compose_dynamic_batching.yaml

# Copyright (C) 2024 Intel Corporation
# SPDX-License-Identifier: Apache-2.0

services:
  redis-vector-db:
    image: redis/redis-stack:7.2.0-v9
    container_name: redis-vector-db
    ports:
      - "6379:6379"
      - "8001:8001"
  dataprep-redis-service:
    image: ${REGISTRY:-opea}/dataprep-redis:${TAG:-latest}
    container_name: dataprep-redis-server
    depends_on:
      - redis-vector-db
    ports:
      - "6007:6007"
    environment:
      no_proxy: ${no_proxy}
      http_proxy: ${http_proxy}
      https_proxy: ${https_proxy}
      REDIS_URL: ${REDIS_URL}
      INDEX_NAME: ${INDEX_NAME}
      # TEI_ENDPOINT: ${TEI_EMBEDDING_ENDPOINT}
      EMBED_MODEL: ${EMBED_MODEL}
      HUGGINGFACEHUB_API_TOKEN: ${HUGGINGFACEHUB_API_TOKEN}
  embedding-reranking-service:
    image: ${REGISTRY:-opea}/embedding-reranking-local:${TAG:-latest}
    container_name: embedding-reranking-server
    ports:
      - "6001:6001"
    runtime: habana
    cap_add:
      - SYS_NICE
    ipc: host
    environment:
      no_proxy: ${no_proxy}
      http_proxy: ${http_proxy}
      https_proxy: ${https_proxy}
      HABANA_VISIBLE_DEVICES: all # only use 1 gaudi card
      OMPI_MCA_btl_vader_single_copy_mechanism: none
      LOGFLAG: ${LOGFLAG}
      DYNAMIC_BATCHING_TIMEOUT: 0.01
      DYNAMIC_BATCHING_MAX_BATCH_SIZE: 32
      PAD_SEQUENCE_TO_MULTIPLE_OF: 128
      EMBEDDING_MODEL_ID: "BAAI/bge-base-en-v1.5"
      RERANK_MODEL_ID: "BAAI/bge-reranker-base"
  retriever:
    image: ${REGISTRY:-opea}/retriever-redis:${TAG:-latest}
    container_name: retriever-redis-server
    depends_on:
      - redis-vector-db
    ports:
      - "7000:7000"
    ipc: host
    environment:
      no_proxy: ${no_proxy}
      http_proxy: ${http_proxy}
      https_proxy: ${https_proxy}
      REDIS_URL: ${REDIS_URL}
      INDEX_NAME: ${INDEX_NAME}
    restart: unless-stopped
  tgi-service:
    image: ghcr.io/huggingface/tgi-gaudi:2.0.1
    container_name: tgi-gaudi-server
    ports:
      - "8005:80"
    volumes:
      - "./data:/data"
    environment:
      no_proxy: ${no_proxy}
      http_proxy: ${http_proxy}
      https_proxy: ${https_proxy}
      HF_TOKEN: ${HUGGINGFACEHUB_API_TOKEN}
      HF_HUB_DISABLE_PROGRESS_BARS: 1
      HF_HUB_ENABLE_HF_TRANSFER: 0
      HABANA_VISIBLE_DEVICES: all
      OMPI_MCA_btl_vader_single_copy_mechanism: none
    runtime: habana
    cap_add:
      - SYS_NICE
    ipc: host
    command: --model-id ${LLM_MODEL_ID} --max-input-length 4096 --max-total-tokens 8192
  chaqna-gaudi-backend-server:
    image: ${REGISTRY:-opea}/chatqna-dynamic-batching:${TAG:-latest}
    container_name: chatqna-gaudi-backend-server
    depends_on:
      - redis-vector-db
      - retriever
      - tgi-service
      - embedding-reranking-service
    ports:
      - "8888:8888"
    environment:
      - no_proxy=${no_proxy}
      - https_proxy=${https_proxy}
      - http_proxy=${http_proxy}
      - MEGA_SERVICE_HOST_IP=${MEGA_SERVICE_HOST_IP}
      - RETRIEVER_SERVICE_HOST_IP=${RETRIEVER_SERVICE_HOST_IP}
      - EMBEDDING_RERANK_SERVICE_HOST_IP=${EMBEDDING_RERANK_SERVICE_HOST_IP}
      - EMBEDDING_RERANK_SERVICE_PORT=${EMBEDDING_RERANK_SERVICE_PORT:-6001}
      - LLM_SERVER_HOST_IP=${LLM_SERVER_HOST_IP}
      - LLM_SERVER_PORT=${LLM_SERVER_PORT:-8005}
      - LOGFLAG=${LOGFLAG}
    ipc: host
    restart: always
  chaqna-gaudi-ui-server:
    image: ${REGISTRY:-opea}/chatqna-ui:${TAG:-latest}
    container_name: chatqna-gaudi-ui-server
    depends_on:
      - chaqna-gaudi-backend-server
    ports:
      - "5173:5173"
    environment:
      - no_proxy=${no_proxy}
      - https_proxy=${https_proxy}
      - http_proxy=${http_proxy}
      - CHAT_BASE_URL=${BACKEND_SERVICE_ENDPOINT}
      - UPLOAD_FILE_BASE_URL=${DATAPREP_SERVICE_ENDPOINT}
      - GET_FILE=${DATAPREP_GET_FILE_ENDPOINT}
      - DELETE_FILE=${DATAPREP_DELETE_FILE_ENDPOINT}
    ipc: host
    restart: always

networks:
  default:
    driver: bridge