services:
  brain:
    build: .
    container_name: glpi-neural-brain
    restart: unless-stopped
    ports:
      - "8090:8090"
    environment:
      BRAIN_LISTEN_ADDR: ":8090"
      BRAIN_DATA_DIR: /app/data
      BRAIN_KNOWLEDGE_DIRS: /sources/knowledge
      BRAIN_STAGING_DIRS: /sources/staging
      BRAIN_AGENT_RUNS_FILES: /sources/agent-data/runs.jsonl
      OLLAMA_URL: ${OLLAMA_URL:-http://host.docker.internal:11434}
      OLLAMA_CHAT_MODEL: ${OLLAMA_CHAT_MODEL:-qwen3:8b}
      OLLAMA_EMBEDDING_MODEL: ${OLLAMA_EMBEDDING_MODEL:-embeddinggemma}
      BRAIN_AUTO_ENRICH: ${BRAIN_AUTO_ENRICH:-true}
      BRAIN_SCAN_INTERVAL: ${BRAIN_SCAN_INTERVAL:-20s}
      BRAIN_ENRICH_INTERVAL: ${BRAIN_ENRICH_INTERVAL:-90s}
      BRAIN_ENRICH_BATCH_SIZE: ${BRAIN_ENRICH_BATCH_SIZE:-3}
      BRAIN_ENRICH_STEP_DELAY: ${BRAIN_ENRICH_STEP_DELAY:-3s}
      BRAIN_ENRICH_ANCHORS: ${BRAIN_ENRICH_ANCHORS:-48}
      BRAIN_SIMILARITY_THRESHOLD: ${BRAIN_SIMILARITY_THRESHOLD:-0.68}
      BRAIN_RELATION_THRESHOLD: ${BRAIN_RELATION_THRESHOLD:-0.72}
      BRAIN_RESEARCH_ENABLED: ${BRAIN_RESEARCH_ENABLED:-false}
      SEARXNG_URL: ${SEARXNG_URL:-}
      BRAIN_API_KEY: ${BRAIN_API_KEY:-}
    volumes:
      - brain-data:/app/data
      # Adjust the three host paths to your actual project directories.
      - ../glpi-ai-agent/knowledge:/sources/knowledge:ro
      - ../glpi-ai-knowledgebase/staging:/sources/staging:rw
      - ../glpi-ai-agent/data:/sources/agent-data:ro
    extra_hosts:
      - "host.docker.internal:host-gateway"

volumes:
  brain-data: