Independent, scalable services for each business function and domain
RESTful APIs, GraphQL, WebSocket/Socket.io, and third-party service integrations
Containerized, auto-scaling infrastructure on Kubernetes
Client Apps
Web, Mobile, API
API Gateway
Routing, Auth, Rate Limit
FastAPI
REST/GraphQL
Node.js
REST/GraphQL
User Service
Auth, Profiles
Business Logic
Core Services
Client Apps
WebSocket Client
WebSocket Gateway
WS/WSS, Socket.io
FastAPI
WebSocket
Node.js
Socket.io
Chat Service
Real-time
Notifications
Push, Live
PostgreSQL
Primary DB
Redis
Cache/PubSub
GCS/S3
Storage
Step-by-step guide to FastAPI architecture: async/await patterns, dependency injection, Pydantic models, database integration, and production deployment.
# server.py - Main applicationfromfastapiimportFastAPIfromrouter.authenticate.authenticateimportrouterasauthenticate_routerfromrouter.health.apiimportrouterashealth_routerfromrouter.upload.apiimportrouterasupload_routerapp=FastAPI(title="FastApi - Backend")# Include routersapp.include_router(authenticate_router,tags=["Authentication"])app.include_router(health_router,tags=["Health & Monitoring"])app.include_router(upload_router,tags=["Upload Media"])# router/authenticate/authenticate.pyfromfastapiimportAPIRouter, Depends, statusfrompydanticimportBaseModelfromsrc.db.postgres.postgresimportget_db_connectionrouter=APIRouter()classLoginRequest(BaseModel):strpassword:str@router.post("/login",status_code=status.HTTP_200_OK)async deflogin(request:LoginRequest):# Authentication logicreturn{"access_token":"...","token_type":"bearer"}@router.get("/users/{user_id}")async defget_user(user_id:int,db=Depends(get_db_connection)):# Get user logicreturn{"id":user_id,"name":"..."}
Cloud Provider
AWS/GCP/Azure
Kubernetes
Cluster
FastAPI
Uvicorn/Gunicorn
PostgreSQL
SQLAlchemy
Redis
Cache/Sessions
GCS/S3
Storage
Client
External Proxy
SSL/TLS, WAF
Nginx Proxy
Rate Limit, Attack Detection
FastAPI
Middleware, Auth
services: api: networks: [private_network] depends_on: [redis] healthcheck: /health endpoint # No external ports exposed nginx: ports: ["8500:80"] # Only Nginx exposed networks: [private_network] depends_on: [api] redis: networks: [private_network] # No external ports exposednetworks: private_network: driver: bridge external: true # Isolated network
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View OverviewBackend architecture, AI services, microservices, security, deployment
You are hereProduction-ready, enterprise-grade starter templates for building scalable applications. All projects are open source and free to use.
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