docker-compose.yml

services:
  qdrant:
    image: qdrant/qdrant:latest
    ports:
      - 6333:6333
      - 6334:6334
    networks:
      - ragapp-network

  ollama:
    image: ollama/ollama:latest
    ports:
      - 11434:11434 
    volumes:
      - ./ollama:/root/.ollama
    networks:
      - ragapp-network
  
  setup:
    image: curlimages/curl:latest
    networks:
      - ragapp-network
    volumes:
      - ./scripts:/ragapp
    environment:
      - MODEL=${MODEL:-phi3:latest}
      - OLLAMA_BASE_URL=${OLLAMA_BASE_URL:-http://ollama:11434}
      - QDRANT_URL=http://qdrant:6333
      - COLLECTION_NAME=default
      - DISTANCE_METRIC=Cosine
      - VECTOR_SIZE=768
    command: >
      /bin/sh -c 
      "chmod +x /ragapp/create_qdrant_collection.sh /ragapp/setup_ollama.sh &&
      /ragapp/create_qdrant_collection.sh &&
      /ragapp/setup_ollama.sh"
    depends_on:
      - qdrant
      - ollama

  ragapp:
    build: .
    image: ragapp/ragapp:latest
    ports:
      - "8000:8000"
    volumes:
      - ./config:/app/config
      - ./data:/app/data
    environment:
      - VECTOR_STORE_PROVIDER=qdrant
      - QDRANT_URL=http://qdrant:6333
      - QDRANT_COLLECTION=default
      - QDRANT_API_KEY=""
      - MODEL_PROVIDER=ollama
      - OLLAMA_BASE_URL=${OLLAMA_BASE_URL:-http://ollama:11434}
      - EMBEDDING_MODEL=nomic-embed-text
      - EMBEDDING_DIM=768
      - MODEL=${MODEL:-phi3:latest}
    depends_on:
      - setup
    networks:
      - ragapp-network
  
networks:
  ragapp-network: