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

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

services:
  tgi-service:
    image: ghcr.io/huggingface/tgi-gaudi:2.3.1
    container_name: tgi-gaudi-server
    profiles:
      - codegen-gaudi-tgi
    ports:
      - "8028:80"
    volumes:
      - "${MODEL_CACHE:-./data}:/data"
    environment:
      no_proxy: ${no_proxy}
      http_proxy: ${http_proxy}
      https_proxy: ${https_proxy}
      HABANA_VISIBLE_DEVICES: all
      OMPI_MCA_btl_vader_single_copy_mechanism: none
      HUGGING_FACE_HUB_TOKEN: ${HUGGINGFACEHUB_API_TOKEN}
      ENABLE_HPU_GRAPH: true
      LIMIT_HPU_GRAPH: true
      USE_FLASH_ATTENTION: true
      FLASH_ATTENTION_RECOMPUTE: true
    healthcheck:
      test: ["CMD-SHELL", "curl -f http://localhost:80/health || exit 1"]
      interval: 10s
      timeout: 10s
      retries: 100
    runtime: habana
    cap_add:
      - SYS_NICE
    ipc: host
    command: --model-id ${LLM_MODEL_ID} --max-input-length 1024 --max-total-tokens 2048
  vllm-service:
    image: ${REGISTRY:-opea}/vllm-gaudi:${TAG:-latest}
    container_name: vllm-gaudi-server
    profiles:
      - codegen-gaudi-vllm
    ports:
      - "8028:80"
    volumes:
      - "${MODEL_CACHE:-./data}:/root/.cache/huggingface/hub"
    shm_size: 1g
    environment:
      no_proxy: ${no_proxy}
      http_proxy: ${http_proxy}
      https_proxy: ${https_proxy}
      HF_TOKEN: ${HUGGINGFACEHUB_API_TOKEN}
      HABANA_VISIBLE_DEVICES: all
      OMPI_MCA_btl_vader_single_copy_mechanism: none
      VLLM_SKIP_WARMUP: ${VLLM_SKIP_WARMUP:-false}
      NUM_CARDS: ${NUM_CARDS:-1}
      VLLM_TORCH_PROFILER_DIR: "/mnt"
    healthcheck:
      test: ["CMD-SHELL", "curl -f http://localhost:80/health || exit 1"]
      interval: 10s
      timeout: 10s
      retries: 100
    runtime: habana
    cap_add:
      - SYS_NICE
    ipc: host
    command: --model ${LLM_MODEL_ID} --tensor-parallel-size ${NUM_CARDS} --host 0.0.0.0 --port 80 --block-size 128 --max-num-seqs 256
  llm-base:
    image: ${REGISTRY:-opea}/llm-textgen:${TAG:-latest}
    container_name: llm-textgen-gaudi-server
    environment:
      no_proxy: ${no_proxy}
      http_proxy: ${http_proxy}
      https_proxy: ${https_proxy}
      LLM_ENDPOINT: ${LLM_ENDPOINT}
      LLM_MODEL_ID: ${LLM_MODEL_ID}
      HUGGINGFACEHUB_API_TOKEN: ${HUGGINGFACEHUB_API_TOKEN}
    restart: unless-stopped
  llm-tgi-service:
    extends: llm-base
    container_name: llm-codegen-tgi-gaudi-server
    profiles:
      - codegen-gaudi-tgi
    ports:
      - "9000:9000"
    ipc: host
    depends_on:
      tgi-service:
        condition: service_healthy
  llm-vllm-service:
    extends: llm-base
    container_name: llm-codegen-gaudi-vllm-server
    profiles:
      - codegen-gaudi-vllm
    ports:
      - "9000:9000"
    ipc: host
    depends_on:
      vllm-service:
        condition: service_healthy
  codegen-gaudi-backend-server:
    image: ${REGISTRY:-opea}/codegen:${TAG:-latest}
    container_name: codegen-gaudi-backend-server
    depends_on:
      llm-base:
        condition: service_started
      dataprep-redis-server:
        condition: service_healthy
    ports:
      - "7778:7778"
    environment:
      - no_proxy=${no_proxy}
      - https_proxy=${https_proxy}
      - http_proxy=${http_proxy}
      - MEGA_SERVICE_HOST_IP=${MEGA_SERVICE_HOST_IP}
      - LLM_SERVICE_HOST_IP=${LLM_SERVICE_HOST_IP}
      - RETRIEVAL_SERVICE_HOST_IP=${RETRIEVAL_SERVICE_HOST_IP}
      - REDIS_RETRIEVER_PORT=${REDIS_RETRIEVER_PORT}
      - TEI_EMBEDDING_HOST_IP=${TEI_EMBEDDING_HOST_IP}
      - EMBEDDER_PORT=${EMBEDDER_PORT}
      - host_ip=${host_ip}
    ipc: host
    restart: always
  codegen-gaudi-ui-server:
    image: ${REGISTRY:-opea}/codegen-gradio-ui:${TAG:-latest}
    container_name: codegen-gaudi-ui-server
    depends_on:
      - codegen-gaudi-backend-server
    ports:
      - "5173:5173"
    environment:
      - no_proxy=${no_proxy}
      - https_proxy=${https_proxy}
      - http_proxy=${http_proxy}
      - BASIC_URL=${BACKEND_SERVICE_ENDPOINT}
      - MEGA_SERVICE_PORT=${MEGA_SERVICE_PORT}
      - host_ip=${host_ip}
      - DATAPREP_ENDPOINT=${DATAPREP_ENDPOINT}
      - DATAPREP_REDIS_PORT=${DATAPREP_REDIS_PORT}
    ipc: host
    restart: always
  redis-vector-db:
    image: redis/redis-stack:7.2.0-v9
    container_name: redis-vector-db
    ports:
      - "${REDIS_DB_PORT}:${REDIS_DB_PORT}"
      - "${REDIS_INSIGHTS_PORT}:${REDIS_INSIGHTS_PORT}"
  dataprep-redis-server:
    image: ${REGISTRY:-opea}/dataprep:${TAG:-latest}
    container_name: dataprep-redis-server
    depends_on:
      - redis-vector-db
    ports:
      - "${DATAPREP_REDIS_PORT}:5000"
    environment:
      no_proxy: ${no_proxy}
      http_proxy: ${http_proxy}
      https_proxy: ${https_proxy}
      REDIS_URL: ${REDIS_URL}
      REDIS_HOST: ${host_ip}
      INDEX_NAME: ${INDEX_NAME}
      HUGGINGFACEHUB_API_TOKEN: ${HUGGINGFACEHUB_API_TOKEN}
      LOGFLAG: true
    healthcheck:
      test: ["CMD-SHELL", "curl -f http://localhost:5000/v1/health_check || exit 1"]
      interval: 10s
      timeout: 5s
      retries: 10
    restart: unless-stopped
  tei-embedding-serving:
    image: ghcr.io/huggingface/text-embeddings-inference:cpu-1.5
    container_name: tei-embedding-serving
    entrypoint: /bin/sh -c "apt-get update && apt-get install -y curl && text-embeddings-router --json-output --model-id ${EMBEDDING_MODEL_ID} --auto-truncate"
    ports:
      - "${TEI_EMBEDDER_PORT:-12000}:80"
    volumes:
      - "./data:/data"
    shm_size: 1g
    environment:
      no_proxy: ${no_proxy}
      http_proxy: ${http_proxy}
      https_proxy: ${https_proxy}
      host_ip: ${host_ip}
      HF_TOKEN: ${HUGGINGFACEHUB_API_TOKEN}
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:80/health"]
      interval: 10s
      timeout: 6s
      retries: 48
  tei-embedding-server:
    image: ${REGISTRY:-opea}/embedding:${TAG:-latest}
    container_name: tei-embedding-server
    ports:
      - "${EMBEDDER_PORT:-10201}:6000"
    ipc: host
    environment:
      no_proxy: ${no_proxy}
      http_proxy: ${http_proxy}
      https_proxy: ${https_proxy}
      TEI_EMBEDDING_ENDPOINT: ${TEI_EMBEDDING_ENDPOINT}
      EMBEDDING_COMPONENT_NAME: "OPEA_TEI_EMBEDDING"
    depends_on:
      tei-embedding-serving:
        condition: service_healthy
    restart: unless-stopped
  retriever-redis:
    image: ${REGISTRY:-opea}/retriever:${TAG:-latest}
    container_name: retriever-redis
    depends_on:
      - redis-vector-db
    ports:
      - "${REDIS_RETRIEVER_PORT}:${REDIS_RETRIEVER_PORT}"
    ipc: host
    environment:
      no_proxy: ${no_proxy}
      http_proxy: ${http_proxy}
      https_proxy: ${https_proxy}
      REDIS_URL: ${REDIS_URL}
      REDIS_DB_PORT: ${REDIS_DB_PORT}
      REDIS_INSIGHTS_PORT: ${REDIS_INSIGHTS_PORT}
      REDIS_RETRIEVER_PORT: ${REDIS_RETRIEVER_PORT}
      INDEX_NAME: ${INDEX_NAME}
      TEI_EMBEDDING_ENDPOINT: ${TEI_EMBEDDING_ENDPOINT}
      HUGGINGFACEHUB_API_TOKEN: ${HUGGINGFACEHUB_API_TOKEN}
      LOGFLAG: ${LOGFLAG}
      RETRIEVER_COMPONENT_NAME: ${RETRIEVER_COMPONENT_NAME:-OPEA_RETRIEVER_REDIS}
    restart: unless-stopped
networks:
  default:
    driver: bridge