Hosting

IaaS

• AWS EC2
• Digital Ocean
• Linode

PaaS

• Heroku - by-step tutorial](https://tutlinks.com/create-and-deploy-fastapi-app-to-heroku/), ML model on Heroku tutorial)
• AWS Elastic Beanstalk
• Google App Engine
• Microsoft Azure App Service
• Deta - deta-ni5))
• Deta - deta-ni5))
• Microsoft Azure App Service

Serverless

• Mangum - Adapter for running ASGI applications with AWS Lambda and API Gateway.
• Vercel - (formerly Zeit) (example).
• AWS Lambda - aws-lambda-example))
• Azure Functions
• Google Cloud Run - fastapi))
• Chalice
• Google Cloud Functions
• Azure Functions

Projects

Boilerplate

• FastAPI and Tortoise ORM - Powerful but simple template for web APIs w/ FastAPI (as web framework) and Tortoise-ORM (for working via database without headache).
• FastAPI Model Server Skeleton - Skeleton app to serve machine learning models production-ready.
• cookiecutter-spacy-fastapi - Quick deployments of spaCy models with FastAPI.
• cookiecutter-fastapi - Cookiecutter template for FastAPI projects using: Machine Learning, Poetry, Azure Pipelines and pytest.
• openapi-python-client - Generate modern FastAPI Python clients (via FastAPI) from OpenAPI.
• Pywork - Yeoman generator to scaffold a FastAPI app.
• FastAPI and React Template - Full stack cookiecutter boilerplate using FastAPI, TypeScript, Docker, PostgreSQL, and React.
• FastAPI Nano - Simple FastAPI template with factory pattern architecture.
• FastAPI template - Flexible, lightweight FastAPI project generator. It includes support for SQLAlchemy, multiple databases, CI/CD, Docker, and Kubernetes.
• FastAPI on Google Cloud Run - Boilerplate for API building with FastAPI, SQLModel, and Google Cloud Run.
• FastAPI with Firestore - Boilerplate for API building with FastAPI and Google Cloud Firestore.
• fastapi-alembic-sqlmodel-async - This is a project template which uses FastAPI, Alembic, and async SQLModel as ORM.
• fastapi-starter-project - A project template which uses FastAPI, SQLModel, Alembic, Pytest, Docker, GitHub Actions CI.
• Full Stack FastAPI and MongoDB - Base Project Generator - Full stack, modern web application generator, which includes FastAPI, MongoDB, Docker, Celery, React frontend, automatic HTTPS and more.
• Full Stack FastAPI and PostgreSQL - Base Project Generator - Full Stack FastAPI Template
• Sebastián Ramírez
• Uvicorn Poetry FastAPI Project Template - Cookiecutter project template for starting a FastAPI application. Runs in a Docker container with Uvicorn ASGI server on Kubernetes. Supports AMD64 and ARM64 CPU architectures.
• fastapi-alembic-sqlmodel-async - This is a project template which uses FastAPI, Alembic, and async SQLModel as ORM.
• FastAPI + SQLAlchemy 2 + PostgreSQL Template - Dockerized starter with dependency injection (modern-di), Alembic migrations, and a justfile workflow.
• FastAPI Agent Blueprint - DDD layered template where generic base classes give async CRUD with no boilerplate, domains self-register on discovery, and pre-commit hooks block cross-layer imports at commit time.

Docker Images

• inboard - Docker images to power your FastAPI apps and help you ship faster.
• uvicorn-gunicorn-fastapi-docker - Docker image with Uvicorn managed by Gunicorn for high-performance FastAPI web applications in Python 3.7 and 3.6 with performance auto-tuning.
• uvicorn-gunicorn-poetry - This Docker image provides a platform to run FastAPI using Gunicorn with Uvicorn workers. It provides Poetry for managing dependencies and setting up a virtual environment in the container.
• uvicorn-poetry - This Docker image provides a platform to run FastAPI with Uvicorn on Kubernetes container orchestration system. It provides Poetry for managing dependencies and setting up a virtual environment in the container.

Open Source Projects

• Astrobase - Simple, fast, and secure deployments anywhere.
• Awesome FastAPI Projects - Organized list of projects that use FastAPI.
• Bitcart - Platform for merchants, users and developers which offers easy setup and use.
• Bali - Simplify Cloud Native Microservices development base on FastAPI and gRPC.
• Bunnybook - A tiny social network built with FastAPI, React+RxJs, Neo4j, PostgreSQL, and Redis.
• Coronavirus-tg-api - API for tracking the global coronavirus (COVID-19, SARS-CoV-2) outbreak.
• Dispatch - Manage security incidents.
• Async flavor
• Sync Flavor
• FastAPI with Observability - Observe FastAPI app with three pillars of observability: Traces (Tempo), Metrics (Prometheus), Logs (Loki) on Grafana through OpenTelemetry and OpenMetrics.
• DogeAPI - API with high performance to create a simple blog and CRUD with OAuth2PasswordBearer.
• FastAPI Websocket Broadcast - Websocket 'broadcast' demo.
• FastAPI with Celery, RabbitMQ, and Redis - Minimal example utilizing FastAPI and Celery with RabbitMQ for task queue, Redis for Celery backend, and Flower for monitoring the Celery tasks.
• JSON-RPC Server - JSON-RPC server based on FastAPI.
• Mailer - Dead-simple mailer micro-service for static websites.
• Markdown-Videos - API for generating thumbnails to embed into your markdown content.
• Nemo - Be productive with Nemo.
• OPAL (Open Policy Administration Layer) - Real-time authorization updates on top of Open-Policy; built with FastAPI, Typer, and FastAPI WebSocket pub/sub.
• RealWorld Example App - mongo
• RealWorld Example App - postgres
• redis-streams-fastapi-chat - A simple Redis Streams backed chat app using Websockets, Asyncio and FastAPI/Starlette.
• Sprites as a service - Generate your personal 8-bit avatars using Cellular Automata.
• Slackers - Slack webhooks API.
• TermPair - View and control terminals from your browser with end-to-end encryption.
• Universities - API service for obtaining information about +9600 universities worldwide.
• FuturamaAPI - A REST and GraphQL playground built with best practices, providing WebSockets, SSE, callbacks, secret messages, and more.
• OSBot-Fast-API - Type-safe FastAPI wrapper that provides middleware, HTTP event tracking, AWS Lambda integration, test utilities, and auto-conversion between Type_Safe, Pydantic, and dataclasses.
• Polar - A funding and monetization platform for developers, built with FastAPI, SQLAlchemy, Alembic, and Arq.

Resources

Articles

• FastAPI has Ruined Flask Forever for Me
• Why we switched from Flask to FastAPI for production machine learning - In-depth look at why you may want to move from Flask to FastAPI.
• FastAPI has Ruined Flask Forever for Me
• FastAPI has Ruined Flask Forever for Me
• FastAPI has Ruined Flask Forever for Me
• FastAPI has Ruined Flask Forever for Me
• FastAPI has Ruined Flask Forever for Me
• FastAPI has Ruined Flask Forever for Me
• FastAPI has Ruined Flask Forever for Me
• FastAPI has Ruined Flask Forever for Me
• FastAPI has Ruined Flask Forever for Me
• FastAPI has Ruined Flask Forever for Me
• FastAPI has Ruined Flask Forever for Me
• FastAPI has Ruined Flask Forever for Me
• FastAPI has Ruined Flask Forever for Me
• FastAPI has Ruined Flask Forever for Me
• FastAPI has Ruined Flask Forever for Me
• FastAPI has Ruined Flask Forever for Me
• FastAPI has Ruined Flask Forever for Me
• FastAPI has Ruined Flask Forever for Me

Best Practices

• FastAPI Best Practices - Collection of best practices in a GitHub repo.
• FastAPI-Dishka-FastStream - Combines FastAPI, dishka, faststream, sqlalchemy, pydantic.
• FastAPI Clean Example - Clean Architecture backend example built with FastAPI.

Courses

• Test-Driven Development with FastAPI and Docker - Learn how to build, test, and deploy a text summarization microservice with Python, FastAPI, and Docker.
• Modern APIs with FastAPI and Python - A course designed to get you creating new APIs running in the cloud with FastAPI quickly.
• Full Web Apps with FastAPI Course - You'll learn to build full web apps with FastAPI, equivalent to what you can do with Flask or Django.
• The Definitive Guide to Celery and FastAPI - Learn how to add Celery to a FastAPI application to provide asynchronous task processing.

External Resources

• TestDriven.io FastAPI - Multiple FastAPI-specific articles that focus on developing and testing production-ready RESTful APIs, serving up machine learning models, and more.

Official Resources

• Documentation - Comprehensive documentation.
• Tutorial - Official tutorial showing you how to use FastAPI with most of its features, step by step.
• Discord - Chat with other FastAPI users.
• Source Code - Hosted on GitHub.

Podcasts

• Build The Next Generation Of Python Web Applications With FastAPI - In this episode of Podcast Init, the creator of FastAPI, Sebastián Ramirez, shares his motivations for building FastAPI and how it works under the hood.
• FastAPI on PythonBytes - Nice overview of the project.

Talks

• PyConBY 2020: Serve ML models easily with FastAPI - From the talk by Sebastian Ramirez you will learn how to easily build a production-ready web (JSON) API for your ML models with FastAPI, including best practices by default.
• PyCon UK 2019: FastAPI from the ground up - This talk shows how to build a simple REST API for a database from the ground up using FastAPI.

Tutorials

• Async SQLAlchemy with FastAPI - Learn how to use SQLAlchemy asynchronously.
• Build and Secure an API in Python with FastAPI - Secure and maintain an API based on FastAPI and SQLAlchemy.
• Deploy a Dockerized FastAPI App to Google Cloud Platform - A short guide to deploying a Dockerized Python app to Google Cloud Platform using Cloud Run and a SQL instance.
• Deploy Machine Learning Models with Keras, FastAPI, Redis and Docker
• Deploying Iris Classifications with FastAPI and Docker - Dockerizing a FastAPI application.
• Developing and Testing an Asynchronous API with FastAPI and Pytest - Develop and test an asynchronous API with FastAPI, Postgres, Pytest, and Docker using Test-Driven Development.
• FastAPI for Flask Users - Learn FastAPI with a side-by-side code comparison to Flask.
• FastAPI Microservice Patterns - Blog post series with exemplary implementations of microservice patterns.
• Local Development Environment - Skaffold, docker, kubectl and minikube in a nutshell.
• Service discovery in Container Orchestration Platforms - Enabling FastAPI service communication in Kubernetes explained.
• Asynchronous Communication - Enabling loosely coupled services with messaging.
• Application Monitoring - Application metric monitoring with Prometheus and Grafana.
• Serverless Deployment - About the current status of the compatibility between FastAPI and Kubernetes-native FaaS platforms.
• Getting started with GraphQL in Python with FastAPI and Ariadne - Generate a FullStack playground using FastAPI, GraphQL and Ariadne.
• Implementing FastAPI Services – Abstraction and Separation of Concerns - FastAPI application and service structure for a more maintainable codebase.
• Introducing FARM Stack - FastAPI, React, and MongoDB - Getting started with a complete FastAPI web application stack.
• Multitenancy with FastAPI, SQLAlchemy and PostgreSQL - Learn how to make FastAPI applications multi-tenant ready.
• Porting Flask to FastAPI for ML Model Serving - Comparison of Flask vs FastAPI.
• Real-time data streaming using FastAPI and WebSockets - Learn how to stream data from FastAPI directly into a real-time chart.
• Running FastAPI applications in production - Use Gunicorn with systemd for production deployments.
• Serving Machine Learning Models with FastAPI in Python - Use FastAPI to quickly and easily deploy and serve machine learning models in Python as a RESTful API.
• Streaming video with FastAPI - Learn how to serve video streams.
• Using Hypothesis and Schemathesis to Test FastAPI - Apply property-based testing to FastAPI.
• Deploy a Dockerized FastAPI App to Google Cloud Platform - A short guide to deploying a Dockerized Python app to Google Cloud Platform using Cloud Run and a SQL instance.
• Deploying Iris Classifications with FastAPI and Docker - Dockerizing a FastAPI application.
• FastAPI Microservice Patterns - Blog post series with exemplary implementations of microservice patterns.
• Local Development Environment - Skaffold, docker, kubectl and minikube in a nutshell.
• Service discovery in Container Orchestration Platforms - Enabling FastAPI service communication in Kubernetes explained.
• Asynchronous Communication - Enabling loosely coupled services with messaging.
• Application Monitoring - Application metric monitoring with Prometheus and Grafana.
• Serverless Deployment - About the current status of the compatibility between FastAPI and Kubernetes-native FaaS platforms.
• Deploy a Dockerized FastAPI App to Google Cloud Platform - A short guide to deploying a Dockerized Python app to Google Cloud Platform using Cloud Run and a SQL instance.
• Deploying Iris Classifications with FastAPI and Docker - Dockerizing a FastAPI application.
• FastAPI Microservice Patterns - Blog post series with exemplary implementations of microservice patterns.
• Local Development Environment - Skaffold, docker, kubectl and minikube in a nutshell.
• Service discovery in Container Orchestration Platforms - Enabling FastAPI service communication in Kubernetes explained.
• Asynchronous Communication - Enabling loosely coupled services with messaging.
• Application Monitoring - Application metric monitoring with Prometheus and Grafana.
• Serverless Deployment - About the current status of the compatibility between FastAPI and Kubernetes-native FaaS platforms.
• Deploy a Dockerized FastAPI App to Google Cloud Platform - A short guide to deploying a Dockerized Python app to Google Cloud Platform using Cloud Run and a SQL instance.
• Deploying Iris Classifications with FastAPI and Docker - Dockerizing a FastAPI application.
• FastAPI Microservice Patterns - Blog post series with exemplary implementations of microservice patterns.
• Local Development Environment - Skaffold, docker, kubectl and minikube in a nutshell.
• Service discovery in Container Orchestration Platforms - Enabling FastAPI service communication in Kubernetes explained.
• Asynchronous Communication - Enabling loosely coupled services with messaging.
• Application Monitoring - Application metric monitoring with Prometheus and Grafana.
• Serverless Deployment - About the current status of the compatibility between FastAPI and Kubernetes-native FaaS platforms.
• Deploy a Dockerized FastAPI App to Google Cloud Platform - A short guide to deploying a Dockerized Python app to Google Cloud Platform using Cloud Run and a SQL instance.
• Deploying Iris Classifications with FastAPI and Docker - Dockerizing a FastAPI application.
• FastAPI Microservice Patterns - Blog post series with exemplary implementations of microservice patterns.
• Local Development Environment - Skaffold, docker, kubectl and minikube in a nutshell.
• Service discovery in Container Orchestration Platforms - Enabling FastAPI service communication in Kubernetes explained.
• Asynchronous Communication - Enabling loosely coupled services with messaging.
• Application Monitoring - Application metric monitoring with Prometheus and Grafana.
• Serverless Deployment - About the current status of the compatibility between FastAPI and Kubernetes-native FaaS platforms.
• Deploy a Dockerized FastAPI App to Google Cloud Platform - A short guide to deploying a Dockerized Python app to Google Cloud Platform using Cloud Run and a SQL instance.
• Deploying Iris Classifications with FastAPI and Docker - Dockerizing a FastAPI application.
• FastAPI Microservice Patterns - Blog post series with exemplary implementations of microservice patterns.
• Local Development Environment - Skaffold, docker, kubectl and minikube in a nutshell.
• Service discovery in Container Orchestration Platforms - Enabling FastAPI service communication in Kubernetes explained.
• Asynchronous Communication - Enabling loosely coupled services with messaging.
• Application Monitoring - Application metric monitoring with Prometheus and Grafana.
• Serverless Deployment - About the current status of the compatibility between FastAPI and Kubernetes-native FaaS platforms.
• Deploy a Dockerized FastAPI App to Google Cloud Platform - A short guide to deploying a Dockerized Python app to Google Cloud Platform using Cloud Run and a SQL instance.
• Deploying Iris Classifications with FastAPI and Docker - Dockerizing a FastAPI application.
• FastAPI Microservice Patterns - Blog post series with exemplary implementations of microservice patterns.
• Local Development Environment - Skaffold, docker, kubectl and minikube in a nutshell.
• Service discovery in Container Orchestration Platforms - Enabling FastAPI service communication in Kubernetes explained.
• Asynchronous Communication - Enabling loosely coupled services with messaging.
• Application Monitoring - Application metric monitoring with Prometheus and Grafana.
• Serverless Deployment - About the current status of the compatibility between FastAPI and Kubernetes-native FaaS platforms.
• FastAPI Microservice Patterns - Blog post series with exemplary implementations of microservice patterns.
• Local Development Environment - Skaffold, docker, kubectl and minikube in a nutshell.
• Service discovery in Container Orchestration Platforms - Enabling FastAPI service communication in Kubernetes explained.
• Asynchronous Communication - Enabling loosely coupled services with messaging.
• Application Monitoring - Application metric monitoring with Prometheus and Grafana.
• Serverless Deployment - About the current status of the compatibility between FastAPI and Kubernetes-native FaaS platforms.
• FastAPI Microservice Patterns - Blog post series with exemplary implementations of microservice patterns.
• Local Development Environment - Skaffold, docker, kubectl and minikube in a nutshell.
• Service discovery in Container Orchestration Platforms - Enabling FastAPI service communication in Kubernetes explained.
• Asynchronous Communication - Enabling loosely coupled services with messaging.
• Application Monitoring - Application metric monitoring with Prometheus and Grafana.
• Serverless Deployment - About the current status of the compatibility between FastAPI and Kubernetes-native FaaS platforms.
• Deploy a Dockerized FastAPI App to Google Cloud Platform - A short guide to deploying a Dockerized Python app to Google Cloud Platform using Cloud Run and a SQL instance.
• Deploying Iris Classifications with FastAPI and Docker - Dockerizing a FastAPI application.
• FastAPI Microservice Patterns - Blog post series with exemplary implementations of microservice patterns.
• Local Development Environment - Skaffold, docker, kubectl and minikube in a nutshell.
• Service discovery in Container Orchestration Platforms - Enabling FastAPI service communication in Kubernetes explained.
• Asynchronous Communication - Enabling loosely coupled services with messaging.
• Application Monitoring - Application metric monitoring with Prometheus and Grafana.
• Serverless Deployment - About the current status of the compatibility between FastAPI and Kubernetes-native FaaS platforms.
• Deploy a Dockerized FastAPI App to Google Cloud Platform - A short guide to deploying a Dockerized Python app to Google Cloud Platform using Cloud Run and a SQL instance.
• Deploying Iris Classifications with FastAPI and Docker - Dockerizing a FastAPI application.
• FastAPI Microservice Patterns - Blog post series with exemplary implementations of microservice patterns.