diff --git a/.env.example b/.env.example
new file mode 100644
index 0000000..b342015
--- /dev/null
+++ b/.env.example
@@ -0,0 +1,17 @@
+# AI Service Environment Variables
+# Copy this file to .env and modify as needed
+
+# LLM Configuration
+AI_SERVICE_LLM_PROVIDER=openai
+AI_SERVICE_LLM_API_KEY=your-api-key-here
+AI_SERVICE_LLM_BASE_URL=https://api.openai.com/v1
+AI_SERVICE_LLM_MODEL=gpt-4o-mini
+
+# If using DeepSeek
+# AI_SERVICE_LLM_PROVIDER=openai
+# AI_SERVICE_LLM_API_KEY=your-deepseek-api-key
+# AI_SERVICE_LLM_BASE_URL=https://api.deepseek.com/v1
+# AI_SERVICE_LLM_MODEL=deepseek-chat
+
+# Ollama Configuration (optional)
+# AI_SERVICE_OLLAMA_BASE_URL=http://ollama:11434
diff --git a/ai-service-admin/.dockerignore b/ai-service-admin/.dockerignore
new file mode 100644
index 0000000..2cde1db
--- /dev/null
+++ b/ai-service-admin/.dockerignore
@@ -0,0 +1,19 @@
+node_modules
+dist
+
+.env
+.env.local
+.env.*.local
+
+*.log
+
+.idea/
+.vscode/
+*.swp
+*.swo
+
+.git
+.gitignore
+
+*.md
+!README.md
diff --git a/ai-service-admin/Dockerfile b/ai-service-admin/Dockerfile
new file mode 100644
index 0000000..5f5b1ba
--- /dev/null
+++ b/ai-service-admin/Dockerfile
@@ -0,0 +1,22 @@
+# AI Service Admin Frontend Dockerfile
+FROM node:20-alpine AS builder
+
+WORKDIR /app
+
+COPY package*.json ./
+
+RUN npm ci
+
+COPY . .
+
+RUN npm run build
+
+FROM nginx:alpine
+
+COPY --from=builder /app/dist /usr/share/nginx/html
+
+COPY nginx.conf /etc/nginx/conf.d/default.conf
+
+EXPOSE 80
+
+CMD ["nginx", "-g", "daemon off;"]
diff --git a/ai-service-admin/nginx.conf b/ai-service-admin/nginx.conf
new file mode 100644
index 0000000..90a7824
--- /dev/null
+++ b/ai-service-admin/nginx.conf
@@ -0,0 +1,28 @@
+server {
+    listen 80;
+    server_name localhost;
+    root /usr/share/nginx/html;
+    index index.html;
+
+    location / {
+        try_files $uri $uri/ /index.html;
+    }
+
+    location /api/ {
+        proxy_pass http://ai-service:8080/;
+        proxy_http_version 1.1;
+        proxy_set_header Upgrade $http_upgrade;
+        proxy_set_header Connection 'upgrade';
+        proxy_set_header Host $host;
+        proxy_set_header X-Real-IP $remote_addr;
+        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+        proxy_set_header X-Forwarded-Proto $scheme;
+        proxy_cache_bypass $http_upgrade;
+        proxy_read_timeout 300s;
+        proxy_connect_timeout 75s;
+    }
+
+    gzip on;
+    gzip_types text/plain text/css application/json application/javascript text/xml application/xml application/xml+rss text/javascript;
+    gzip_min_length 1000;
+}
diff --git a/ai-service/.dockerignore b/ai-service/.dockerignore
new file mode 100644
index 0000000..980a2b5
--- /dev/null
+++ b/ai-service/.dockerignore
@@ -0,0 +1,53 @@
+__pycache__
+*.py[cod]
+*$py.class
+*.so
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+
+.pytest_cache
+.coverage
+htmlcov/
+.tox/
+.hypothesis/
+
+.mypy_cache/
+.ruff_cache/
+
+.env
+.env.local
+.env.*.local
+
+*.log
+*.pot
+*.pyc
+
+.idea/
+.vscode/
+*.swp
+*.swo
+
+tests/
+scripts/
+*.md
+!README.md
+
+.git
+.gitignore
+.gitea
+
+check_qdrant.py
diff --git a/ai-service/Dockerfile b/ai-service/Dockerfile
new file mode 100644
index 0000000..251933e
--- /dev/null
+++ b/ai-service/Dockerfile
@@ -0,0 +1,32 @@
+# AI Service Backend Dockerfile
+FROM python:3.11-slim AS builder
+
+WORKDIR /app
+
+RUN pip install --no-cache-dir uv
+
+COPY pyproject.toml .
