services:
  webui:
    build:
      context: ./src/ori/webui
      target: dev
    image: webui
    ports:
      - "8501:8501"
    environment:
      - API_ENDPOINT_ENTITY_LINKER_PREDICT=http://el-topic-classifier:5000/predict
      - API_ENDPOINT_CENTROID_NEWSAPI=http://centroid-topic-classifier:5000/predict
    restart: always
    volumes:
      - ./src/ori/webui:/app
    container_name: webui

  centroid-topic-model:
    build:
      context: ./src/ori/topic_model
      target: dev
    image: centroid-topic-model
    ports:
      - "5001:5000"
    environment:
      - MODEL_PATH=sentence-transformers/all-MiniLM-L6-v2
      - TOPIC_CENTROIDS_PATH=resources/embeddings/newsapi_labels_n_vec
    restart: always
    volumes:
      - ./src/ori/topic_model:/app
    container_name: centroid-topic-model

  centroid-topic-classifier:
    build:
      context: ./src/ori/centroid-topic-classifier
      target: dev
    image: centroid-topic-classifier
    ports:
      - "5003:5000"
    restart: always
    volumes:
      - ./src/ori/centroid-topic-classifier:/app
    container_name: centroid-topic-classifier

  el-topic-classifier:
    build: 
      context: ./src/ori/el-topic-classifier
      target: dev
    image: el-topic-classifier
    ports:
      - "5002:5000"
    restart: always
    volumes:
      - ./src/ori/el-topic-classifier:/app
    container_name: el-topic-classifier
    environment:
      - QDRANT_API_ENDPOINT=http://qdrant:6333/

  qdrant:
    image: qdrant/qdrant
    ports:
      - "6333:6333"
      - "6334:6334"
    volumes:
      - qdrant_storage:/qdrant/storage:z

  
volumes:
  qdrant_storage: