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_URLS: ${OLLAMA_URLS:-http://host.docker.internal:11434}
      OLLAMA_NODE_NAMES: ${OLLAMA_NODE_NAMES:-local-gpu}
      OLLAMA_NODE_WEIGHTS: ${OLLAMA_NODE_WEIGHTS:-1}
      OLLAMA_ROUTING_MODE: ${OLLAMA_ROUTING_MODE:-least_inflight}
      OLLAMA_NODE_MAX_INFLIGHT: ${OLLAMA_NODE_MAX_INFLIGHT:-1}
      OLLAMA_NODE_HEALTH_INTERVAL: ${OLLAMA_NODE_HEALTH_INTERVAL:-15s}
      OLLAMA_NODE_FAILURE_COOLDOWN: ${OLLAMA_NODE_FAILURE_COOLDOWN:-30s}
      OLLAMA_NODE_REQUEST_TIMEOUT: ${OLLAMA_NODE_REQUEST_TIMEOUT:-8m}
      OLLAMA_FAILOVER_ENABLED: ${OLLAMA_FAILOVER_ENABLED:-true}
      OLLAMA_FAILOVER_ATTEMPTS: ${OLLAMA_FAILOVER_ATTEMPTS:-0}
      OLLAMA_REQUIRE_SAME_MODEL_DIGEST: ${OLLAMA_REQUIRE_SAME_MODEL_DIGEST:-true}
      OLLAMA_REQUIRE_EMBEDDING_MODEL: ${OLLAMA_REQUIRE_EMBEDDING_MODEL:-true}
      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_PERSIST_INTERVAL: ${BRAIN_PERSIST_INTERVAL:-5m}
      BRAIN_LEARNING_ENABLED: ${BRAIN_LEARNING_ENABLED:-true}
      BRAIN_THINKING_ENABLED: ${BRAIN_THINKING_ENABLED:-true}
      BRAIN_LEARNING_SOURCES: ${BRAIN_LEARNING_SOURCES:-}
      BRAIN_DISPLAY_SOURCES: ${BRAIN_DISPLAY_SOURCES:-}
      BRAIN_THINKING_SOURCES: ${BRAIN_THINKING_SOURCES:-}
      BRAIN_DEFAULT_VIEW: ${BRAIN_DEFAULT_VIEW:-neural}
      BRAIN_MAX_DISPLAY_NODES: ${BRAIN_MAX_DISPLAY_NODES:-0}
      BRAIN_LOW_POWER_MODE: ${BRAIN_LOW_POWER_MODE:-false}
      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_PROCESSING_MODE: ${BRAIN_PROCESSING_MODE:-precise}
      BRAIN_CLUSTER_HASH_BITS: ${BRAIN_CLUSTER_HASH_BITS:-24}
      BRAIN_CLUSTER_HASH_TABLES: ${BRAIN_CLUSTER_HASH_TABLES:-2}
      BRAIN_CLUSTER_CANDIDATES_PER_ANCHOR: ${BRAIN_CLUSTER_CANDIDATES_PER_ANCHOR:-96}
      BRAIN_CLUSTER_ARTICLE_CANDIDATES: ${BRAIN_CLUSTER_ARTICLE_CANDIDATES:-192}
      BRAIN_CLUSTER_REVIEW_EVIDENCE: ${BRAIN_CLUSTER_REVIEW_EVIDENCE:-8}
      BRAIN_CLUSTER_REVIEW_CONTEXT_CHARS: ${BRAIN_CLUSTER_REVIEW_CONTEXT_CHARS:-8000}
      BRAIN_SIMILARITY_THRESHOLD: ${BRAIN_SIMILARITY_THRESHOLD:-0.68}
      BRAIN_RELATION_THRESHOLD: ${BRAIN_RELATION_THRESHOLD:-0.72}
      BRAIN_ARTICLE_SYNTHESIS_ENABLED: ${BRAIN_ARTICLE_SYNTHESIS_ENABLED:-true}
      BRAIN_ARTICLE_LANGUAGE: ${BRAIN_ARTICLE_LANGUAGE:-de-DE}
      BRAIN_ARTICLE_SYNTHESIS_MODEL: ${BRAIN_ARTICLE_SYNTHESIS_MODEL:-qwen3:8b}
      BRAIN_ARTICLE_REVIEW_MODEL: ${BRAIN_ARTICLE_REVIEW_MODEL:-qwen3:8b}
      BRAIN_ARTICLE_REVIEW_REPAIR_ROUNDS: ${BRAIN_ARTICLE_REVIEW_REPAIR_ROUNDS:-1}
      BRAIN_ARTICLE_MIN_SOURCES: ${BRAIN_ARTICLE_MIN_SOURCES:-3}
      BRAIN_ARTICLE_MAX_SOURCES: ${BRAIN_ARTICLE_MAX_SOURCES:-8}
      BRAIN_ARTICLE_MIN_PRODUCTION_RATIO: ${BRAIN_ARTICLE_MIN_PRODUCTION_RATIO:-0.70}
      BRAIN_ARTICLE_MAX_GENERATION_DEPTH: ${BRAIN_ARTICLE_MAX_GENERATION_DEPTH:-2}
      BRAIN_ARTICLE_MIN_CONFIDENCE: ${BRAIN_ARTICLE_MIN_CONFIDENCE:-0.74}
      BRAIN_ARTICLE_MIN_TEXT_CHARS: ${BRAIN_ARTICLE_MIN_TEXT_CHARS:-180}
      BRAIN_ARTICLE_MIN_ANSWER_CHARS: ${BRAIN_ARTICLE_MIN_ANSWER_CHARS:-420}
      BRAIN_ARTICLE_MAX_RESEARCH_QUERIES: ${BRAIN_ARTICLE_MAX_RESEARCH_QUERIES:-6}
      BRAIN_ARTICLE_RESEARCH_RESULTS: ${BRAIN_ARTICLE_RESEARCH_RESULTS:-12}
      BRAIN_ARTICLE_RESEARCH_ROUNDS: ${BRAIN_ARTICLE_RESEARCH_ROUNDS:-3}
      BRAIN_ARTICLE_RESEARCH_FETCH_RESULTS: ${BRAIN_ARTICLE_RESEARCH_FETCH_RESULTS:-6}
      BRAIN_ARTICLE_RESEARCH_EXPLORATION_RESULTS: ${BRAIN_ARTICLE_RESEARCH_EXPLORATION_RESULTS:-3}
      BRAIN_ARTICLE_RESEARCH_PREFETCH_MIN_RELEVANCE: ${BRAIN_ARTICLE_RESEARCH_PREFETCH_MIN_RELEVANCE:-0.25}
      BRAIN_ARTICLE_RESEARCH_MIN_RELEVANCE: ${BRAIN_ARTICLE_RESEARCH_MIN_RELEVANCE:-0.55}
      BRAIN_ARTICLE_RESEARCH_MIN_QUALITY: ${BRAIN_ARTICLE_RESEARCH_MIN_QUALITY:-0.35}
      BRAIN_ARTICLE_RESEARCH_PAGE_MAX_BYTES: ${BRAIN_ARTICLE_RESEARCH_PAGE_MAX_BYTES:-2097152}
      BRAIN_ARTICLE_RESEARCH_PAGE_MAX_CHARS: ${BRAIN_ARTICLE_RESEARCH_PAGE_MAX_CHARS:-14000}
      BRAIN_ARTICLE_RESEARCH_FETCH_TIMEOUT: ${BRAIN_ARTICLE_RESEARCH_FETCH_TIMEOUT:-20s}
      BRAIN_ARTICLE_RESEARCH_ALLOW_PRIVATE: ${BRAIN_ARTICLE_RESEARCH_ALLOW_PRIVATE:-false}
      BRAIN_RESEARCH_OLLAMA_MAX_INFLIGHT: ${BRAIN_RESEARCH_OLLAMA_MAX_INFLIGHT:-2}
      BRAIN_RESEARCH_OLLAMA_QUEUE_SIZE: ${BRAIN_RESEARCH_OLLAMA_QUEUE_SIZE:-64}
      BRAIN_RESEARCH_DEDUPE_THRESHOLD: ${BRAIN_RESEARCH_DEDUPE_THRESHOLD:-0.92}
      BRAIN_RESEARCH_DEDUPE_TTL: ${BRAIN_RESEARCH_DEDUPE_TTL:-45m}
      BRAIN_TOP_K: ${BRAIN_TOP_K:-8}
      BRAIN_MAX_CONTEXT_CHARS: ${BRAIN_MAX_CONTEXT_CHARS:-16000}
      BRAIN_RESEARCH_ENABLED: ${BRAIN_RESEARCH_ENABLED:-false}
      BRAIN_AUTONOMOUS_RESEARCH_ENABLED: ${BRAIN_AUTONOMOUS_RESEARCH_ENABLED:-false}
      BRAIN_AUTONOMOUS_RESEARCH_IDLE_ONLY: ${BRAIN_AUTONOMOUS_RESEARCH_IDLE_ONLY:-true}
      BRAIN_AUTONOMOUS_RESEARCH_INTERVAL: ${BRAIN_AUTONOMOUS_RESEARCH_INTERVAL:-30m}
      BRAIN_AUTONOMOUS_RESEARCH_TASKS_PER_CYCLE: ${BRAIN_AUTONOMOUS_RESEARCH_TASKS_PER_CYCLE:-1}
      BRAIN_AUTONOMOUS_RESEARCH_MAX_TASKS_PER_DAY: ${BRAIN_AUTONOMOUS_RESEARCH_MAX_TASKS_PER_DAY:-12}
      BRAIN_AUTONOMOUS_RESEARCH_MAX_QUERIES_PER_TASK: ${BRAIN_AUTONOMOUS_RESEARCH_MAX_QUERIES_PER_TASK:-6}
      BRAIN_AUTONOMOUS_RESEARCH_MAX_PAGES_PER_TASK: ${BRAIN_AUTONOMOUS_RESEARCH_MAX_PAGES_PER_TASK:-8}
      BRAIN_AUTONOMOUS_RESEARCH_MAX_ROUNDS: ${BRAIN_AUTONOMOUS_RESEARCH_MAX_ROUNDS:-3}
      BRAIN_AUTONOMOUS_RESEARCH_MIN_PRIORITY: ${BRAIN_AUTONOMOUS_RESEARCH_MIN_PRIORITY:-0.65}
      BRAIN_AUTONOMOUS_RESEARCH_COOLDOWN: ${BRAIN_AUTONOMOUS_RESEARCH_COOLDOWN:-168h}
      BRAIN_AUTONOMOUS_RESEARCH_LEASE: ${BRAIN_AUTONOMOUS_RESEARCH_LEASE:-45m}
      BRAIN_AUTONOMOUS_RESEARCH_MAX_ATTEMPTS: ${BRAIN_AUTONOMOUS_RESEARCH_MAX_ATTEMPTS:-3}
      BRAIN_AUTONOMOUS_RESEARCH_QUERY_TRIGGERS: ${BRAIN_AUTONOMOUS_RESEARCH_QUERY_TRIGGERS:-true}
      BRAIN_AUTONOMOUS_RESEARCH_OPPORTUNITY_LIMIT: ${BRAIN_AUTONOMOUS_RESEARCH_OPPORTUNITY_LIMIT:-8}
      # In Docker, localhost points to this Brain container. Use the SearXNG
      # service name (for example http://searxng:8080) or host.docker.internal.
      SEARXNG_URL: ${SEARXNG_URL:-}
      BRAIN_API_KEY: ${BRAIN_API_KEY:-}
      GLPI_KB_ENABLED: ${GLPI_KB_ENABLED:-false}
      GLPI_URL: ${GLPI_URL:-}
      GLPI_API_VERSION: ${GLPI_API_VERSION:-v2.3}
      GLPI_CLIENT_ID: ${GLPI_CLIENT_ID:-}
      GLPI_CLIENT_SECRET: ${GLPI_CLIENT_SECRET:-}
      GLPI_USERNAME: ${GLPI_USERNAME:-}
      GLPI_PASSWORD: ${GLPI_PASSWORD:-}
      GLPI_ALLOW_INSECURE_HTTP: ${GLPI_ALLOW_INSECURE_HTTP:-false}
      GLPI_TIMEOUT: ${GLPI_TIMEOUT:-20s}
      GLPI_KB_PATH: ${GLPI_KB_PATH:-auto}
      GLPI_KB_FILTER: ${GLPI_KB_FILTER:-}
      GLPI_KB_LIMIT: ${GLPI_KB_LIMIT:-500}
      GLPI_KB_SYNC_INTERVAL: ${GLPI_KB_SYNC_INTERVAL:-10m}
      GLPI_KB_SOURCE: ${GLPI_KB_SOURCE:-GLPI Knowledge Base}
    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: