docker-compose.yml

version: '3.8'

services:
  ollama:
    image: ollama/ollama:latest
    container_name: rag-ollama
    ports:
      - "11434:11434"
    volumes:
      - ollama-data:/root/.ollama
    deploy:
      resources:
        reservations:
          devices:
            - driver: nvidia
              count: all
              capabilities: [gpu]
    networks:
      - rag-network

  ollama-logger:
    build: ./ollama-logger
    container_name: ollama-logger
    ports:
      - "11435:11435"
    env_file:
      - .env
    environment:
      - OLLAMA_HOST=http://rag-ollama:11434
    depends_on:
      - ollama
    networks:
      - rag-network
    restart: unless-stopped

  splunk:
    image: splunk/splunk:latest
    container_name: splunk
    ports:
      - "8001:8000"   # Splunk Web UI (mapped to 8001 to avoid conflict)
      - "8088:8088"   # HEC (HTTP Event Collector)
      - "9997:9997"   # Splunk forwarder
    environment:
      - SPLUNK_START_ARGS=--accept-license
      - SPLUNK_PASSWORD=changeme123
      - SPLUNK_HEC_TOKEN=${SPLUNK_HEC_TOKEN:-00000000-0000-0000-0000-000000000000}
      - SPLUNK_GENERAL_TERMS=--accept-sgt-current-at-splunk-com
    volumes:
      - splunk-data:/opt/splunk/var
      - splunk-etc:/opt/splunk/etc
    networks:
      - rag-network
    restart: unless-stopped

  qdrant:
    image: qdrant/qdrant:latest
    container_name: rag-qdrant
    ports:
      - "6333:6333"  # REST API
      - "6334:6334"  # gRPC API
    volumes:
      - qdrant-data:/qdrant/storage
    networks:
      - rag-network

  rag-app:
    build: ./rag-app
    container_name: rag-application
    ports:
      - "8000:8000"
    volumes:
      - ./documents:/documents
      - ./data:/data
    environment:
      - OLLAMA_HOST=http://rag-ollama:11434
      - QDRANT_HOST=rag-qdrant
      - QDRANT_PORT=6333
    depends_on:
      - ollama
      - qdrant
    networks:
      - rag-network

  searxng:
    image: searxng/searxng:latest
    container_name: searxng
    ports:
      - "8080:8080"
    volumes:
      - ./searxng-config/settings.yml:/etc/searxng/settings.yml:ro
    environment:
      - SEARXNG_BASE_URL=http://searxng:8080
    networks:
      - rag-network

  open-webui:
    image: ghcr.io/open-webui/open-webui:main
    container_name: open-webui
    ports:
      - "3000:8080"
    volumes:
      - open-webui-data:/app/backend/data
    environment:
      - OLLAMA_BASE_URL=http://ollama-logger:11435
      - WEBUI_SECRET_KEY=supersecretkey
      - ENABLE_RAG_WEB_SEARCH=true
      - RAG_EMBEDDING_ENGINE=ollama
      - RAG_EMBEDDING_MODEL=nomic-embed-text
      - RAG_WEB_SEARCH_ENGINE=searxng
      - SEARXNG_QUERY_URL=http://searxng:8080/search?q=<query>
      - RAG_WEB_SEARCH_RESULT_COUNT=3
      - RAG_WEB_SEARCH_CONCURRENT_REQUESTS=10
      - VECTOR_DB=qdrant
      - QDRANT_URI=http://rag-qdrant:6333
    extra_hosts:
      - "host.docker.internal:host-gateway"
    depends_on:
      - ollama
      - ollama-logger
      - qdrant
      - searxng
    networks:
      - rag-network

  jupyter:
    image: jupyter/scipy-notebook:latest
    container_name: jupyter
    ports:
      - "8888:8888"
    volumes:
      - jupyter-data:/home/jovyan/work
      - ./documents:/home/jovyan/documents:ro
    environment:
      - JUPYTER_ENABLE_LAB=yes
      - JUPYTER_TOKEN=mysecrettoken123
      - OLLAMA_HOST=http://rag-ollama:11434
      - QDRANT_HOST=http://rag-qdrant:6333
    networks:
      - rag-network
    restart: unless-stopped


networks:
  rag-network:
    driver: bridge

volumes:
  ollama-data:
  qdrant-data:
  searxng-data:
  open-webui-data:
  jupyter-data:
  splunk-data:
  splunk-etc: