awesome-awesomeness/html/fastapi.html

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<h1 id="awesome-fastapi-awesome">Awesome FastAPI | <a
href="https://github.com/sindresorhus/awesome"><img
src="https://awesome.re/badge-flat.svg" alt="Awesome" /></a></h1>
<blockquote>
<p>A curated list of awesome things related to FastAPI.</p>
</blockquote>
<p><a href="https://fastapi.tiangolo.com/">FastAPI</a> is a modern,
high-performance, batteries-included Python web framework that’s perfect
for building RESTful APIs.</p>
<h2 id="contents">Contents</h2>
<ul>
<li><a href="#third-party-extensions">Third-Party Extensions</a>
<ul>
<li><a href="#admin">Admin</a></li>
<li><a href="#auth">Auth</a></li>
<li><a href="#databases">Databases</a></li>
<li><a href="#developer-tools">Developer Tools</a></li>
<li><a href="#email">Email</a></li>
<li><a href="#utils">Utils</a></li>
</ul></li>
<li><a href="#resources">Resources</a>
<ul>
<li><a href="#official-resources">Official Resources</a></li>
<li><a href="#external-resources">External Resources</a></li>
<li><a href="#podcasts">Podcasts</a></li>
<li><a href="#articles">Articles</a></li>
<li><a href="#tutorials">Tutorials</a></li>
<li><a href="#talks">Talks</a></li>
<li><a href="#videos">Videos</a></li>
<li><a href="#courses">Courses</a></li>
<li><a href="#best-practices">Best Practices</a></li>
</ul></li>
<li><a href="#hosting">Hosting</a>
<ul>
<li><a href="#paas">PaaS</a></li>
<li><a href="#iaas">IaaS</a></li>
<li><a href="#serverless">Serverless</a></li>
</ul></li>
<li><a href="#projects">Projects</a>
<ul>
<li><a href="#boilerplate">Boilerplate</a></li>
<li><a href="#docker-images">Docker Images</a></li>
<li><a href="#open-source-projects">Open Source Projects</a></li>
</ul></li>
<li><a href="#sponsors">Sponsors</a></li>
</ul>
<h2 id="third-party-extensions">Third-Party Extensions</h2>
<h3 id="admin">Admin</h3>
<ul>
<li><a href="https://github.com/fastapi-admin/fastapi-admin">FastAPI
Admin</a> - Functional admin panel that provides a user interface for
performing CRUD operations on your data. Currently only works with the
Tortoise ORM.</li>
<li><a href="https://github.com/amisadmin/fastapi-amis-admin">FastAPI
Amis Admin</a> - A high-performance, efficient and easily extensible
FastAPI admin framework.</li>
<li><a href="https://github.com/piccolo-orm/piccolo_admin">Piccolo
Admin</a> - A powerful and modern admin GUI, using the Piccolo ORM.</li>
<li><a href="https://github.com/aminalaee/sqladmin">SQLAlchemy Admin</a>
- Admin Panel for FastAPI/Starlette that works with SQLAlchemy
models.</li>
<li><a href="https://github.com/jowilf/starlette-admin">Starlette
Admin</a> - Admin framework for FastAPI/Starlette, supporting
SQLAlchemy, SQLModel, MongoDB, and ODMantic.</li>
</ul>
<h3 id="auth">Auth</h3>
<ul>
<li><a href="https://github.com/yezz123/AuthX">AuthX</a> - Customizable
Authentications and Oauth2 management for FastAPI.</li>
<li><a href="https://github.com/dmontagu/fastapi-auth">FastAPI Auth</a>
- Pluggable auth that supports the OAuth2 Password Flow with JWT access
and refresh tokens.</li>
<li><a href="https://github.com/Intility/fastapi-azure-auth">FastAPI
Azure Auth</a> - Azure AD authentication for your APIs with single and
multi tenant support.</li>
<li><a href="https://github.com/tokusumi/fastapi-cloudauth">FastAPI
Cloud Auth</a> - Simple integration between FastAPI and cloud
authentication services (AWS Cognito, Auth0, Firebase
Authentication).</li>
<li><a href="https://github.com/MushroomMaula/fastapi_login">FastAPI
Login</a> - Account management and authentication (based on <a
href="https://github.com/maxcountryman/flask-login">Flask-Login</a>).</li>
<li><a href="https://github.com/IndominusByte/fastapi-jwt-auth">FastAPI
JWT Auth</a> - JWT auth (based on <a
href="https://github.com/vimalloc/flask-jwt-extended">Flask-JWT-Extended</a>).</li>
<li><a href="https://github.com/holgi/fastapi-permissions">FastAPI
Permissions</a> - Row-level permissions.</li>
<li><a href="https://github.com/jacobsvante/fastapi-security">FastAPI
Security</a> - Implements authentication and authorization as
dependencies in FastAPI.</li>
<li><a
href="https://github.com/mrtolkien/fastapi_simple_security">FastAPI
Simple Security</a> - Out-of-the-box API key security manageable through
path operations.</li>
<li><a href="https://github.com/fastapi-users/fastapi-users">FastAPI
Users</a> - Account management, authentication, authorization.</li>
</ul>
<h3 id="databases">Databases</h3>
<h4 id="orms">ORMs</h4>
<ul>
<li><a href="https://github.com/mfreeborn/fastapi-sqlalchemy">FastAPI
SQLAlchemy</a> - Simple integration between FastAPI and <a
href="https://www.sqlalchemy.org/">SQLAlchemy</a>.</li>
<li><a
href="https://github.com/dialoguemd/fastapi-sqla">Fastapi-SQLA</a> -
SQLAlchemy extension for FastAPI with support for pagination, asyncio,
and pytest.</li>
<li><a href="https://github.com/Ignisor/FastAPIwee">FastAPIwee</a> - A
simple way to create REST API based on <a
href="https://github.com/coleifer/peewee">PeeWee</a> models.</li>
<li><a href="https://github.com/python-gino/gino">GINO</a> - A
lightweight asynchronous ORM built on top of SQLAlchemy core for Python
asyncio.
<ul>
<li><a
href="https://github.com/leosussan/fastapi-gino-arq-uvicorn">FastAPI
Example</a></li>
</ul></li>
<li><a href="https://github.com/encode/orm">ORM</a> - An async ORM.</li>
<li><a href="https://collerek.github.io/ormar/">ormar</a> - Ormar is an
async ORM that uses Pydantic validation and can be used directly in
FastAPI requests and responses so you are left with only one set of
models to maintain. Alembic migrations included.
<ul>
<li><a href="https://collerek.github.io/ormar/fastapi/">FastAPI
Example</a> - Using FastAPI with ormar.</li>
</ul></li>
<li><a href="https://github.com/piccolo-orm/piccolo">Piccolo</a> - An
async ORM and query builder, supporting Postgres and SQLite, with
batteries (migrations, security, etc).
<ul>
<li><a href="https://github.com/piccolo-orm/piccolo_examples">FastAPI
Examples</a> - Using FastAPI with Piccolo.</li>
</ul></li>
<li><a href="https://github.com/RobertCraigie/prisma-client-py">Prisma
Client Python</a> - An auto-generated, fully type safe ORM powered by
Pydantic and tailored specifically for your schema - supports SQLite,
PostgreSQL, MySQL, MongoDB, MariaDB and more.
<ul>
<li><a
href="https://github.com/RobertCraigie/prisma-client-py/tree/main/examples/fastapi-basic">FastAPI
Example</a></li>
</ul></li>
<li><a href="https://tortoise.github.io">Tortoise ORM</a> - An
easy-to-use asyncio ORM (Object Relational Mapper) inspired by Django.
<ul>
<li><a href="https://tortoise.github.io/examples/fastapi.html">FastAPI
Example</a> - An example of the Tortoise-ORM FastAPI integration.</li>
<li><a
href="https://web.archive.org/web/20200523174158/https://robwagner.dev/tortoise-fastapi-setup/">Tutorial:
Setting up Tortoise ORM with FastAPI</a></li>
<li><a href="https://github.com/tortoise/aerich">Aerich</a> - Tortoise
ORM migrations tools.</li>
</ul></li>
<li><a href="https://sqlmodel.tiangolo.com/">SQLModel</a> - SQLModel
(which is powered by Pydantic and SQLAlchemy) is a library for
interacting with SQL databases from Python code, with Python
objects.</li>
</ul>
<h4 id="query-builders">Query Builders</h4>
<ul>
<li><a href="https://github.com/CanopyTax/asyncpgsa">asyncpgsa</a> - A
wrapper around <a
href="https://github.com/MagicStack/asyncpg">asyncpg</a> for use with <a
href="https://docs.sqlalchemy.org/en/latest/core/">SQLAlchemy
Core</a>.</li>
<li><a href="https://github.com/encode/databases">Databases</a> - Async
SQL query builder that works on top of the <a
href="https://docs.sqlalchemy.org/en/latest/core/">SQLAlchemy Core</a>
expression language.</li>
</ul>
<h4 id="odms">ODMs</h4>
<ul>
<li><a href="https://github.com/roman-right/beanie">Beanie</a> -
Asynchronous Python ODM for MongoDB, based on <a
href="https://motor.readthedocs.io/en/stable/">Motor</a> and <a
href="https://docs.pydantic.dev/latest/">Pydantic</a>, which supports
data and schema migrations out of the box.</li>
<li><a href="http://mongoengine.org/">MongoEngine</a> - A
Document-Object Mapper (think ORM, but for document databases) for
working with MongoDB from Python.</li>
<li><a href="https://motor.readthedocs.io/">Motor</a> - Asynchronous
Python driver for MongoDB.</li>
<li><a href="https://art049.github.io/odmantic/">ODMantic</a> - AsyncIO
MongoDB ODM integrated with <a
href="https://docs.pydantic.dev/latest/">Pydantic</a>.</li>
<li><a href="https://github.com/pynamodb/PynamoDB">PynamoDB</a> - A
pythonic interface to Amazon’s DynamoDB.</li>
</ul>
<h4 id="other-tools">Other Tools</h4>
<ul>
<li><a
href="https://github.com/tiangolo/pydantic-sqlalchemy">Pydantic-SQLAlchemy</a>
- Convert SQLAlchemy models to <a
href="https://docs.pydantic.dev/latest/">Pydantic</a> models.</li>
<li><a
href="https://nf1s.github.io/fastapi-camelcase/">FastAPI-CamelCase</a> -
CamelCase JSON support for FastAPI utilizing <a
href="https://docs.pydantic.dev/latest/">Pydantic</a>.
<ul>
<li><a
href="https://medium.com/analytics-vidhya/camel-case-models-with-fast-api-and-pydantic-5a8acb6c0eee">CamelCase
Models with FastAPI and Pydantic</a> - Accompanying blog post from the
author of the extension.</li>
</ul></li>
</ul>
<h3 id="developer-tools">Developer Tools</h3>
<ul>
<li><a href="https://github.com/koxudaxi/fastapi-code-generator">FastAPI
Code Generator</a> - Create a FastAPI app from an OpenAPI file, enabling
schema-driven development.</li>
<li><a href="https://github.com/dmontagu/fastapi_client">FastAPI Client
Generator</a> - Generate a mypy- and IDE-friendly API client from an
OpenAPI spec.</li>
<li><a href="https://github.com/fastapi-mvc/fastapi-mvc">FastAPI MVC</a>
- Developer productivity tool for making high-quality FastAPI
production-ready APIs.</li>
<li><a href="https://github.com/sunhailin-Leo/fastapi_profiler">FastAPI
Profiler</a> - A FastAPI Middleware of joerick/pyinstrument to check
your service performance.</li>
<li><a href="https://github.com/DeanWay/fastapi-versioning">FastAPI
Versioning</a> - API versioning.</li>
<li><a
href="https://github.com/Invictify/Jupter-Notebook-REST-API">Jupyter
Notebook REST API</a> - Run your Jupyter notebooks as RESTful API
endpoints.</li>
<li><a href="https://github.com/ycd/manage-fastapi">Manage FastAPI</a> -
CLI tool for generating and managing FastAPI projects.</li>
<li><a
href="https://github.com/florimondmanca/msgpack-asgi">msgpack-asgi</a> -
Automatic <a href="https://msgpack.org/">MessagePack</a> content
negotiation.</li>
</ul>
<h3 id="email">Email</h3>
<ul>
<li><a href="https://github.com/sabuhish/fastapi-mail">FastAPI Mail</a>
- Lightweight mail system for sending emails and attachments (individual
and bulk).</li>
</ul>
<h3 id="utils">Utils</h3>
<ul>
<li><a href="https://github.com/snok/asgi-correlation-id">ASGI
Correlation ID</a> - Request ID logging middleware.</li>
<li><a href="https://github.com/comeuplater/fastapi_cache">FastAPI
Cache</a> - A simple lightweight cache system.</li>
<li><a href="https://github.com/long2ice/fastapi-cache">FastAPI
Cache</a> - A tool to cache FastAPI response and function results, with
support for Redis, Memcached, DynamoDB, and in-memory backends.</li>
<li><a href="https://github.com/mikeckennedy/fastapi-chameleon">FastAPI
Chameleon</a> - Adds integration of the Chameleon template language to
FastAPI.</li>
<li><a href="https://github.com/identixone/fastapi_contrib">FastAPI
Contrib</a> - Opinionated set of utilities: pagination, auth middleware,
permissions, custom exception handlers, MongoDB support, and Opentracing
middleware.</li>
<li><a href="https://github.com/awtkns/fastapi-crudrouter">FastAPI
CRUDRouter</a> - A FastAPI router that automatically creates and
documents CRUD routes for your models.</li>
<li><a href="https://github.com/melvinkcx/fastapi-events">FastAPI
Events</a> - Asynchronous event dispatching/handling library for FastAPI
and Starlette.</li>
<li><a href="https://github.com/Pytlicek/fastapi-featureflags">FastAPI
FeatureFlags</a> - Simple implementation of feature flags for
FastAPI.</li>
<li><a href="https://github.com/AGeekInside/fastapi-jinja">FastAPI
Jinja</a> - Adds integration of the Jinja template language to
FastAPI.</li>
<li><a href="https://github.com/yezz123/fastapi-lazy">FastAPI Lazy</a> -
Lazy package to start your project using FastAPI.</li>
<li><a href="https://github.com/long2ice/fastapi-limiter">FastAPI
Limiter</a> - A request rate limiter for FastAPI.</li>
<li><a href="https://github.com/sabuhish/fastapi-mqtt">FastAPI MQTT</a>
- An extension for the MQTT protocol.</li>
<li><a href="https://github.com/wesdu/fastapi-opentracing">FastAPI
Opentracing</a> - Opentracing middleware and database tracing support
for FastAPI.</li>
<li><a href="https://github.com/uriyyo/fastapi-pagination">FastAPI
Pagination</a> - Pagination for FastAPI.</li>
<li><a href="https://github.com/madkote/fastapi-plugins">FastAPI
Plugins</a> - Redis and Scheduler plugins.</li>
<li><a href="https://github.com/skallfass/fastapi_serviceutils">FastAPI
ServiceUtils</a> - Generator for creating API services.</li>
<li><a href="https://github.com/pyropy/fastapi-socketio">FastAPI
SocketIO</a> - Easy integration for FastAPI and SocketIO.</li>
<li><a href="https://github.com/dmontagu/fastapi-utils">FastAPI
Utilities</a> - Reusable utilities: class-based views, response
inferring router, periodic tasks, timing middleware, SQLAlchemy session,
OpenAPI spec simplification.</li>
<li><a
href="https://github.com/authorizon/fastapi_websocket_pubsub">FastAPI
Websocket Pub/Sub</a> - The classic pub/sub pattern made easily
accessible and scalable over the web and across your cloud in
realtime.</li>
<li><a
href="https://github.com/authorizon/fastapi_websocket_rpc">FastAPI
Websocket RPC</a> - RPC (bidirectional JSON RPC) over Websockets made
easy, robust, and production ready.</li>
<li><a
href="https://github.com/open-telemetry/opentelemetry-python-contrib/tree/main/instrumentation/opentelemetry-instrumentation-fastapi">OpenTelemetry
FastAPI Instrumentation</a> - Library provides automatic and manual
instrumentation of FastAPI web frameworks, instrumenting http requests
served by applications utilizing the framework.</li>
<li><a
href="https://github.com/BeeMyDesk/prerender-python-starlette">Prerender
Python Starlette</a> - Starlette middleware for Prerender.</li>
<li><a
href="https://github.com/trallnag/prometheus-fastapi-instrumentator">Prometheus
FastAPI Instrumentator</a> - A configurable and modular Prometheus
Instrumentator for your FastAPI application.</li>
<li><a href="https://github.com/laurents/slowapi">SlowApi</a> - Rate
limiter (based on <a
href="https://flask-limiter.readthedocs.io">Flask-Limiter</a>).</li>
<li><a href="https://github.com/tomwojcik/starlette-context">Starlette
Context</a> - Allows you to store and access the request data anywhere
in your project, useful for logging.</li>
<li><a
href="https://github.com/stephenhillier/starlette_exporter">Starlette
Exporter</a> - One more prometheus integration for FastAPI and
Starlette.</li>
<li><a
href="https://github.com/acidjunk/starlette-opentracing">Starlette
OpenTracing</a> - Opentracing support for Starlette and FastAPI.</li>
<li><a href="https://github.com/perdy/starlette-prometheus">Starlette
Prometheus</a> - Prometheus integration for FastAPI and Starlette.</li>
<li><a
href="https://github.com/strawberry-graphql/strawberry">Strawberry
GraphQL</a> - Python GraphQL library based on dataclasses.</li>
</ul>
<h2 id="resources">Resources</h2>
<h3 id="official-resources">Official Resources</h3>
<ul>
<li><a href="https://fastapi.tiangolo.com/">Documentation</a> -
Comprehensive documentation.</li>
<li><a href="https://fastapi.tiangolo.com/tutorial/">Tutorial</a> -
Official tutorial showing you how to use FastAPI with most of its
features, step by step.</li>
<li><a href="https://github.com/tiangolo/fastapi">Source Code</a> -
Hosted on GitHub.</li>
<li><a href="https://discord.com/invite/VQjSZaeJmf">Discord</a> - Chat
with other FastAPI users.</li>
</ul>
<h3 id="external-resources">External Resources</h3>
<ul>
<li><a href="https://testdriven.io/blog/topics/fastapi/">TestDriven.io
FastAPI</a> - Multiple FastAPI-specific articles that focus on
developing and testing production-ready RESTful APIs, serving up machine
learning models, and more.</li>
</ul>
<h3 id="podcasts">Podcasts</h3>
<ul>
<li><a
href="https://www.pythonpodcast.com/fastapi-web-application-framework-episode-259/">Build
The Next Generation Of Python Web Applications With FastAPI</a> - In
this episode of <a href="https://www.pythonpodcast.com/">Podcast
Init</a>, the creator of FastAPI, <a
href="https://tiangolo.com/">Sebastián Ramirez</a>, shares his
motivations for building FastAPI and how it works under the hood.</li>
<li><a
href="https://pythonbytes.fm/episodes/show/123/time-to-right-the-py-wrongs?time_in_sec=855">FastAPI
on PythonBytes</a> - Nice overview of the project.</li>
</ul>
<h3 id="articles">Articles</h3>
<ul>
<li><a
href="https://towardsdatascience.com/fastapi-has-ruined-flask-forever-for-me-73916127da">FastAPI
has Ruined Flask Forever for Me</a></li>
<li><a
href="https://medium.com/@calebkaiser/why-we-switched-from-flask-to-fastapi-for-production-machine-learning-765aab9b3679">Why
we switched from Flask to FastAPI for production machine learning</a> -
In-depth look at why you may want to move from Flask to FastAPI.</li>
</ul>
<h3 id="tutorials">Tutorials</h3>
<ul>
<li><a href="https://stribny.name/blog/fastapi-asyncalchemy/">Async
SQLAlchemy with FastAPI</a> - Learn how to use SQLAlchemy
asynchronously.</li>
<li><a
href="https://blog.yezz.me/blog/Build-and-Secure-an-API-in-Python-with-FastAPI">Build
and Secure an API in Python with FastAPI</a> - Secure and maintain an
API based on FastAPI and SQLAlchemy.</li>
<li><a
href="https://towardsdatascience.com/deploy-a-dockerized-fastapi-app-to-google-cloud-platform-24f72266c7ef">Deploy
a Dockerized FastAPI App to Google Cloud Platform</a> - A short guide to
deploying a Dockerized Python app to Google Cloud Platform using Cloud
Run and a SQL instance.</li>
<li><a
href="https://medium.com/analytics-vidhya/deploy-machine-learning-models-with-keras-fastapi-redis-and-docker-4940df614ece">Deploy
Machine Learning Models with Keras, FastAPI, Redis and Docker</a></li>
<li><a
href="https://towardsdatascience.com/deploying-iris-classifications-with-fastapi-and-docker-7c9b83fdec3a">Deploying
Iris Classifications with FastAPI and Docker</a> - Dockerizing a FastAPI
application.</li>
<li><a href="https://testdriven.io/blog/fastapi-crud/">Developing and
Testing an Asynchronous API with FastAPI and Pytest</a> - Develop and
test an asynchronous API with FastAPI, Postgres, Pytest, and Docker
using Test-Driven Development.</li>
<li><a href="https://amitness.com/2020/06/fastapi-vs-flask/">FastAPI for
Flask Users</a> - Learn FastAPI with a side-by-side code comparison to
Flask.</li>
<li><a
href="https://python.plainenglish.io/fastapi-microservice-patterns-3052c1241019">FastAPI
Microservice Patterns</a> - Blog post series with exemplary
implementations of microservice patterns.
<ul>
<li><a
href="https://python.plainenglish.io/fastapi-microservice-patterns-local-development-environment-12182e786f1c">Local
Development Environment</a> - Skaffold, docker, kubectl and minikube in
a nutshell.</li>
<li><a
href="https://python.plainenglish.io/fastapi-microservice-patterns-service-discovery-in-container-orchestration-platforms-290c00d1ad8">Service
discovery in Container Orchestration Platforms</a> - Enabling FastAPI
service communication in Kubernetes explained.</li>
<li><a
href="https://python.plainenglish.io/fastapi-microservice-patterns-asynchronous-communication-45a3b68f8bb8">Asynchronous
Communication</a> - Enabling loosely coupled services with
messaging.</li>
<li><a
href="https://python.plainenglish.io/fastapi-microservice-patterns-application-monitoring-49fcb7341d9a">Application
Monitoring</a> - Application metric monitoring with Prometheus and
Grafana.</li>
<li><a
href="https://python.plainenglish.io/fastapi-microservice-serverless-deployment-41a6d21e5cb3">Serverless
Deployment</a> - About the current status of the compatibility between
FastAPI and Kubernetes-native FaaS platforms.</li>
</ul></li>
<li><a
href="https://blog.yezz.me/blog/Getting-started-with-GraphQL-in-Python-with-FastAPI-and-Ariadne">Getting
started with GraphQL in Python with FastAPI and Ariadne</a> - Generate a
FullStack playground using FastAPI, GraphQL and Ariadne.</li>
<li><a
href="https://camillovisini.com/coding/abstracting-fastapi-services">Implementing
FastAPI Services – Abstraction and Separation of Concerns</a> - FastAPI
application and service structure for a more maintainable codebase.</li>
<li><a
href="https://www.mongodb.com/developer/languages/python/farm-stack-fastapi-react-mongodb/">Introducing
FARM Stack - FastAPI, React, and MongoDB</a> - Getting started with a
complete FastAPI web application stack.</li>
<li><a
href="https://mergeboard.com/blog/6-multitenancy-fastapi-sqlalchemy-postgresql/">Multitenancy
with FastAPI, SQLAlchemy and PostgreSQL</a> - Learn how to make FastAPI
applications multi-tenant ready.</li>
<li><a
href="https://www.pluralsight.com/tech-blog/porting-flask-to-fastapi-for-ml-model-serving/">Porting
Flask to FastAPI for ML Model Serving</a> - Comparison of Flask vs
FastAPI.</li>
<li><a
href="https://stribny.name/blog/2020/07/real-time-data-streaming-using-fastapi-and-websockets/">Real-time
data streaming using FastAPI and WebSockets</a> - Learn how to stream
data from FastAPI directly into a real-time chart.</li>
<li><a href="https://stribny.name/blog/fastapi-production/">Running
FastAPI applications in production</a> - Use Gunicorn with systemd for
production deployments.</li>
<li><a
href="https://medium.com/@8B_EC/tutorial-serving-machine-learning-models-with-fastapi-in-python-c1a27319c459">Serving
Machine Learning Models with FastAPI in Python</a> - Use FastAPI to
quickly and easily deploy and serve machine learning models in Python as
a RESTful API.</li>
<li><a href="https://stribny.name/blog/fastapi-video/">Streaming video
with FastAPI</a> - Learn how to serve video streams.</li>
<li><a href="https://testdriven.io/blog/fastapi-hypothesis/">Using
Hypothesis and Schemathesis to Test FastAPI</a> - Apply property-based
testing to FastAPI.</li>
</ul>
<h3 id="talks">Talks</h3>
<ul>
<li><a href="https://www.youtube.com/watch?v=z9K5pwb0rt8">PyConBY 2020:
Serve ML models easily with FastAPI</a> - 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.</li>
<li><a href="https://www.youtube.com/watch?v=3DLwPcrE5mA">PyCon UK 2019:
FastAPI from the ground up</a> - This talk shows how to build a simple
REST API for a database from the ground up using FastAPI.</li>
</ul>
<h3 id="videos">Videos</h3>
<ul>
<li><a href="https://www.youtube.com/watch?v=5GorMC2lPpk">Building a
Stock Screener with FastAPI</a> - A you build a web-based stock screener
with FastAPI, you’ll be introduced to many of FastAPI’s features,
including Pydantic models, dependency injection, background tasks, and
SQLAlchemy integration.</li>
<li><a href="https://www.youtube.com/watch?v=Pe66M8mn-wA">Building Web
APIs Using FastAPI</a> - Use FastAPI to build a web application
programming interface (RESTful API).</li>
<li><a
href="https://www.youtube.com/watch?v=PUhio8CprhI&amp;list=PL5gdMNl42qynpY-o43Jk3evfxEKSts3HS">FastAPI
- A Web Framework for Python</a> - See how to do numeric validations
with FastAPI.</li>
<li><a href="https://www.youtube.com/watch?v=9YBAOYQOzWs">FastAPI
vs. Django vs. Flask</a> - Which framework is best for Python in 2020?
Which uses async/await the best? Which is the fastest?</li>
<li><a href="https://www.youtube.com/watch?v=mkDxuRvKUL8">Serving
Machine Learning Models As API with FastAPI</a> - Build a machine
learning API with FastAPI.</li>
</ul>
<h3 id="courses">Courses</h3>
<ul>
<li><a href="https://testdriven.io/courses/tdd-fastapi/">Test-Driven
Development with FastAPI and Docker</a> - Learn how to build, test, and
deploy a text summarization microservice with Python, FastAPI, and
Docker.</li>
<li><a
href="https://training.talkpython.fm/courses/getting-started-with-fastapi">Modern
APIs with FastAPI and Python</a> - A course designed to get you creating
new APIs running in the cloud with FastAPI quickly.</li>
<li><a
href="https://training.talkpython.fm/courses/full-html-web-applications-with-fastapi">Full
Web Apps with FastAPI Course</a> - You’ll learn to build full web apps
with FastAPI, equivalent to what you can do with Flask or Django.</li>
<li><a href="https://testdriven.io/courses/fastapi-celery/">The
Definitive Guide to Celery and FastAPI</a> - Learn how to add Celery to
a FastAPI application to provide asynchronous task processing.</li>
</ul>
<h3 id="best-practices">Best Practices</h3>
<ul>
<li><a
href="https://github.com/zhanymkanov/fastapi-best-practices">FastAPI
Best Practices</a> - Collection of best practices in a GitHub repo.</li>
</ul>
<h2 id="hosting">Hosting</h2>
<h3 id="paas">PaaS</h3>
<p>(Platforms-as-a-Service)</p>
<ul>
<li><a href="https://www.heroku.com/">Heroku</a> (<a
href="https://tutlinks.com/create-and-deploy-fastapi-app-to-heroku/">Step-by-step
tutorial</a>, <a
href="https://testdriven.io/blog/fastapi-machine-learning/">ML model on
Heroku tutorial</a>)</li>
<li><a href="https://aws.amazon.com/elasticbeanstalk/">AWS Elastic
Beanstalk</a></li>
<li><a href="https://cloud.google.com/appengine/">Google App
Engine</a></li>
<li><a
href="https://azure.microsoft.com/en-us/products/app-service/">Microsoft
Azure App Service</a></li>
<li><a href="https://www.deta.sh/">Deta</a> (<a
href="https://dev.to/athulcajay/fastapi-deta-ni5">example</a>)</li>
</ul>
<h3 id="iaas">IaaS</h3>
<p>(Infrastructure-as-a-Service)</p>
<ul>
<li><a href="https://aws.amazon.com/ec2/">AWS EC2</a></li>
<li><a href="https://cloud.google.com/compute/">Google Compute
Engine</a></li>
<li><a href="https://www.digitalocean.com/">Digital Ocean</a></li>
<li><a href="https://www.linode.com/">Linode</a></li>
</ul>
<h3 id="serverless">Serverless</h3>
<p>Frameworks:</p>
<ul>
<li><a href="https://github.com/aws/chalice">Chalice</a></li>
<li><a href="https://mangum.io/">Mangum</a> - Adapter for running ASGI
applications with AWS Lambda and API Gateway.</li>
<li><a href="https://vercel.com/">Vercel</a> - (formerly Zeit) (<a
href="https://github.com/Snailedlt/Markdown-Videos">example</a>).</li>
</ul>
<p>Compute:</p>
<ul>
<li><a href="https://aws.amazon.com/lambda/">AWS Lambda</a> (<a
href="https://github.com/iwpnd/fastapi-aws-lambda-example">example</a>)</li>
<li><a href="https://cloud.google.com/functions/">Google Cloud
Functions</a></li>
<li><a
href="https://azure.microsoft.com/en-us/products/functions/">Azure
Functions</a></li>
<li><a href="https://cloud.google.com/run">Google Cloud Run</a> (<a
href="https://github.com/anthonycorletti/cloudrun-fastapi">example</a>)</li>
</ul>
<h2 id="projects">Projects</h2>
<h3 id="boilerplate">Boilerplate</h3>
<ul>
<li><a
href="https://github.com/tiangolo/full-stack-fastapi-postgresql">Full
Stack FastAPI and PostgreSQL - Base Project Generator</a> - Full stack,
modern web application generator, which includes FastAPI, PostgreSQL,
Docker, Celery, Vue frontend, automatic HTTPS and more (developed by the
creator of FastAPI, <a href="https://github.com/tiangolo">Sebastián
Ramírez</a>).</li>
<li><a
href="https://github.com/prostomarkeloff/fastapi-tortoise">FastAPI and
Tortoise ORM</a> - Powerful but simple template for web APIs w/ FastAPI
(as web framework) and Tortoise-ORM (for working via database without
headache).</li>
<li><a href="https://github.com/eightBEC/fastapi-ml-skeleton">FastAPI
Model Server Skeleton</a> - Skeleton app to serve machine learning
models production-ready.</li>
<li><a
href="https://github.com/microsoft/cookiecutter-spacy-fastapi">cookiecutter-spacy-fastapi</a>
- Quick deployments of spaCy models with FastAPI.</li>
<li><a
href="https://github.com/arthurhenrique/cookiecutter-fastapi">cookiecutter-fastapi</a>
- Cookiecutter template for FastAPI projects using: Machine Learning,
Poetry, Azure Pipelines and pytest.</li>
<li><a
href="https://github.com/openapi-generators/openapi-python-client">openapi-python-client</a>
- Generate modern FastAPI Python clients (via FastAPI) from
OpenAPI.</li>
<li><a href="https://github.com/vutran1710/YeomanPywork">Pywork</a> - <a
href="https://yeoman.io/">Yeoman</a> generator to scaffold a FastAPI
app.</li>
<li><a
href="https://github.com/leosussan/fastapi-gino-arq-uvicorn">fastapi-gino-arq-uvicorn</a>
- Template for a high-performance async REST API, in Python. FastAPI +
GINO + Arq + Uvicorn (w/ Redis and PostgreSQL).</li>
<li><a href="https://github.com/Buuntu/fastapi-react">FastAPI and React
Template</a> - Full stack cookiecutter boilerplate using FastAPI,
TypeScript, Docker, PostgreSQL, and React.</li>
<li><a href="https://github.com/rednafi/fastapi-nano">FastAPI Nano</a> -
Simple FastAPI template with factory pattern architecture.</li>
<li><a href="https://github.com/s3rius/FastAPI-template">FastAPI
template</a> - Flexible, lightweight FastAPI project generator. It
includes support for SQLAlchemy, multiple databases, CI/CD, Docker, and
Kubernetes.</li>
<li><a
href="https://github.com/anthonycorletti/cloudrun-fastapi">FastAPI on
Google Cloud Run</a> - Boilerplate for API building with FastAPI,
SQLModel, and Google Cloud Run.</li>
<li><a
href="https://github.com/anthonycorletti/firestore-fastapi">FastAPI with
Firestore</a> - Boilerplate for API building with FastAPI and Google
Cloud Firestore.</li>
<li><a
href="https://github.com/jonra1993/fastapi-alembic-sqlmodel-async">fastapi-alembic-sqlmodel-async</a>
- This is a project template which uses FastAPI, Alembic, and async
SQLModel as ORM.</li>
<li><a
href="https://github.com/mirzadelic/fastapi-starter-project">fastapi-starter-project</a>
- A project template which uses FastAPI, SQLModel, Alembic, Pytest,
Docker, GitHub Actions CI.</li>
</ul>
<h3 id="docker-images">Docker Images</h3>
<ul>
<li><a href="https://github.com/br3ndonland/inboard">inboard</a> -
Docker images to power your FastAPI apps and help you ship faster.</li>
<li><a
href="https://github.com/tiangolo/uvicorn-gunicorn-fastapi-docker">uvicorn-gunicorn-fastapi-docker</a>
- Docker image with Uvicorn managed by Gunicorn for high-performance
FastAPI web applications in Python 3.7 and 3.6 with performance
auto-tuning.</li>
<li><a
href="https://github.com/max-pfeiffer/uvicorn-gunicorn-poetry">uvicorn-gunicorn-poetry</a>
- 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.</li>
<li><a
href="https://github.com/max-pfeiffer/uvicorn-poetry">uvicorn-poetry</a>
- 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.</li>
</ul>
<h3 id="open-source-projects">Open Source Projects</h3>
<ul>
<li><a href="https://github.com/anthonycorletti/astrobase">Astrobase</a>
- Simple, fast, and secure deployments anywhere.</li>
<li><a href="https://github.com/Kludex/awesome-fastapi-projects">Awesome
FastAPI Projects</a> - Organized list of projects that use FastAPI.</li>
<li><a href="https://github.com/bitcart/bitcart">Bitcart</a> - Platform
for merchants, users and developers which offers easy setup and
use.</li>
<li><a href="https://github.com/bali-framework/bali">Bali</a> - Simplify
Cloud Native Microservices development base on FastAPI and gRPC.</li>
<li><a href="https://github.com/pietrobassi/bunnybook">Bunnybook</a> - A
tiny social network built with FastAPI, React+RxJs, Neo4j, PostgreSQL,
and Redis.</li>
<li><a
href="https://github.com/egbakou/coronavirus-tg-api">Coronavirus-tg-api</a>
- API for tracking the global coronavirus (COVID-19, SARS-CoV-2)
outbreak.</li>
<li><a href="https://github.com/Netflix/dispatch">Dispatch</a> - Manage
security incidents.</li>
<li>FastAPI CRUD Example:
<ul>
<li><a href="https://github.com/testdrivenio/fastapi-crud-async">Async
flavor</a></li>
<li><a href="https://github.com/testdrivenio/fastapi-crud-sync">Sync
Flavor</a></li>
</ul></li>
<li><a href="https://github.com/Blueswen/fastapi-observability">FastAPI
with Observability</a> - Observe FastAPI app with three pillars of
observability: Traces (Tempo), Metrics (Prometheus), Logs (Loki) on
Grafana through OpenTelemetry and OpenMetrics.</li>
<li><a href="https://github.com/yezz123/DogeAPI">DogeAPI</a> - API with
high performance to create a simple blog and CRUD with
OAuth2PasswordBearer.</li>
<li><a
href="https://github.com/kthwaite/fastapi-websocket-broadcast">FastAPI
Websocket Broadcast</a> - Websocket ‘broadcast’ demo.</li>
<li><a href="https://github.com/GregaVrbancic/fastapi-celery">FastAPI
with Celery, RabbitMQ, and Redis</a> - Minimal example utilizing FastAPI
and Celery with RabbitMQ for task queue, Redis for Celery backend, and
Flower for monitoring the Celery tasks.</li>
<li><a href="https://github.com/yezz123/JeffQL/">JeffQL</a> - Simple
authentication and login API using GraphQL and JWT.</li>
<li><a href="https://github.com/smagafurov/fastapi-jsonrpc">JSON-RPC
Server</a> - JSON-RPC server based on FastAPI.</li>
<li><a href="https://github.com/rclement/mailer">Mailer</a> -
Dead-simple mailer micro-service for static websites.</li>
<li><a
href="https://github.com/Snailedlt/Markdown-Videos">Markdown-Videos</a>
- API for generating thumbnails to embed into your markdown
content.</li>
<li><a href="https://github.com/harshitsinghai77/nemo-backend">Nemo</a>
- Be productive with Nemo.</li>
<li><a href="https://github.com/authorizon/opal">OPAL (Open Policy
Administration Layer)</a> - Real-time authorization updates on top of
Open-Policy; built with FastAPI, Typer, and FastAPI WebSocket
pub/sub.</li>
<li><a
href="https://github.com/markqiu/fastapi-mongodb-realworld-example-app">RealWorld
Example App - mongo</a></li>
<li><a
href="https://github.com/nsidnev/fastapi-realworld-example-app">RealWorld
Example App - postgres</a></li>
<li><a
href="https://github.com/leonh/redis-streams-fastapi-chat">redis-streams-fastapi-chat</a>
- A simple Redis Streams backed chat app using Websockets, Asyncio and
FastAPI/Starlette.</li>
<li><a
href="https://github.com/ljvmiranda921/sprites-as-a-service">Sprites as
a service</a> - Generate your personal 8-bit avatars using Cellular
Automata.</li>
<li><a href="https://github.com/uhavin/slackers">Slackers</a> - Slack
webhooks API.</li>
<li><a href="https://github.com/cs01/termpair">TermPair</a> - View and
control terminals from your browser with end-to-end encryption.</li>
<li><a href="https://github.com/ycd/universities">Universities</a> - API
service for obtaining information about +9600 universities
worldwide.</li>
</ul>
<h2 id="sponsors">Sponsors</h2>
<p>Please support this open source project by checking out our
sponsors:</p>
<p><a href="https://testdriven.io/courses/tdd-fastapi/?ref=awesome-fastapi" target="_blank" title="Learn to build high-quality web apps with best practices"><img src="images/testdriven.svg"></a></p>