HP_query/docker-compose.yml at main · Jujubee-LLM/HP_query · GitHub

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services:
  api:
    build:
      context: ./backend
      dockerfile: Dockerfile
      args:
        PYTHON_VERSION: ${PYTHON_VERSION:-3.11}
    container_name: rag_api
    env_file:
      - .env
    environment:
      - PYTHONUNBUFFERED=1
      - RETRIEVAL_HYBRID_ALPHA=${RETRIEVAL_HYBRID_ALPHA:-0.65}
      - RETRIEVAL_RERANK_ENABLED=${RETRIEVAL_RERANK_ENABLED:-true}
      - RETRIEVAL_RERANK_BASE_URL=${RETRIEVAL_RERANK_BASE_URL:-http://rerank:9001}
      - RETRIEVAL_RERANK_CANDIDATES=${RETRIEVAL_RERANK_CANDIDATES:-32}
      - RETRIEVAL_RERANK_HTTP_TIMEOUT_SECONDS=${RETRIEVAL_RERANK_HTTP_TIMEOUT_SECONDS:-60}
      - RETRIEVAL_EXPAND_ENABLED=${RETRIEVAL_EXPAND_ENABLED:-true}
      - RETRIEVAL_EXPAND_N=${RETRIEVAL_EXPAND_N:-2}
      - RETRIEVAL_MIN_QUERY_TOKEN_OVERLAP=${RETRIEVAL_MIN_QUERY_TOKEN_OVERLAP:-0}
      - RETRIEVAL_SCORE_DELTA=${RETRIEVAL_SCORE_DELTA:-0.20}
      - RETRIEVAL_GAP_THRESHOLD=${RETRIEVAL_GAP_THRESHOLD:-0.18}
      - RAG_MAX_CHUNKS=${RAG_MAX_CHUNKS:-10}
      - RAG_EVIDENCE_CHUNK_MAX_CHARS=${RAG_EVIDENCE_CHUNK_MAX_CHARS:-900}
      - RAG_EVIDENCE_TOTAL_MAX_CHARS=${RAG_EVIDENCE_TOTAL_MAX_CHARS:-10000}
      - RAG_RETRY_ON_ABSTAIN=${RAG_RETRY_ON_ABSTAIN:-true}
    volumes:
      - ./data:/app/data
      - ./storage:/app/storage
    ports:
      - "8000:8000"
    depends_on:
      rerank:
        condition: service_healthy

  web:
    build:
      context: ./web
      dockerfile: Dockerfile
    container_name: rag_web
    env_file:
      - .env
    environment:
      - NODE_ENV=production
      - NEXT_PUBLIC_API_BASE_URL=${NEXT_PUBLIC_API_BASE_URL:-http://localhost:8000}
    ports:
      - "3000:3000"
    depends_on:
      - api

  rerank:
    build:
      context: ./rerank_service
      dockerfile: Dockerfile
    container_name: rag_rerank
    environment:
      - MODEL_ID=${RERANK_MODEL_ID:-BAAI/bge-reranker-base}
      - DEVICE=${RERANK_DEVICE:-cpu}
      - PASSAGE_MAX_CHARS=${RERANK_PASSAGE_MAX_CHARS:-800}
      - BATCH_SIZE=${RERANK_BATCH_SIZE:-16}
      - PRELOAD_MODEL=${RERANK_PRELOAD_MODEL:-true}
      - HF_HOME=/cache/hf
    volumes:
      - ./storage/hf_cache:/cache/hf
    ports:
      - "9001:9001"
    healthcheck:
      test: ["CMD", "python", "-c", "import urllib.request; urllib.request.urlopen('http://localhost:9001/health', timeout=2).read()"]
      interval: 5s
      timeout: 3s
      retries: 30