version: '3.8'

services:
  webapp:
    image: escoai
    ports:
      - "7860:7860"
    volumes:
      - ./app-data:/app/data
    depends_on:
      - redis
    environment:
      REDIS_HOST: redis
      REDIS_PORT: 6379
      REDIS_DB: 0
      MODEL_NAME: "/app/data/multilingual-e5-large-instruct"
      NORMALIZE_EMBEDDINGS: "True"
      CONVERT_TO_TENSOR: "True"
      QUERY_INSTRUCTION: "Given a skill, retrieve relevant courses that teach the skill: "
      TOP_K: 5
      PERSIST_DIRECTORY: "/app/data/course_emb_db"
      CSV_FILE_PATH: "/app/data/occupations_de.csv"

  redis:
    image: "redis:latest"
    volumes:
      - ./redis-data:/data


volumes:
  redis-data: