--- a
+++ b/aiagents4pharma/talk2knowledgegraphs/docker-compose.yml
@@ -0,0 +1,104 @@
+#talk2knowledgegraphs
+services:
+  # CPU variant – start with: docker compose --profile cpu up
+  ollama:
+    image: ollama/ollama:latest
+    container_name: ollama-server
+    ports:
+      - "11434:11434"
+    volumes:
+      - ollama_data:/root/.ollama
+    restart: unless-stopped
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:11434/api/version"]
+      interval: 30s
+      timeout: 10s
+      retries: 3
+    entrypoint: ["/bin/sh", "-c"]
+    command: >
+      "ollama serve &
+      sleep 10 &&
+      ollama pull nomic-embed-text &&
+      tail -f /dev/null"
+    networks:
+      - app-network
+    profiles: ["cpu"]
+
+  # NVIDIA GPU variant – start with: docker compose --profile nvidia up
+  ollama-nvidia:
+    image: ollama/ollama:latest
+    container_name: ollama-server-nvidia
+    ports:
+      - "11434:11434"
+    volumes:
+      - ollama_data:/root/.ollama
+    restart: unless-stopped
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:11434/api/version"]
+      interval: 30s
+      timeout: 10s
+      retries: 3
+    entrypoint: ["/bin/sh", "-c"]
+    command: >
+      "ollama serve &
+      sleep 10 &&
+      ollama pull nomic-embed-text &&
+      tail -f /dev/null"
+    deploy:
+      resources:
+        reservations:
+          devices:
+            - driver: nvidia
+              count: all
+              capabilities: [gpu]
+    networks:
+      - app-network
+    profiles: ["nvidia"]
+
+  # AMD GPU variant – start with: docker compose --profile amd up
+  ollama-amd:
+    image: ollama/ollama:rocm
+    container_name: ollama-server-amd
+    ports:
+      - "11434:11434"
+    volumes:
+      - ollama_data:/root/.ollama
+    restart: unless-stopped
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:11434/api/version"]
+      interval: 30s
+      timeout: 10s
+      retries: 3
+    entrypoint: ["/bin/sh", "-c"]
+    command: >
+      "ollama serve &
+      sleep 10 &&
+      ollama pull nomic-embed-text &&
+      tail -f /dev/null"
+    devices:
+      - /dev/kfd
+      - /dev/dri
+    networks:
+      - app-network
+    profiles: ["amd"]
+
+  talk2aiagents4pharma:
+    image: virtualpatientengine/talk2knowledgegraphs:latest
+    container_name: talk2knowledgegraphs
+    ports:
+      - "8501:8501"
+    env_file:
+      - .env
+    restart: unless-stopped
+    networks:
+      - app-network
+
+volumes:
+  ollama_data:
+    name: ollama_data
+    # Uncomment the line below if you want to use an existing volume:
+    # external: true
+
+networks:
+  app-network:
+    name: app-network