docker compose file for GenAI for Docker Desktop

gistfile1.txt

services:

  pull-model:
    image: genai-stack/pull-model:latest
    build:
      context: .
      dockerfile: pull_model.Dockerfile
    environment:
      - LLM=${LLM-gpt-3.5}
    networks:
      - net
    tty: true

  database:
    image: neo4j:5.11
    ports:
      - 7687:7687
      - 7474:7474
    volumes:
      - $PWD/data:/data
    environment:
      - NEO4J_AUTH=${NEO4J_USERNAME-neo4j}/${NEO4J_PASSWORD-password}
      - NEO4J_PLUGINS=["apoc"]
      - NEO4J_db_tx__log_rotation_retention__policy=false
    healthcheck:
        test: ["CMD-SHELL", "wget --no-verbose --tries=1 --spider localhost:7474 || exit 1"]
        interval: 5s
        timeout: 3s
        retries: 5
    networks:
      - net

  loader:
    build:
      context: .
      dockerfile: loader.Dockerfile
    volumes:
      - $PWD/embedding_model:/embedding_model
    environment:
      - NEO4J_URI=${NEO4J_URI-neo4j://database:7687}
      - NEO4J_PASSWORD=${NEO4J_PASSWORD-password}
      - NEO4J_USERNAME=${NEO4J_USERNAME-neo4j}
      - OPENAI_API_KEY=${OPENAI_API_KEY-}
      - EMBEDDING_MODEL=${EMBEDDING_MODEL-sentence_transformer}
      - LANGCHAIN_ENDPOINT=${LANGCHAIN_ENDPOINT-"https://api.smith.langchain.com"}
      - LANGCHAIN_TRACING_V2=${LANGCHAIN_TRACING_V2-false}
      - LANGCHAIN_PROJECT=${LANGCHAIN_PROJECT}
      - LANGCHAIN_API_KEY=${LANGCHAIN_API_KEY}
      - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID}
      - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY}
      - AWS_DEFAULT_REGION=${AWS_DEFAULT_REGION}
    networks:
      - net
    depends_on:
      database:
        condition: service_healthy
      pull-model:
        condition: service_completed_successfully
    x-develop:
      watch:
        - action: rebuild
          path: .
          ignore:
            - bot.py
            - pdf_bot.py
            - api.py
            - front-end/
    ports:
      - 8081:8080
      - 8502:8502


  bot:
    build:
      context: .
      dockerfile: bot.Dockerfile
    volumes:
      - $PWD/embedding_model:/embedding_model
    environment:
      - NEO4J_URI=${NEO4J_URI-neo4j://database:7687}
      - NEO4J_PASSWORD=${NEO4J_PASSWORD-password}
      - NEO4J_USERNAME=${NEO4J_USERNAME-neo4j}
      - OPENAI_API_KEY=${OPENAI_API_KEY-}
      - LLM=${LLM-gpt-3.5}
      - EMBEDDING_MODEL=${EMBEDDING_MODEL-sentence_transformer}
      - LANGCHAIN_ENDPOINT=${LANGCHAIN_ENDPOINT-"https://api.smith.langchain.com"}
      - LANGCHAIN_TRACING_V2=${LANGCHAIN_TRACING_V2-false}
      - LANGCHAIN_PROJECT=${LANGCHAIN_PROJECT}
      - LANGCHAIN_API_KEY=${LANGCHAIN_API_KEY}
      - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID}
      - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY}
      - AWS_DEFAULT_REGION=${AWS_DEFAULT_REGION}
    networks:
      - net
    depends_on:
      database:
        condition: service_healthy
      pull-model:
        condition: service_completed_successfully
    x-develop:
      watch:
        - action: rebuild
          path: .
          ignore:
            - loader.py
            - pdf_bot.py
            - api.py
            - front-end/
    ports:
      - 8501:8501

  pdf_bot:
    build:
      context: .
      dockerfile: pdf_bot.Dockerfile
    environment:
      - NEO4J_URI=${NEO4J_URI-neo4j://database:7687}
      - NEO4J_PASSWORD=${NEO4J_PASSWORD-password}
      - NEO4J_USERNAME=${NEO4J_USERNAME-neo4j}
      - OPENAI_API_KEY=${OPENAI_API_KEY-}
      - LLM=${LLM-gpt-3.5}
      - EMBEDDING_MODEL=${EMBEDDING_MODEL-sentence_transformer}
      - LANGCHAIN_ENDPOINT=${LANGCHAIN_ENDPOINT-"https://api.smith.langchain.com"}
      - LANGCHAIN_TRACING_V2=${LANGCHAIN_TRACING_V2-false}
      - LANGCHAIN_PROJECT=${LANGCHAIN_PROJECT}
      - LANGCHAIN_API_KEY=${LANGCHAIN_API_KEY}
      - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID}
      - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY}
      - AWS_DEFAULT_REGION=${AWS_DEFAULT_REGION}
    networks:
      - net
    depends_on:
      database:
        condition: service_healthy
      pull-model:
        condition: service_completed_successfully
    x-develop:
      watch:
        - action: rebuild
          path: .
          ignore:
            - loader.py
            - bot.py
            - api.py
            - front-end/
    ports:
      - 8503:8503

  api:
    build:
      context: .
      dockerfile: api.Dockerfile
    volumes:
      - $PWD/embedding_model:/embedding_model
    environment:
      - NEO4J_URI=${NEO4J_URI-neo4j://database:7687}
      - NEO4J_PASSWORD=${NEO4J_PASSWORD-password}
      - NEO4J_USERNAME=${NEO4J_USERNAME-neo4j}
      - OPENAI_API_KEY=${OPENAI_API_KEY}
      - LLM=${LLM-gpt-3.5}
      - EMBEDDING_MODEL=${EMBEDDING_MODEL-sentence_transformer}
      - LANGCHAIN_ENDPOINT=${LANGCHAIN_ENDPOINT-"https://api.smith.langchain.com"}
      - LANGCHAIN_TRACING_V2=${LANGCHAIN_TRACING_V2-false}
      - LANGCHAIN_PROJECT=${LANGCHAIN_PROJECT}
      - LANGCHAIN_API_KEY=${LANGCHAIN_API_KEY}
      - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID}
      - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY}
      - AWS_DEFAULT_REGION=${AWS_DEFAULT_REGION}
    networks:
      - net
    depends_on:
      database:
        condition: service_healthy
      pull-model:
        condition: service_completed_successfully
    x-develop:
      watch:
        - action: rebuild
          path: .
          ignore:
            - loader.py
            - bot.py
            - pdf_bot.py
            - front-end/
    ports:
      - 8504:8504
    healthcheck:
      test: ["CMD-SHELL", "wget --no-verbose --tries=1 http://localhost:8504/ || exit 1"]
      interval: 5s
      timeout: 3s
      retries: 5

  front-end:
    build:
      context: .
      dockerfile: front-end.Dockerfile
    x-develop:
      watch:
        - action: sync
          path: ./front-end
          target: /app
          ignore:
            - ./front-end/node_modules/
        - action: rebuild
          path: ./front-end/package.json
    depends_on:
      api:
        condition: service_healthy
    networks:
      - net
    ports:
      - 8505:8505

networks:
  net: