2e0f8632f8
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Feature 1: Handschrift entfernen via OCR-Pipeline Session
- services/handwriting_detection.py: _detect_pencil() + target_ink Parameter
("all" | "colored" | "pencil") für gezielte Tinten-Erkennung
- ocr_pipeline_session_store.py: clean_png + handwriting_removal_meta Spalten
(idempotentes ALTER TABLE in init_ocr_pipeline_tables)
- ocr_pipeline_api.py: POST /sessions/{id}/remove-handwriting Endpoint
+ "clean" zu valid_types für Image-Serving hinzugefügt
Feature 2: Klausur-HTR (Hochwertige Handschriftenerkennung)
- handwriting_htr_api.py: Neuer Router /api/v1/htr/recognize + /recognize-session
Primary: qwen2.5vl:32b via Ollama, Fallback: trocr-large-handwritten
- services/trocr_service.py: size Parameter (base | large) für get_trocr_model()
+ run_trocr_ocr() - unterstützt jetzt trocr-large-handwritten
- main.py: HTR Router registriert
Config:
- docker-compose.yml: OLLAMA_HTR_MODEL, HTR_FALLBACK_MODEL
- .env.example: HTR Env-Vars dokumentiert
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
477 lines
16 KiB
YAML
477 lines
16 KiB
YAML
# =========================================================
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# BreakPilot Lehrer — KI-Lehrerplattform
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# =========================================================
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# Voraussetzung: breakpilot-core muss laufen!
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# Start: docker compose up -d
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# =========================================================
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networks:
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breakpilot-network:
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external: true
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name: breakpilot-network
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volumes:
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klausur_uploads:
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eh_uploads:
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ocr_labeling:
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paddle_models:
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lighton_models:
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paddleocr_models:
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transcription_models:
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transcription_temp:
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lehrer_backend_data:
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opensearch_data:
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services:
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# =========================================================
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# CORE HEALTH CHECK — wartet auf Core-Infrastruktur
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# =========================================================
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core-health-check:
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image: curlimages/curl:latest
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container_name: bp-lehrer-core-wait
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command: >
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sh -c "
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echo 'Waiting for Core infrastructure...'
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until curl -sf http://bp-core-health:8099/health; do
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echo 'Core not ready, waiting 5s...'
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sleep 5
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done
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echo 'Core is healthy!'
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"
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restart: "no"
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networks:
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- breakpilot-network
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# =========================================================
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# FRONTEND
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# =========================================================
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admin-lehrer:
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build:
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context: ./admin-lehrer
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dockerfile: Dockerfile
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args:
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NEXT_PUBLIC_API_URL: ${NEXT_PUBLIC_API_URL:-https://macmini:8001}
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NEXT_PUBLIC_OLD_ADMIN_URL: ${NEXT_PUBLIC_OLD_ADMIN_URL:-http://macmini:3000/admin}
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NEXT_PUBLIC_KLAUSUR_SERVICE_URL: ${NEXT_PUBLIC_KLAUSUR_SERVICE_URL:-https://macmini:8086}
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NEXT_PUBLIC_VOICE_SERVICE_URL: ${NEXT_PUBLIC_VOICE_SERVICE_URL:-wss://macmini:8091}
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container_name: bp-lehrer-admin
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platform: linux/arm64
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expose:
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- "3000"
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volumes:
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- /var/run/docker.sock:/var/run/docker.sock:ro
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- lehrer_backend_data:/app/data
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environment:
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NODE_ENV: production
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BACKEND_URL: http://backend-lehrer:8001
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CONSENT_SERVICE_URL: http://bp-core-consent-service:8081
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KLAUSUR_SERVICE_URL: http://klausur-service:8086
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OLLAMA_URL: ${OLLAMA_URL:-http://host.docker.internal:11434}
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WOODPECKER_URL: http://bp-core-woodpecker-server:8000
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WOODPECKER_TOKEN: ${WOODPECKER_TOKEN:-}
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extra_hosts:
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- "host.docker.internal:host-gateway"
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depends_on:
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core-health-check:
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condition: service_completed_successfully
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backend-lehrer:
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condition: service_started
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restart: unless-stopped
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networks:
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- breakpilot-network
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studio-v2:
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build:
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context: ./studio-v2
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dockerfile: Dockerfile
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args:
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NEXT_PUBLIC_VOICE_SERVICE_URL: ${NEXT_PUBLIC_VOICE_SERVICE_URL:-wss://macmini:8091}
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NEXT_PUBLIC_KLAUSUR_SERVICE_URL: ${NEXT_PUBLIC_KLAUSUR_SERVICE_URL:-https://macmini:8086}
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container_name: bp-lehrer-studio-v2
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platform: linux/arm64
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ports:
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- "3001:3001"
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- "3004:3001"
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environment:
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NODE_ENV: production
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BACKEND_URL: http://backend-lehrer:8001
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depends_on:
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- backend-lehrer
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restart: unless-stopped
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networks:
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- breakpilot-network
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website:
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build:
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context: ./website
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dockerfile: Dockerfile
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args:
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NEXT_PUBLIC_BILLING_API_URL: ${NEXT_PUBLIC_BILLING_API_URL:-https://macmini:8083}
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NEXT_PUBLIC_APP_URL: ${NEXT_PUBLIC_APP_URL:-https://macmini}
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NEXT_PUBLIC_KLAUSUR_SERVICE_URL: ${NEXT_PUBLIC_KLAUSUR_SERVICE_URL:-https://macmini:8086}
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NEXT_PUBLIC_VOICE_SERVICE_URL: ${NEXT_PUBLIC_VOICE_SERVICE_URL:-wss://macmini:8091}
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NEXT_PUBLIC_STRIPE_PUBLISHABLE_KEY: ${NEXT_PUBLIC_STRIPE_PUBLISHABLE_KEY:-}
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container_name: bp-lehrer-website
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platform: linux/arm64
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expose:
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- "3000"
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environment:
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NODE_ENV: production
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VAST_API_KEY: ${VAST_API_KEY:-}
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CONTROL_API_KEY: ${CONTROL_API_KEY:-}
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BACKEND_URL: http://backend-lehrer:8001
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CONSENT_SERVICE_URL: http://bp-core-consent-service:8081
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EDU_SEARCH_URL: ${EDU_SEARCH_URL:-}
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EDU_SEARCH_API_KEY: ${EDU_SEARCH_API_KEY:-}
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WOODPECKER_URL: http://bp-core-woodpecker-server:8000
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WOODPECKER_TOKEN: ${WOODPECKER_TOKEN:-}
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depends_on:
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- backend-lehrer
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restart: unless-stopped
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networks:
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- breakpilot-network
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# =========================================================
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# BACKEND
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# =========================================================
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backend-lehrer:
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build:
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context: ./backend-lehrer
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dockerfile: Dockerfile
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container_name: bp-lehrer-backend
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user: "0:0"
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platform: linux/arm64
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expose:
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- "8001"
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volumes:
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- /var/run/docker.sock:/var/run/docker.sock:ro
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- lehrer_backend_data:/app/data
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environment:
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PORT: 8001
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DATABASE_URL: postgresql+asyncpg://${POSTGRES_USER:-breakpilot}:${POSTGRES_PASSWORD:-breakpilot123}@bp-core-postgres:5432/${POSTGRES_DB:-breakpilot_db}?options=-csearch_path%3Dlehrer,core,public
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JWT_SECRET: ${JWT_SECRET:-your-super-secret-jwt-key-change-in-production}
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ENVIRONMENT: ${ENVIRONMENT:-development}
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CONSENT_SERVICE_URL: http://bp-core-consent-service:8081
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KLAUSUR_SERVICE_URL: http://klausur-service:8086
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TROCR_SERVICE_URL: http://paddleocr-service:8095
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CAMUNDA_URL: http://bp-core-camunda:8080
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VALKEY_URL: redis://bp-core-valkey:6379/0
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SESSION_TTL_HOURS: ${SESSION_TTL_HOURS:-24}
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ANTHROPIC_API_KEY: ${ANTHROPIC_API_KEY:-}
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DEBUG: ${DEBUG:-false}
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ALERTS_AGENT_ENABLED: ${ALERTS_AGENT_ENABLED:-false}
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VAULT_ADDR: http://bp-core-vault:8200
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VAULT_TOKEN: ${VAULT_TOKEN:-breakpilot-dev-token}
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USE_VAULT_SECRETS: ${USE_VAULT_SECRETS:-false}
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VAST_API_KEY: ${VAST_API_KEY:-}
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VAST_INSTANCE_ID: ${VAST_INSTANCE_ID:-}
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CONTROL_API_KEY: ${CONTROL_API_KEY:-}
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OLLAMA_BASE_URL: ${OLLAMA_BASE_URL:-http://host.docker.internal:11434}
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OLLAMA_ENABLED: ${OLLAMA_ENABLED:-true}
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OLLAMA_DEFAULT_MODEL: ${OLLAMA_DEFAULT_MODEL:-llama3.2}
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OLLAMA_VISION_MODEL: ${OLLAMA_VISION_MODEL:-llama3.2-vision}
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OLLAMA_CORRECTION_MODEL: ${OLLAMA_CORRECTION_MODEL:-llama3.2}
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OLLAMA_TIMEOUT: ${OLLAMA_TIMEOUT:-120}
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GAME_USE_DATABASE: ${GAME_USE_DATABASE:-true}
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GAME_REQUIRE_AUTH: ${GAME_REQUIRE_AUTH:-false}
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GAME_REQUIRE_BILLING: ${GAME_REQUIRE_BILLING:-false}
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GAME_LLM_MODEL: ${GAME_LLM_MODEL:-llama3.2}
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SMTP_HOST: ${SMTP_HOST:-bp-core-mailpit}
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SMTP_PORT: ${SMTP_PORT:-1025}
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SMTP_USERNAME: ${SMTP_USERNAME:-}
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SMTP_PASSWORD: ${SMTP_PASSWORD:-}
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SMTP_FROM_NAME: ${SMTP_FROM_NAME:-BreakPilot}
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SMTP_FROM_ADDR: ${SMTP_FROM_ADDR:-noreply@breakpilot.app}
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RAG_SERVICE_URL: http://bp-core-rag-service:8097
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extra_hosts:
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- "host.docker.internal:host-gateway"
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- "mac-mini:192.168.178.163"
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depends_on:
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core-health-check:
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condition: service_completed_successfully
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restart: unless-stopped
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networks:
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- breakpilot-network
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# =========================================================
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# MICROSERVICES
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# =========================================================
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klausur-service:
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build:
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context: ./klausur-service
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dockerfile: Dockerfile
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container_name: bp-lehrer-klausur-service
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platform: linux/arm64
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expose:
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- "8086"
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volumes:
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- klausur_uploads:/app/uploads
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- eh_uploads:/app/eh-uploads
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- ocr_labeling:/app/ocr-labeling
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- paddle_models:/root/.paddlex
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- lighton_models:/root/.cache/huggingface
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environment:
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JWT_SECRET: ${JWT_SECRET:-your-super-secret-jwt-key-change-in-production}
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BACKEND_URL: http://backend-lehrer:8001
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SCHOOL_SERVICE_URL: http://school-service:8084
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ENVIRONMENT: ${ENVIRONMENT:-development}
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DATABASE_URL: postgresql://${POSTGRES_USER:-breakpilot}:${POSTGRES_PASSWORD:-breakpilot123}@bp-core-postgres:5432/${POSTGRES_DB:-breakpilot_db}
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EMBEDDING_SERVICE_URL: http://bp-core-embedding-service:8087
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QDRANT_URL: http://bp-core-qdrant:6333
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MINIO_ENDPOINT: bp-core-minio:9000
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MINIO_ACCESS_KEY: ${MINIO_ROOT_USER:-breakpilot}
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MINIO_SECRET_KEY: ${MINIO_ROOT_PASSWORD:-breakpilot123}
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MINIO_BUCKET: ${MINIO_BUCKET:-breakpilot-rag}
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MINIO_SECURE: "false"
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PADDLEOCR_SERVICE_URL: http://paddleocr-service:8095
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VAULT_ADDR: http://bp-core-vault:8200
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VAULT_TOKEN: ${VAULT_TOKEN:-breakpilot-dev-token}
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ANTHROPIC_API_KEY: ${ANTHROPIC_API_KEY:-}
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OLLAMA_BASE_URL: ${OLLAMA_BASE_URL:-http://host.docker.internal:11434}
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OLLAMA_ENABLED: ${OLLAMA_ENABLED:-true}
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OLLAMA_DEFAULT_MODEL: ${OLLAMA_DEFAULT_MODEL:-llama3.2}
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OLLAMA_VISION_MODEL: ${OLLAMA_VISION_MODEL:-llama3.2-vision}
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OLLAMA_CORRECTION_MODEL: ${OLLAMA_CORRECTION_MODEL:-llama3.2}
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OLLAMA_REVIEW_MODEL: ${OLLAMA_REVIEW_MODEL:-qwen3:0.6b}
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OLLAMA_REVIEW_BATCH_SIZE: ${OLLAMA_REVIEW_BATCH_SIZE:-20}
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OCR_ENGINE: ${OCR_ENGINE:-auto}
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OLLAMA_HTR_MODEL: ${OLLAMA_HTR_MODEL:-qwen2.5vl:32b}
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HTR_FALLBACK_MODEL: ${HTR_FALLBACK_MODEL:-trocr-large}
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RAG_SERVICE_URL: http://bp-core-rag-service:8097
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extra_hosts:
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- "host.docker.internal:host-gateway"
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depends_on:
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core-health-check:
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condition: service_completed_successfully
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school-service:
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condition: service_started
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healthcheck:
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test: ["CMD", "curl", "-f", "http://127.0.0.1:8086/health"]
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interval: 30s
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timeout: 30s
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retries: 3
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start_period: 10s
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restart: unless-stopped
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networks:
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- breakpilot-network
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school-service:
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build:
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context: ./school-service
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dockerfile: Dockerfile
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container_name: bp-lehrer-school-service
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platform: linux/arm64
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ports:
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- "8084:8084"
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environment:
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DATABASE_URL: postgresql://${POSTGRES_USER:-breakpilot}:${POSTGRES_PASSWORD:-breakpilot123}@bp-core-postgres:5432/${POSTGRES_DB:-breakpilot_db}
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JWT_SECRET: ${JWT_SECRET:-your-super-secret-jwt-key-change-in-production}
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PORT: 8084
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ENVIRONMENT: ${ENVIRONMENT:-development}
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ALLOWED_ORIGINS: "*"
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LLM_GATEWAY_URL: http://backend-lehrer:8001/llm
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depends_on:
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core-health-check:
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condition: service_completed_successfully
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restart: unless-stopped
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networks:
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- breakpilot-network
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paddleocr-service:
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build:
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context: ./paddleocr-service
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dockerfile: Dockerfile
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container_name: bp-lehrer-paddleocr
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profiles: [ocr]
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platform: linux/amd64
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expose:
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- "8095"
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environment:
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PADDLE_PDX_DISABLE_MODEL_SOURCE_CHECK: "True"
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volumes:
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- paddleocr_models:/root/.paddlex
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- paddleocr_models:/root/.paddleocr
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healthcheck:
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test: ["CMD", "curl", "-f", "http://127.0.0.1:8095/health"]
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interval: 30s
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timeout: 60s
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start_period: 180s
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retries: 5
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restart: unless-stopped
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networks:
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- breakpilot-network
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breakpilot-drive:
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build:
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context: ./breakpilot-drive
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dockerfile: Dockerfile
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container_name: bp-lehrer-drive
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ports:
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- "3001:3001"
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environment:
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API_BASE_URL: http://backend-lehrer:8001
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GAME_REQUIRE_AUTH: ${GAME_REQUIRE_AUTH:-false}
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GAME_ENABLE_LEADERBOARDS: ${GAME_ENABLE_LEADERBOARDS:-true}
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depends_on:
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- backend-lehrer
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healthcheck:
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test: ["CMD", "wget", "-q", "--spider", "http://127.0.0.1:3001/health.json"]
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interval: 30s
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timeout: 10s
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retries: 3
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profiles:
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- game
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restart: unless-stopped
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networks:
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- breakpilot-network
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agent-core:
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build:
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context: ./agent-core
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dockerfile: Dockerfile
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container_name: bp-lehrer-agent-core
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profiles: [dev]
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platform: linux/arm64
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environment:
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BACKEND_URL: http://backend-lehrer:8001
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OLLAMA_BASE_URL: ${OLLAMA_BASE_URL:-http://host.docker.internal:11434}
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extra_hosts:
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- "host.docker.internal:host-gateway"
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depends_on:
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- backend-lehrer
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restart: unless-stopped
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networks:
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- breakpilot-network
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transcription-worker:
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build:
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context: ./backend-lehrer
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dockerfile: Dockerfile.worker
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container_name: bp-lehrer-transcription-worker
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volumes:
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- transcription_models:/root/.cache/huggingface
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- transcription_temp:/tmp/transcriptions
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environment:
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DATABASE_URL: postgresql://${POSTGRES_USER:-breakpilot}:${POSTGRES_PASSWORD:-breakpilot123}@bp-core-postgres:5432/${POSTGRES_DB:-breakpilot_db}
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REDIS_URL: redis://bp-core-valkey:6379/0
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WHISPER_MODEL: ${WHISPER_MODEL:-base}
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WHISPER_DEVICE: ${WHISPER_DEVICE:-cpu}
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WHISPER_COMPUTE_TYPE: ${WHISPER_COMPUTE_TYPE:-int8}
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PYANNOTE_AUTH_TOKEN: ${PYANNOTE_AUTH_TOKEN:-}
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MINIO_ENDPOINT: bp-core-minio:9000
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MINIO_ACCESS_KEY: ${MINIO_ROOT_USER:-breakpilot}
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MINIO_SECRET_KEY: ${MINIO_ROOT_PASSWORD:-breakpilot123}
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MINIO_BUCKET: ${MINIO_BUCKET:-breakpilot-recordings}
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MINIO_SECURE: "false"
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TZ: ${TZ:-Europe/Berlin}
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deploy:
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resources:
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limits:
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memory: 8G
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reservations:
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memory: 4G
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depends_on:
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core-health-check:
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condition: service_completed_successfully
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profiles:
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- recording
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restart: unless-stopped
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networks:
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- breakpilot-network
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# =========================================================
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# EDU SEARCH
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# =========================================================
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opensearch:
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image: opensearchproject/opensearch:2.11.1
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container_name: bp-lehrer-opensearch
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environment:
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- cluster.name=edu-search-cluster
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- node.name=opensearch-node1
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- discovery.type=single-node
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- bootstrap.memory_lock=true
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- "OPENSEARCH_JAVA_OPTS=-Xms512m -Xmx512m"
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- OPENSEARCH_INITIAL_ADMIN_PASSWORD=${OPENSEARCH_PASSWORD:-Admin123!}
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- plugins.security.disabled=true
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ulimits:
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memlock:
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soft: -1
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hard: -1
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nofile:
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soft: 65536
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hard: 65536
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volumes:
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- opensearch_data:/usr/share/opensearch/data
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healthcheck:
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test: ["CMD-SHELL", "curl -s http://localhost:9200 >/dev/null || exit 1"]
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interval: 30s
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timeout: 10s
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retries: 5
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start_period: 60s
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restart: unless-stopped
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networks:
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- breakpilot-network
|
|
|
|
edu-search-service:
|
|
build:
|
|
context: ./edu-search-service
|
|
dockerfile: Dockerfile
|
|
container_name: bp-lehrer-edu-search
|
|
platform: linux/arm64
|
|
expose:
|
|
- "8088"
|
|
environment:
|
|
PORT: 8088
|
|
OPENSEARCH_URL: http://opensearch:9200
|
|
OPENSEARCH_USERNAME: admin
|
|
OPENSEARCH_PASSWORD: ${OPENSEARCH_PASSWORD:-Admin123!}
|
|
INDEX_NAME: bp_documents_v1
|
|
EDU_SEARCH_API_KEY: ${EDU_SEARCH_API_KEY:-}
|
|
USER_AGENT: "BreakpilotEduCrawler/1.0 (+contact: security@breakpilot.com)"
|
|
RATE_LIMIT_PER_SEC: "0.2"
|
|
MAX_DEPTH: "4"
|
|
MAX_PAGES_PER_RUN: "500"
|
|
DB_HOST: bp-core-postgres
|
|
DB_PORT: "5432"
|
|
DB_USER: ${POSTGRES_USER:-breakpilot}
|
|
DB_PASSWORD: ${POSTGRES_PASSWORD:-breakpilot123}
|
|
DB_NAME: ${POSTGRES_DB:-breakpilot_db}
|
|
DB_SSLMODE: disable
|
|
STAFF_CRAWLER_EMAIL: crawler@breakpilot.de
|
|
depends_on:
|
|
core-health-check:
|
|
condition: service_completed_successfully
|
|
opensearch:
|
|
condition: service_healthy
|
|
healthcheck:
|
|
test: ["CMD", "wget", "--no-verbose", "--tries=1", "--spider", "http://localhost:8088/v1/health"]
|
|
interval: 30s
|
|
timeout: 3s
|
|
start_period: 10s
|
|
retries: 3
|
|
restart: unless-stopped
|
|
networks:
|
|
- breakpilot-network
|
|
|
|
# =========================================================
|
|
# DOCUMENTATION
|
|
# =========================================================
|
|
docs:
|
|
build:
|
|
context: .
|
|
dockerfile: docs-src/Dockerfile
|
|
container_name: bp-lehrer-docs
|
|
profiles: [docs]
|
|
platform: linux/arm64
|
|
ports:
|
|
- "8010:80"
|
|
healthcheck:
|
|
test: ["CMD", "wget", "-q", "--spider", "http://127.0.0.1:80/"]
|
|
interval: 30s
|
|
timeout: 10s
|
|
retries: 3
|
|
restart: unless-stopped
|
|
networks:
|
|
- breakpilot-network
|