_request:
     branches:
       - main
+  workflow_dispatch:
 
 jobs:
-  docker-development:
+  build:
     runs-on: ubuntu-latest
 
     steps:
       - uses: actions/checkout@v4
-      - uses: ./.github/actions/setup-python-core
-
-      - name: Create directories with proper permissions
-        run: |
-          mkdir -p certs logs
-          chmod 777 certs logs
-          sudo chown -R 1000:1000 certs logs
 
       - name: Build and start services with docker compose
         run: |
@@ -35,39 +29,4 @@ jobs:
           port: 443
 
       - name: Stop services
-        run: docker compose down
-
-  docker-production:
-    runs-on: ubuntu-latest
-
-    steps:
-      - uses: actions/checkout@v4
-      - uses: ./.github/actions/setup-python-core
-
-      - name: Create directories with proper permissions
-        run: |
-          mkdir -p certs logs
-          chmod 777 certs logs
-          sudo chown -R 1000:1000 certs logs
-
-      - name: Build production image
-        run: |
-          docker build --build-arg ENV=prod --build-arg PORT=443 -t python-template-server:prod .
-
-      - name: Start services with docker compose
-        env:
-          ENV: prod
-          PORT: 443
-        run: |
-          docker compose up -d
-          sleep 5  # Wait for container to start
-
-      - name: Show server logs
-        run: docker logs python-template-server
-
-      - uses: ./.github/actions/docker-check-containers
-        with:
-          port: 443
-
-      - name: Stop services
-        run: docker compose down
+        run: docker compose --profile cpu down --volumes --remove-orphans
diff --git a/Dockerfile b/Dockerfile
index 4c3ba9e..2ba81be 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,77 +1,83 @@
 # Multi-stage Dockerfile for Python Template Server
 # Stage 1: Build stage - build wheel using uv
-FROM python:3.13-slim AS builder
+FROM python:3.13-slim AS backend-builder
 
 WORKDIR /build
 
 # Install uv
 COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/
 
-# Copy project files
+# Copy backend source files
 COPY python_template_server/ ./python_template_server/
-COPY configuration ./configuration/
+COPY configuration/ ./configuration/
+COPY grafana/ ./grafana/
+COPY prometheus/ ./prometheus/
 COPY pyproject.toml .here LICENSE README.md ./
 
 # Build the wheel
 RUN uv build --wheel
 
-# Stage 2: Runtime stage
+# Stage 3: Runtime stage
 FROM python:3.13-slim
 
-# Build arguments for environment-specific config
-ARG ENV=dev
-ARG PORT=443
-
 WORKDIR /app
 
-# Create non-root user for security
-RUN useradd -m -u 1000 template_server_user && \
-    chown -R template_server_user:template_server_user /app
-
 # Install uv in runtime stage
 COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/
 
-# Copy the built wheel from builder
-COPY --from=builder /build/dist/*.whl /tmp/
+# Copy the built wheel from backend builder
+COPY --from=backend-builder /build/dist/*.whl /tmp/
 
 # Install the wheel
 RUN uv pip install --system --no-cache /tmp/*.whl && \
     rm /tmp/*.whl
 
-# Create configuration directory
-RUN mkdir -p /app/configuration && \
-    chown template_server_user:template_server_user /app/configuration
+# Create required directories
+RUN mkdir -p /app/logs /app/certs
 
-# Copy included files from installed wheel
+# Copy included files from installed wheel to app directory
 RUN SITE_PACKAGES_DIR=$(find /usr/local/lib -name "site-packages" -type d | head -1) && \
+    cp -r "${SITE_PACKAGES_DIR}/configuration" /app/ && \
+    cp -r "${SITE_PACKAGES_DIR}/grafana" /app/ && \
+    cp -r "${SITE_PACKAGES_DIR}/prometheus" /app/ && \
     cp "${SITE_PACKAGES_DIR}/.here" /app/.here && \
-    cp "${SITE_PACKAGES_DIR}/configuration/config.json" /app/configuration/config.json && \
     cp "${SITE_PACKAGES_DIR}/LICENSE" /app/LICENSE && \
     cp "${SITE_PACKAGES_DIR}/README.md" /app/README.md
 
-# Create startup script
+# Create startup script with Ollama model checking
 RUN echo '#!/bin/sh\n\
-    if [ ! -f .env ]; then\n\
+    set -e\n\
+    \n\
+    # Copy monitoring configs to shared volume if they do not exist\n\
+    if [ -d "/monitoring-configs" ]; then\n\
+    echo "Setting up monitoring configurations..."\n\
+    mkdir -p /monitoring-configs/prometheus /monitoring-configs/grafana\n\
+    cp -r /app/prometheus/* /monitoring-configs/prometheus/ 2>/dev/null || true\n\
+    cp -r /app/grafana/* /monitoring-configs/grafana/ 2>/dev/null || true\n\
+    echo "Monitoring configurations ready"\n\
+    fi\n\
+    \n\
+    # Generate API token if needed\n\
+    if [ -z "$API_TOKEN_HASH" ]; then\n\
     echo "Generating new token..."\n\
     generate-new-token\n\
     export $(grep -v "^#" .env | xargs)\n\
     fi\n\
+    \n\
+    # Generate certificates if needed\n\
     if [ ! -f certs/cert.pem ] || [ ! -f certs/key.pem ]; then\n\
     echo "Generating self-signed certificates..."\n\
     generate-certificate\n\
     fi\n\
+    \n\
     exec python-template-server' > /app/start.sh && \
-    chmod +x /app/start.sh && \
-    chown template_server_user:template_server_user /app/start.sh
-
-# Switch to non-root user
-USER template_server_user
+    chmod +x /app/start.sh
 
 # Expose HTTPS port
-EXPOSE $PORT
+EXPOSE 443
 
 # Health check
 HEALTHCHECK --interval=30s --timeout=10s --start-period=5s --retries=3 \
-    CMD python -c "import urllib.request; urllib.request.urlopen('https://localhost:$PORT/api/health', context=__import__('ssl')._create_unverified_context()).read()" || exit 1
+    CMD python -c "import urllib.request; urllib.request.urlopen('https://localhost:443/api/health', context=__import__('ssl')._create_unverified_context()).read()" || exit 1
 
 CMD ["/app/start.sh"]
diff --git a/README.md b/README.md
index 277cffc..d54a832 100644
--- a/README.md
+++ b/README.md
@@ -3,6 +3,7 @@
 [![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)
 [![FastAPI](https://img.shields.io/badge/FastAPI-Latest-009688?style=flat&logo=fastapi&logoColor=white)](https://fastapi.tiangolo.com/)
 [![CI](https://img.shields.io/github/actions/workflow/status/javidahmed64592/python-template-server/ci.yml?branch=main&style=flat-square&label=CI&logo=github)](https://github.com/javidahmed64592/python-template-server/actions/workflows/ci.yml)
+[![Build](https://img.shields.io/github/actions/workflow/status/javidahmed64592/python-template-server/build.yml?branch=main&style=flat-square&label=Build&logo=github)](https://github.com/javidahmed64592/python-template-server/actions/workflows/build.yml)
 [![Docker](https://img.shields.io/github/actions/workflow/status/javidahmed64592/python-template-server/docker.yml?branch=main&style=flat-square&label=Docker&logo=github)](https://github.com/javidahmed64592/python-template-server/actions/workflows/docker.yml)
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
 
diff --git a/docker-compose.yml b/docker-compose.yml
index 260d4a9..5bba485 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,6 +1,7 @@
 services:
+  # Python Template Server
   python-template-server:
-    image: python-template-server:${ENV:-dev}
+    image: ${CYBER_QUERY_AI_IMAGE:-ghcr.io/javidahmed64592/cyber-query-ai:latest}
     build:
       context: .
       dockerfile: Dockerfile
@@ -8,13 +9,12 @@ services:
     ports:
       - "443:443"
     environment:
-      - ENV=${ENV:-dev}
       # Load API token hash from .env file (optional - will be generated if missing)
       - API_TOKEN_HASH=${API_TOKEN_HASH:-}
     volumes:
-      # Persist certificates and logs
-      - ./certs:/app/certs
-      - ./logs:/app/logs
+      - certs:/app/certs
+      - logs:/app/logs
+      - monitoring-configs:/monitoring-configs
     networks:
       - monitoring
     restart: unless-stopped
@@ -38,10 +38,10 @@ services:
     ports:
       - "9090:9090"
     volumes:
-      - ./prometheus/prometheus.yml:/etc/prometheus/prometheus.yml:ro
-      - template-server-prometheus-data:/prometheus
+      - monitoring-configs:/monitoring-configs:ro
+      - prometheus-data:/prometheus
     command:
-      - "--config.file=/etc/prometheus/prometheus.yml"
+      - "--config.file=/monitoring-configs/prometheus/prometheus.yml"
       - "--storage.tsdb.path=/prometheus"
       - "--web.console.libraries=/usr/share/prometheus/console_libraries"
       - "--web.console.templates=/usr/share/prometheus/consoles"
@@ -50,7 +50,8 @@ services:
       - monitoring
     restart: unless-stopped
     depends_on:
-      - python-template-server
+      python-template-server:
+        condition: service_started
 
