docker-compose.yml

version: "3"
services:
  haystack-api:
    build:
      context: .
      dockerfile: Dockerfile
    image: "deepset/haystack-cpu:latest"
    ports:
      - 8000:8000
    volumes:
      # Optional: mount your own models from disk into the container
      - "./models:/home/user/models"
    environment:
      # See rest_api/config.py for more variables that you can configure here.
      - DB_HOST=elasticsearch
      - USE_GPU=False
      - TOP_K_PER_SAMPLE=3 # how many answers can come from the same small passage (reduce value for more variety of answers)
      # Load a model from transformers' model hub or a local path into the FARMReader.
      - READER_MODEL_PATH=deepset/roberta-base-squad2
      # - READER_MODEL_PATH=home/user/models/roberta-base-squad2
      # Alternative: If you want to use the TransformersReader (e.g. for loading a local model in transformers format):
      # - READER_TYPE=TransformersReader
      # - READER_MODEL_PATH=/home/user/models/roberta-base-squad2
      # - READER_TOKENIZER=/home/user/models/roberta-base-squad2
    restart: always
    depends_on:
      - elasticsearch
    command: "/bin/bash -c 'sleep 15 && gunicorn rest_api.application:app -b 0.0.0.0 -k uvicorn.workers.UvicornWorker --workers 1 --timeout 180 --preload'"
  elasticsearch:
    # This will start an empty elasticsearch instance (so you have to add your documents yourself)
    #image: "elasticsearch:7.9.2"
    # If you want a demo image instead that is "ready-to-query" with some indexed Game of Thrones articles:
    image: "deepset/elasticsearch-game-of-thrones"
    ports:
      - 9200:9200
    environment:
      - discovery.type=single-node
  ui:
    image: "deepset/haystack-streamlit-ui"
    ports:
      - 8501:8501
    environment:
      - API_ENDPOINT=http://haystack-api:8000