update ai insight migration for all page

docker-compose.yml

@@ -29,6 +29,38 @@ services:
     ports:
       - "127.0.0.1:15432:5432"
 
+  rag:
+    image: dashboard-cpsp-rag
+    build:
+      context: "./AI Insight"
+      dockerfile: Dockerfile
+    container_name: dashboard-cpsp-rag
+    restart: unless-stopped
+    ports:
+      - "127.0.0.1:5002:5002"
+    environment:
+      RAG_PORT: "5002"
+      HF_HUB_OFFLINE: "1"
+      TRANSFORMERS_OFFLINE: "1"
+      CHROMA_DB_DIR: chroma_db
+      EMBEDDING_MODEL_NAME: sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
+    volumes:
+      # Empty named volume hides image-baked index — run scripts/seed_rag_chroma.* after first up.
+      - rag-chroma:/app/chroma_db
+    networks:
+      - dashboard-cpsp-network
+
+  llm:
+    image: ollama/ollama:latest
+    container_name: dashboard-cpsp-llm
+    restart: unless-stopped
+    ports:
+      - "127.0.0.1:11434:11434"
+    volumes:
+      - llm-ollama:/root/.ollama
+    networks:
+      - dashboard-cpsp-network
+
   api:
     image: dashboard-cpsp-api
     build:
@@ -73,6 +105,10 @@ services:
       PUSAT_BASE_URL: ${PUSAT_BASE_URL:-}
       PUSAT_API_KEY: ${PUSAT_API_KEY:-}
       SITE_API_BASE_URL: ${SITE_API_BASE_URL:-}
+      RAG_SERVICE_URL: ${RAG_SERVICE_URL:-http://rag:5002}
+      OLLAMA_BASE_URL: ${OLLAMA_BASE_URL:-http://llm:11434}
+      LLM_MODEL_NAME: ${LLM_MODEL_NAME:-qwen2.5:3b}
+      LLM_TIMEOUT_SECONDS: ${LLM_TIMEOUT_SECONDS:-1200}
     extra_hosts:
       - "host.docker.internal:host-gateway"
     volumes:
@@ -80,6 +116,10 @@ services:
     depends_on:
       database:
         condition: service_healthy
+      rag:
+        condition: service_started
+      llm:
+        condition: service_started
     networks:
       - dashboard-cpsp-network
     healthcheck:
@@ -171,3 +211,7 @@ volumes:
     driver: local
   api-media:
     driver: local
+  rag-chroma:
+    driver: local
+  llm-ollama:
+    driver: local