oxirs-embed 0.3.0

Knowledge graph embeddings with TransE, ComplEx, and custom models
Documentation 
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# OxiRS Embed — single-node docker-compose stack.
#
# Spins up:
#   - oxirs-embed       (the embedding HTTP service)
#   - prometheus        (scrapes /metrics from oxirs-embed)
#   - grafana           (dashboard import via provisioning)
#
# Usage:
#   docker compose -f deploy/docker-compose.yml up --build
#   open http://localhost:3000  (Grafana, default admin/admin)
#
# This file is meant for local validation, **not** production: there is no
# auth on Grafana, no TLS, no HA.  For production use the Helm chart in
# deploy/helm/oxirs-embed/.

services:
  oxirs-embed:
    build:
      context: ../../..
      dockerfile: ai/oxirs-embed/deploy/Dockerfile
    image: oxirs-embed:local
    container_name: oxirs-embed
    restart: unless-stopped
    environment:
      OXIRS_EMBED_BIND: "0.0.0.0:8080"
      OXIRS_EMBED_METRICS: "0.0.0.0:9090"
      OXIRS_EMBED_LOG: "info,oxirs_embed=debug"
      OXIRS_EMBED_DISTRIBUTED: "false"
      OXIRS_EMBED_NUM_SHARDS: "4"
      OXIRS_EMBED_NUM_WORKERS: "4"
    ports:
      - "8080:8080"      # HTTP API
      - "9090:9090"      # Prometheus scrape endpoint
    volumes:
      - oxirs-embed-data:/var/lib/oxirs-embed
    networks:
      - oxirs-net
    deploy:
      resources:
        limits:
          cpus: "2.0"
          memory: 2G
        reservations:
          cpus: "0.5"
          memory: 512M

  prometheus:
    image: prom/prometheus:v3.0.0
    container_name: oxirs-embed-prometheus
    restart: unless-stopped
    command:
      - "--config.file=/etc/prometheus/prometheus.yml"
      - "--storage.tsdb.retention.time=15d"
    volumes:
      - ./monitoring/prometheus.yml:/etc/prometheus/prometheus.yml:ro
      - prometheus-data:/prometheus
    ports:
      - "9091:9090"
    depends_on:
      - oxirs-embed
    networks:
      - oxirs-net

  grafana:
    image: grafana/grafana:11.5.0
    container_name: oxirs-embed-grafana
    restart: unless-stopped
    environment:
      GF_SECURITY_ADMIN_USER: "admin"
      GF_SECURITY_ADMIN_PASSWORD: "admin"
      GF_USERS_ALLOW_SIGN_UP: "false"
      GF_AUTH_ANONYMOUS_ENABLED: "false"
    volumes:
      - grafana-data:/var/lib/grafana
      - ./monitoring/grafana-dashboard.json:/var/lib/grafana/dashboards/oxirs-embed.json:ro
    ports:
      - "3000:3000"
    depends_on:
      - prometheus
    networks:
      - oxirs-net

volumes:
  oxirs-embed-data:
  prometheus-data:
  grafana-data:

networks:
  oxirs-net:
    driver: bridge