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AI Tutoring RAG System

docker-compose.ymlโ€ข2.21 kB
services: # Redis (for agent memory) redis: image: redis:7-alpine container_name: tutoring_redis ports: - "6379:6379" networks: - tutoring_network healthcheck: test: ["CMD", "redis-cli", "ping"] interval: 10s timeout: 5s retries: 5 # RAG MCP Server - Provides RAG tools via MCP protocol rag_mcp_server: build: context: . dockerfile: Dockerfile.rag_server container_name: rag_mcp_server ports: - "9000:9000" volumes: - .:/app environment: - PYTHONUNBUFFERED=1 - PINECONE_API_KEY=${PINECONE_API_KEY} - OPENAI_API_KEY=${OPENAI_API_KEY} - PINECONE_ENVIRONMENT=${PINECONE_ENVIRONMENT:-us-east-1} - AZURE_STORAGE_CONNECTION_STRING=${AZURE_STORAGE_CONNECTION_STRING} networks: - tutoring_network restart: unless-stopped # MCP Host - Agent orchestration layer mcp_host: build: context: . dockerfile: Dockerfile.mcp_host container_name: mcp_host ports: - "8000:8000" volumes: - .:/app environment: - PYTHONUNBUFFERED=1 - OPENAI_API_KEY=${OPENAI_API_KEY} - AZURE_STORAGE_CONNECTION_STRING=${AZURE_STORAGE_CONNECTION_STRING} - RAG_MCP_SERVER_URL=http://rag_mcp_server:9000/mcp # Neon PostgreSQL config - POSTGRES_USER=${POSTGRES_USER} - POSTGRES_PASSWORD=${POSTGRES_PASSWORD} - POSTGRES_HOST=${POSTGRES_HOST} - POSTGRES_PORT=${POSTGRES_PORT} - POSTGRES_DB=${POSTGRES_DB} # Redis config - REDIS_URL=redis://redis:6379/0 # Other required env vars - PINECONE_API_KEY=${PINECONE_API_KEY} - PINECONE_ENVIRONMENT=${PINECONE_ENVIRONMENT:-us-east-1} - LLM_API_KEY=${OPENAI_API_KEY} - OMNI_MEMORY_PROVIDER=redis networks: - tutoring_network depends_on: redis: condition: service_healthy rag_mcp_server: condition: service_started restart: unless-stopped healthcheck: test: ["CMD-SHELL", "curl -f http://localhost:8000/health || exit 1"] interval: 30s timeout: 10s retries: 3 start_period: 40s networks: tutoring_network: driver: bridge

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