developer-knowledge-rag/docker-compose.yml at main · sumreen7/developer-knowledge-rag · GitHub

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# docker-compose.yml
# Usage:
#   docker-compose up -d ollama          # start Ollama first
#   docker-compose exec ollama ollama pull mistral   # download model
#   docker-compose --profile ingestion up ingestion  # ingest docs
#   docker-compose up -d api ui          # start the app
#   docker-compose down                  # stop everything

version: "3.8"

services:
  ollama:
    image: ollama/ollama:latest
    container_name: devdocs-ollama
    ports:
      - "11434:11434"
    volumes:
      - ollama_data:/root/.ollama
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:11434/api/tags"]
      interval: 30s
      timeout: 10s
      retries: 5
      start_period: 30s
    restart: unless-stopped

  ingestion:
    build:
      context: .
      dockerfile: Dockerfile
    container_name: devdocs-ingestion
    environment:
      - OLLAMA_BASE_URL=http://ollama:11434
      - CHROMA_PERSIST_DIRECTORY=/app/vectorstore
      - DATA_DIRECTORY=/app/data/raw
    volumes:
      - ./data/raw:/app/data/raw:ro
      - vectorstore_data:/app/vectorstore
    depends_on:
      ollama:
        condition: service_healthy
    command: ["python", "-m", "src.ingestion.run_ingestion"]
    profiles:
      - ingestion

  api:
    build:
      context: .
      dockerfile: Dockerfile
    container_name: devdocs-api
    ports:
      - "8000:8000"
    environment:
      - OLLAMA_BASE_URL=http://ollama:11434
      - OLLAMA_MODEL=mistral
      - EMBEDDING_MODEL=all-MiniLM-L6-v2
      - CHROMA_PERSIST_DIRECTORY=/app/vectorstore
      - CHROMA_COLLECTION_NAME=docs
      - PIPELINE_MODE=naive
    volumes:
      - vectorstore_data:/app/vectorstore
    depends_on:
      ollama:
        condition: service_healthy
    healthcheck:
      test: ["CMD", "python", "-c", "import httpx; r = httpx.get('http://localhost:8000/health'); exit(0 if r.status_code == 200 else 1)"]
      interval: 30s
      timeout: 10s
      retries: 3
      start_period: 60s
    restart: unless-stopped

  ui:
    build:
      context: .
      dockerfile: Dockerfile.ui
    container_name: devdocs-ui
    ports:
      - "8501:8501"
    environment:
      - API_BASE_URL=http://api:8000
    depends_on:
      api:
        condition: service_healthy
    restart: unless-stopped

volumes:
  ollama_data:
    name: devdocs-ollama-data
  vectorstore_data:
    name: devdocs-vectorstore-data