   # Grafana for metrics visualization
   grafana:
@@ -62,20 +63,26 @@ services:
       - GF_SECURITY_ADMIN_USER=admin
       - GF_SECURITY_ADMIN_PASSWORD=admin
       - GF_INSTALL_PLUGINS=
+      - GF_PATHS_PROVISIONING=/monitoring-configs/grafana/provisioning
     volumes:
-      - ./grafana/provisioning:/etc/grafana/provisioning:ro
-      - ./grafana/dashboards:/var/lib/grafana/dashboards:ro
-      - template-server-grafana-data:/var/lib/grafana
+      - monitoring-configs:/monitoring-configs:ro
+      - grafana-data:/var/lib/grafana
     networks:
       - monitoring
     restart: unless-stopped
     depends_on:
-      - prometheus
+      python-template-server:
+        condition: service_started
+      prometheus:
+        condition: service_started
 
 networks:
   monitoring:
     driver: bridge
 
 volumes:
-  template-server-prometheus-data:
-  template-server-grafana-data:
+  certs:
+  logs:
+  prometheus-data:
+  grafana-data:
+  monitoring-configs:
diff --git a/docs/WORKFLOWS.md b/docs/WORKFLOWS.md
index 1bf6efa..c7da5b6 100644
--- a/docs/WORKFLOWS.md
+++ b/docs/WORKFLOWS.md
@@ -23,7 +23,7 @@ It consists of the following jobs:
 - Setup Python environment with dev dependencies (via custom action)
 - Run mypy type checking with `uv run -m mypy .`
 
-### test
+### pytest
 - Checkout code
 - Setup Python environment with dev dependencies (via custom action)
 - Run pytest with coverage (HTML and terminal reports) using `uv run -m pytest --cov-report html --cov-report term`
@@ -47,26 +47,45 @@ It consists of the following jobs:
 - Setup Python environment with dev dependencies (via custom action)
 - Check version consistency across `pyproject.toml` and `uv.lock`
 
+## Build Workflow
+
+The Build workflow runs on pushes and pull requests to the `main` branch.
+It consists of the following jobs:
+
+### build_wheel
+  - Checkout code
+  - Setup Python environment with dev dependencies (via custom action)
+  - Download frontend build artifact to `static/` directory
+  - Build wheel with `uv build`
+  - Inspect wheel contents for verification
+  - Upload wheel artifact (`python_template_server_wheel`)
+
+### verify_structure
+  - Depends on `build_wheel` job
+  - Checkout code
+  - Setup Python environment (via custom action)
+  - Download wheel artifact
+  - Install wheel using `uv pip install`
+  - Verify installed package structure in site-packages:
+    - `python_template_server/` - Python package
+    - `configuration/` - Server configuration
+    - `grafana/` - Grafana dashboards and provisioning
+    - `prometheus/` - Prometheus configuration
+  - Display directory structure with tree views for verification
+
 ## Docker Workflow
 
-The Docker workflow runs on pushes and pull requests to the `main` branch.
+The Docker workflow runs on pushes, pull requests to the `main` branch, and manual dispatch.
 It consists of the following jobs:
 
-### docker-development
-- Checkout code
-- Install uv with caching and set up Python from `.python-version`
-- Create directories with proper permissions
-- Build and start services with docker compose
-- Show server logs
-- **Health check** using reusable composite action `.github/actions/docker-check-containers` that checks Python Template Server, Prometheus, and Grafana
-- Stop services
-
-### docker-production
-- Checkout code
-- Install uv with caching and set up Python from `.python-version`
-- Create directories with proper permissions
-- Build production image with `ENV=prod` and `PORT=443` build arguments
-- Start services with docker compose using production environment variables
-- Show server logs
-- **Health check** using reusable composite action `.github/actions/docker-check-containers` that checks Python Template Server, Prometheus, and Grafana
-- Stop services
+### build
+  - Checkout code
+  - Setup Python environment with dev dependencies (via custom action)
+  - Build and start services with `docker compose --build -d`
+  - Wait for services to start (5 seconds)
+  - Show server logs from `python-template-server` container
+  - **Health check** using reusable composite action `.github/actions/docker-check-containers`:
+    - Verifies server is running on port 443
+    - Checks Prometheus and Grafana services
+    - Validates Ollama integration
+  - Stop services with full cleanup: `docker compose down --volumes --remove-orphans`
diff --git a/prometheus/prometheus.yml b/prometheus/prometheus.yml
index fa58ec0..8e36acc 100644
--- a/prometheus/prometheus.yml
+++ b/prometheus/prometheus.yml
@@ -4,16 +4,6 @@ global:
   evaluation_interval: 15s
   scrape_timeout: 10s
 
-# Alertmanager configuration (optional, for future use)
-# alerting:
-#   alertmanagers:
-#     - static_configs:
-#         - targets: []
-
-# Load rules once and periodically evaluate them
-# rule_files:
-#   - "alerts.yml"
-
 # Scrape configurations
 scrape_configs:
   - job_name: 'python-template-server'
@@ -23,10 +13,10 @@ scrape_configs:
     static_configs:
       - targets: ['python-template-server:443']
         labels:
-          service: 'template-server-storage'
+          service: 'python-template-server-storage'
           environment: 'prod'
 
-    metrics_path: '/metrics'
+    metrics_path: '/api/metrics'
 
   # Prometheus self-monitoring
   - job_name: 'prometheus'
diff --git a/pyproject.toml b/pyproject.toml
index b0f8a28..ae38ca7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -19,7 +19,7 @@ classifiers = [
 ]
 dependencies = [
     "cryptography>=46.0.3",
-    "fastapi>=0.121.3",
+    "fastapi>=0.125.0",
     "httpx>=0.28.1",
     "prometheus-fastapi-instrumentator>=7.1.0",
     "pydantic>=2.12.4",
@@ -32,14 +32,14 @@ dependencies = [
 [project.optional-dependencies]
 dev = [
     "bandit>=1.9.2",
-    "mypy",
+    "mypy>=1.19.1",
     "pip-audit>=2.10.0",
-    "pre-commit>=4.5.0",
-    "pytest",
-    "pytest-asyncio",
-    "pytest-cov",
-    "ruff",
-    "validate-pyproject",
+    "pre-commit>=4.5.1",
+    "pytest>=8.4.2",
+    "pytest-asyncio>=1.2.0",
+    "pytest-cov>=7.0.0",
+    "ruff>=0.14.2",
+    "validate-pyproject>=0.24.1",
 ]
 
 [project.urls]
@@ -57,6 +57,8 @@ allow-direct-references = true
 include = [
   "python_template_server/**",
   "configuration/**",
+  "grafana/**",
+  "prometheus/**",
   ".here",
   "LICENSE",
   "README.md",
diff --git a/uv.lock b/uv.lock
index 11d8e4d..7865f0f 100644
--- a/uv.lock
+++ b/uv.lock
@@ -363,7 +363,7 @@ wheels = [
 
 [[package]]
 name = "fastapi"
-version = "0.124.2"
+version = "0.125.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "annotated-doc" },
@@ -371,9 +371,9 @@ dependencies = [
     { name = "starlette" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/58/b7/4dbca3f9d847ba9876dcb7098c13a4c6c86ee8db148c923fab78e27748d3/fastapi-0.124.2.tar.gz", hash = "sha256:72e188f01f360e2f59da51c8822cbe4bca210c35daaae6321b1b724109101c00", size = 361867, upload-time = "2025-12-10T12:10:10.676Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/17/71/2df15009fb4bdd522a069d2fbca6007c6c5487fce5cb965be00fc335f1d1/fastapi-0.125.0.tar.gz", hash = "sha256:16b532691a33e2c5dee1dac32feb31dc6eb41a3dd4ff29a95f9487cb21c054c0", size = 370550, upload-time = "2025-12-17T21:41:44.15Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/25/c5/8a5231197b81943b2df126cc8ea2083262e004bee3a39cf85a471392d145/fastapi-0.124.2-py3-none-any.whl", hash = "sha256:6314385777a507bb19b34bd064829fddaea0eea54436deb632b5de587554055c", size = 112711, upload-time = "2025-12-10T12:10:08.855Z" },
+    { url = "https://files.pythonhosted.org/packages/34/2f/ff2fcc98f500713368d8b650e1bbc4a0b3ebcdd3e050dcdaad5f5a13fd7e/fastapi-0.125.0-py3-none-any.whl", hash = "sha256:2570ec4f3aecf5cca8f0428aed2398b774fcdfee6c2116f86e80513f2f86a7a1", size = 112888, upload-time = "2025-12-17T21:41:41.286Z" },
 ]
 
 [[package]]
@@ -387,11 +387,11 @@ wheels = [
 
 [[package]]
 name = "filelock"
-version = "3.20.0"
+version = "3.20.1"
 source = { registry = "https://pypi.org/simple" }
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