GenAIExamples/DocIndexRetriever/docker_compose/intel/hpu/gaudi/compose.yaml

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

version: "3.8"

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
      - tei-embedding-service
    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}
      HUGGINGFACEHUB_API_TOKEN: ${HUGGINGFACEHUB_API_TOKEN}
  tei-embedding-service:
    image: ghcr.io/huggingface/tei-gaudi:1.5.0
    container_name: tei-embedding-gaudi-server
    ports:
      - "8090:80"
    volumes:
      - "./data:/data"
    runtime: habana
    cap_add:
      - SYS_NICE
    ipc: host
    environment:
      no_proxy: ${no_proxy}
      http_proxy: ${http_proxy}
      https_proxy: ${https_proxy}
      HABANA_VISIBLE_DEVICES: ${tei_embedding_devices:-all}
      OMPI_MCA_btl_vader_single_copy_mechanism: none
      MAX_WARMUP_SEQUENCE_LENGTH: 512
      INIT_HCCL_ON_ACQUIRE: 0
      ENABLE_EXPERIMENTAL_FLAGS: true
    command: --model-id ${EMBEDDING_MODEL_ID}  --auto-truncate
  embedding:
    image: ${REGISTRY:-opea}/embedding-tei:${TAG:-latest}
    container_name: embedding-tei-server
    ports:
      - "6000:6000"
    ipc: host
    depends_on:
      - tei-embedding-service
    environment:
      no_proxy: ${no_proxy}
      http_proxy: ${http_proxy}
      https_proxy: ${https_proxy}
      TEI_EMBEDDING_ENDPOINT: ${TEI_EMBEDDING_ENDPOINT}
    restart: unless-stopped
  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
  tei-reranking-service:
    image: ghcr.io/huggingface/text-embeddings-inference:cpu-1.5
    container_name: tei-reranking-gaudi-server
    ports:
      - "8808:80"
    volumes:
      - "./data:/data"
    shm_size: 1g
    environment:
      no_proxy: ${no_proxy}
      http_proxy: ${http_proxy}
      https_proxy: ${https_proxy}
      HUGGINGFACEHUB_API_TOKEN: ${HUGGINGFACEHUB_API_TOKEN}
      HF_HUB_DISABLE_PROGRESS_BARS: 1
      HF_HUB_ENABLE_HF_TRANSFER: 0
    command: --model-id ${RERANK_MODEL_ID} --auto-truncate
  reranking:
    image: ${REGISTRY:-opea}/reranking-tei:${TAG:-latest}
    container_name: reranking-tei-gaudi-server
    depends_on:
      - tei-reranking-service
    ports:
      - "8000:8000"
    ipc: host
    environment:
      no_proxy: ${no_proxy}
      http_proxy: ${http_proxy}
      https_proxy: ${https_proxy}
      TEI_RERANKING_ENDPOINT: ${TEI_RERANKING_ENDPOINT}
      HUGGINGFACEHUB_API_TOKEN: ${HUGGINGFACEHUB_API_TOKEN}
      HF_HUB_DISABLE_PROGRESS_BARS: 1
      HF_HUB_ENABLE_HF_TRANSFER: 0
    restart: unless-stopped
  doc-index-retriever-server:
    image: ${REGISTRY:-opea}/doc-index-retriever:${TAG:-latest}
    container_name: doc-index-retriever-server
    depends_on:
      - redis-vector-db
      - tei-embedding-service
      - embedding
      - retriever
      - reranking
    ports:
      - "8889:8889"
    environment:
      - no_proxy=${no_proxy}
      - https_proxy=${https_proxy}
      - http_proxy=${http_proxy}
      - MEGA_SERVICE_HOST_IP=${MEGA_SERVICE_HOST_IP}
      - EMBEDDING_SERVICE_HOST_IP=${EMBEDDING_SERVICE_HOST_IP}
      - RETRIEVER_SERVICE_HOST_IP=${RETRIEVER_SERVICE_HOST_IP}
      - RERANK_SERVICE_HOST_IP=${RERANK_SERVICE_HOST_IP}
      - LLM_SERVICE_HOST_IP=${LLM_SERVICE_HOST_IP}
    ipc: host
    restart: always

networks:
  default:
    driver: bridge