+
+RUN uv pip install --system --no-cache-dir .
+
+FROM python:3.11-slim
+
+WORKDIR /app
+
+RUN groupadd -r appgroup && useradd -r -g appgroup appuser
+
+COPY --from=builder /usr/local/lib/python3.11/site-packages /usr/local/lib/python3.11/site-packages
+COPY --from=builder /usr/local/bin /usr/local/bin
+
+COPY app ./app
+
+RUN chown -R appuser:appgroup /app
+
+USER appuser
+
+EXPOSE 8080
+
+ENV PYTHONUNBUFFERED=1
+ENV PYTHONDONTWRITEBYTECODE=1
+
+CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "8080"]
diff --git a/docker-compose.yaml b/docker-compose.yaml
new file mode 100644
index 0000000..3db3ecb
--- /dev/null
+++ b/docker-compose.yaml
@@ -0,0 +1,88 @@
+version: '3.8'
+
+services:
+  ai-service:
+    build:
+      context: ./ai-service
+      dockerfile: Dockerfile
+    container_name: ai-service
+    restart: unless-stopped
+    ports:
+      - "8080:8080"
+    environment:
+      - AI_SERVICE_DEBUG=false
+      - AI_SERVICE_LOG_LEVEL=INFO
+      - AI_SERVICE_DATABASE_URL=postgresql+asyncpg://postgres:postgres@postgres:5432/ai_service
+      - AI_SERVICE_QDRANT_URL=http://qdrant:6333
+      - AI_SERVICE_LLM_PROVIDER=${AI_SERVICE_LLM_PROVIDER:-openai}
+      - AI_SERVICE_LLM_API_KEY=${AI_SERVICE_LLM_API_KEY:-}
+      - AI_SERVICE_LLM_BASE_URL=${AI_SERVICE_LLM_BASE_URL:-https://api.openai.com/v1}
+      - AI_SERVICE_LLM_MODEL=${AI_SERVICE_LLM_MODEL:-gpt-4o-mini}
+      - AI_SERVICE_OLLAMA_BASE_URL=${AI_SERVICE_OLLAMA_BASE_URL:-http://ollama:11434}
+    depends_on:
+      postgres:
+        condition: service_healthy
+      qdrant:
+        condition: service_started
+    networks:
+      - ai-network
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:8080/health"]
+      interval: 30s
+      timeout: 10s
+      retries: 3
+      start_period: 40s
+
+  ai-service-admin:
+    build:
+      context: ./ai-service-admin
+      dockerfile: Dockerfile
+    container_name: ai-service-admin
+    restart: unless-stopped
+    ports:
+      - "3000:80"
+    depends_on:
+      - ai-service
+    networks:
+      - ai-network
+
+  postgres:
+    image: postgres:15-alpine
+    container_name: ai-postgres
+    restart: unless-stopped
+    environment:
+      - POSTGRES_USER=postgres
+      - POSTGRES_PASSWORD=postgres
+      - POSTGRES_DB=ai_service
+    volumes:
+      - postgres_data:/var/lib/postgresql/data
+      - ./ai-service/scripts/init_db.sql:/docker-entrypoint-initdb.d/init_db.sql:ro
+    ports:
+      - "5432:5432"
+    networks:
+      - ai-network
+    healthcheck:
+      test: ["CMD-SHELL", "pg_isready -U postgres -d ai_service"]
+      interval: 10s
+      timeout: 5s
+      retries: 5
+
+  qdrant:
+    image: qdrant/qdrant:latest
+    container_name: ai-qdrant
+    restart: unless-stopped
+    ports:
+      - "6333:6333"
+      - "6334:6334"
+    volumes:
+      - qdrant_data:/qdrant/storage
+    networks:
+      - ai-network
+
+networks:
+  ai-network:
+    driver: bridge
+
+volumes:
+  postgres_data:
+  qdrant_data: