Why learn FastAPI?
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Type hints double as request validation via Pydantic.
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Auto-generated OpenAPI docs and a Swagger UI for free.
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Native async support — handles I/O-heavy workloads well.
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A natural pick for AI/ML APIs that wrap Python models.
What you can build with FastAPI
REST and JSON APIs Backends for ML models Webhook receivers and microservices Internal tools
FastAPI tutorials
29 articles · page 1 of 2Hand-written tutorials, ordered as a recommended learning path.
- 01 What Is FastAPI? A clear introduction to FastAPI — ASGI and Starlette, Pydantic-driven validation, automatic OpenAPI docs, async support, and how it compares to Flask and Django.
- 02 Routes & Pydantic A practical guide to FastAPI routing and Pydantic v2 — path operations, path/query/body parameters, model validation, response_model, and response_model_exclude_unset.
- 03 Async & Dependencies A practical guide to async path operations and Depends() in FastAPI — when async actually helps, per-request DB sessions, auth dependencies, and how sub-dependencies compose.
- 04 FastAPI + SQLAlchemy A practical guide to FastAPI with SQLAlchemy 2.0 — typed models with Mapped and mapped_column, sessionmaker, get_db dependency, CRUD endpoints, and where Alembic fits.
- 05 FastAPI vs Django vs Flask Compare FastAPI, Django, and Flask for Python web development. Understand performance, features, and ecosystem differences to choose the right framework.
- 06 Background Tasks + Celery Learn to run background tasks in FastAPI using built-in BackgroundTasks and scale with Celery for distributed job processing.
- 07 Custom Middleware Build custom FastAPI middleware for request logging, CORS handling, authentication checks, and performance monitoring.
- 08 Advanced DI Patterns Master advanced FastAPI dependency injection with nested deps, class-based providers, yield dependencies, and shared state patterns.
- 09 Deploy: Docker + Gunicorn Deploy FastAPI to production with Docker, Gunicorn, Uvicorn workers, health checks, multi-stage builds, and best practices.
- 10 File Upload & Streaming Handle file uploads with validation, process large files with streaming, and serve dynamic streaming responses in FastAPI.
- 11 Rate Limiting (SlowAPI) Protect your FastAPI endpoints from abuse with SlowAPI rate limiting using fixed window, sliding window, and token bucket strategies.
- 12 Async SQLAlchemy Set up async SQLAlchemy 2.0 with FastAPI for non-blocking database operations using asyncpg, async sessions, and proper patterns.
- 13 Testing Strategies Build a robust test suite for FastAPI with TestClient, pytest fixtures, dependency overrides, and async testing patterns.
- 14 WebSockets Real-Time Build real-time features with FastAPI WebSockets including chat rooms, live notifications, and connection management patterns.
- 15 Background Tasks Run work after the response: FastAPI BackgroundTasks, Celery integration, task queues, and when to use each approach for emails, webhooks, data processing, and more.
- 16 Dependency Injection Master FastAPI's dependency injection system: Depends, sub-dependencies, database sessions, authentication, scoped dependencies, and testing with overrides.
- 17 FastAPI DI How FastAPI's Depends system actually works, the lifecycle of dependencies, scoping with yield, and patterns for testable, layered FastAPI apps.
- 18 FastAPI JWT Implement JWT-based authentication in FastAPI with OAuth2 password flow, secure token signing, and a reusable get_current_user dependency.
- 19 BG Tasks & Celery When FastAPI BackgroundTasks are enough, when you need Celery, and how to wire jobs that survive crashes, retries, and scale.
- 20 CORS Configure CORS in FastAPI without security holes: how the browser preflight works, which origins and headers to allow, credentials and cookies, and the most common misconfigurations to avoid.