**FastAPI** has a great community constantly growing.

There are many posts, articles, tools, and projects, related to **FastAPI**.

Here's an incomplete list of some of them.

!!! tip
    If you have an article, project, tool, or anything related to **FastAPI** that is not yet listed here, create a [Pull Request adding it](https://github.com/tiangolo/fastapi/edit/master/docs/external-links.md){.external-link target=_blank}.

## Articles

### English

* [FastAPI/Starlette debug vs prod](https://medium.com/@williamhayes/fastapi-starlette-debug-vs-prod-5f7561db3a59){.external-link target=_blank} by [William Hayes](https://medium.com/@williamhayes){.external-link target=_blank}.

* [FastAPI — Google as an external authentication provider](https://medium.com/data-rebels/fastapi-google-as-an-external-authentication-provider-3a527672cf33){.external-link target=_blank} by [Nils de Bruin](https://medium.com/@nils_29588){.external-link target=_blank}.

* [FastAPI — How to add basic and cookie authentication](https://medium.com/data-rebels/fastapi-how-to-add-basic-and-cookie-authentication-a45c85ef47d3){.external-link target=_blank} by [Nils de Bruin](https://medium.com/@nils_29588){.external-link target=_blank}.

* [Introduction to the fastapi python framework](https://dev.to/errietta/introduction-to-the-fastapi-python-framework-2n10){.external-link target=_blank} by [Errieta Kostala](https://dev.to/errietta){.external-link target=_blank}.

* [FastAPI and Scikit-Learn: Easily Deploy Models](http://nickc1.github.io/api,/scikit-learn/2019/01/10/scikit-fastapi.html){.external-link target=_blank} by [Nick Cortale](http://nickc1.github.io/){.external-link target=_blank}.

* [FastAPI authentication revisited: Enabling API key authentication](https://medium.com/data-rebels/fastapi-authentication-revisited-enabling-api-key-authentication-122dc5975680){.external-link target=_blank} by [Nils de Bruin](https://medium.com/@nils_29588){.external-link target=_blank}.

* [FastAPI, a simple use case on logging](https://blog.bartab.fr/fastapi-logging-on-the-fly/){.external-link target=_blank} by [@euri10](https://blog.bartab.fr/){.external-link target=_blank}.

* [Deploying a scikit-learn model with ONNX and FastAPI](https://medium.com/@nico.axtmann95/deploying-a-scikit-learn-model-with-onnx-und-fastapi-1af398268915){.external-link target=_blank} by [Nico Axtmann](https://www.linkedin.com/in/nico-axtmann){.external-link target=_blank}.

* [Top 5 Asynchronous Web Frameworks for Python](https://geekflare.com/python-asynchronous-web-frameworks/){.external-link target=_blank} by [Ankush Thakur](https://geekflare.com/author/ankush/){.external-link target=_blank} on [GeekFlare](https://geekflare.com){.external-link target=_blank}.

* [JWT Authentication with FastAPI and AWS Cognito](https://medium.com/@gntrm/jwt-authentication-with-fastapi-and-aws-cognito-1333f7f2729e){.external-link target=_blank} by [Johannes Gontrum](https://twitter.com/gntrm){.external-link target=_blank}.

* [How to Deploy a Machine Learning Model](https://towardsdatascience.com/how-to-deploy-a-machine-learning-model-dc51200fe8cf){.external-link target=_blank} by [Maarten Grootendorst](https://www.linkedin.com/in/mgrootendorst/){.external-link target=_blank} on [Towards Data Science](https://towardsdatascience.com/){.external-link target=_blank}.

* [Uber: Ludwig v0.2 Adds New Features and Other Improvements to its Deep Learning Toolbox [including a FastAPI server]](https://eng.uber.com/ludwig-v0-2/){.external-link target=_blank} on [Uber Engineering](https://eng.uber.com){.external-link target=_blank}.

* [A FastAPI and Swagger UI visual cheatsheet](https://gitlab.com/euri10/fastapi_cheatsheet){.external-link target=_blank} by [@euri10](https://gitlab.com/euri10){.external-link target=_blank}

* [Using Docker Compose to deploy a lightweight Python REST API with a job queue](https://medium.com/@mike.p.moritz/using-docker-compose-to-deploy-a-lightweight-python-rest-api-with-a-job-queue-37e6072a209b){.external-link target=_blank} by [Mike Moritz](https://medium.com/@mike.p.moritz){.external-link target=_blank}.

* [Setting up Tortoise ORM with FastAPI](https://robwagner.dev/tortoise-fastapi-setup/){.external-link target=_blank} by [Rob Wagner](https://robwagner.dev/){.external-link target=_blank}.

* [Why I'm Leaving Flask](https://dev.to/dbanty/why-i-m-leaving-flask-3ki6){.external-link target=_blank} by [Dylan Anthony](https://dev.to/dbanty){.external-link target=_blank}.

* [How To Deploy Tensorflow 2.0 Models As An API Service With FastAPI & Docker](https://medium.com/python-data/how-to-deploy-tensorflow-2-0-models-as-an-api-service-with-fastapi-docker-128b177e81f3){.external-link target=_blank} by [Bernard Brenyah](https://medium.com/@bbrenyah){.external-link target=_blank}.

* [TestDriven.io: Developing and Testing an Asynchronous API with FastAPI and Pytest](https://testdriven.io/blog/fastapi-crud/){.external-link target=_blank} by [Michael Herman](https://testdriven.io/authors/herman/){.external-link target=_blank}.

* [Towards Data Science: Deploying Iris Classifications with FastAPI and Docker](https://towardsdatascience.com/deploying-iris-classifications-with-fastapi-and-docker-7c9b83fdec3a){.external-link target=_blank} by [Mandy Gu](https://towardsdatascience.com/@mandygu){.external-link target=_blank}.

* [Deploy Machine Learning Models with Keras, FastAPI, Redis and Docker](https://medium.com/analytics-vidhya/deploy-machine-learning-models-with-keras-fastapi-redis-and-docker-4940df614ece){.external-link target=_blank} by [Shane Soh](https://medium.com/@shane.soh){.external-link target=_blank}.

* [Another Boilerplate to FastAPI: Azure Pipeline CI + Pytest](https://medium.com/@arthur393/another-boilerplate-to-fastapi-azure-pipeline-ci-pytest-3c8d9a4be0bb){target=_blank} by [Arthur Henrique](https://twitter.com/arthurheinrique){target=_blank}.

### Japanese

* [FastAPI｜DB接続してCRUDするPython製APIサーバーを構築](https://qiita.com/mtitg/items/47770e9a562dd150631d){.external-link target=_blank} by [@mtitg](https://qiita.com/mtitg){.external-link target=_blank}.

* [python製の最新APIフレームワーク FastAPI を触ってみた](https://qiita.com/ryoryomaru/items/59958ed385b3571d50de){.external-link target=_blank} by [@ryoryomaru](https://qiita.com/ryoryomaru){.external-link target=_blank}.

* [FastAPIでCORSを回避](https://qiita.com/angel_katayoku/items/0e1f5dbbe62efc612a78){.external-link target=_blank} by [@angel_katayoku](https://qiita.com/angel_katayoku){.external-link target=_blank}.

* [FastAPIをMySQLと接続してDockerで管理してみる](https://qiita.com/angel_katayoku/items/4fbc1a4e2b33fa2237d2){.external-link target=_blank} by [@angel_katayoku](https://qiita.com/angel_katayoku){.external-link target=_blank}.

* [FastAPIでPOSTされたJSONのレスポンスbodyを受け取る](https://qiita.com/angel_katayoku/items/8a458a8952f50b73f420){.external-link target=_blank} by [@angel_katayoku](https://qiita.com/angel_katayoku){.external-link target=_blank}.

* [フロントエンド開発者向けのDockerによるPython開発環境構築](https://qiita.com/hikarut/items/b178af2e2440c67c6ac4){.external-link target=_blank} by [Hikaru Takahashi](https://qiita.com/hikarut){.external-link target=_blank}.

* [【第1回】FastAPIチュートリアル: ToDoアプリを作ってみよう【環境構築編】](https://rightcode.co.jp/blog/information-technology/fastapi-tutorial-todo-apps-environment){.external-link target=_blank} by [ライトコードメディア編集部](https://rightcode.co.jp/author/jun){.external-link target=_blank}

* [【第2回】FastAPIチュートリアル: ToDoアプリを作ってみよう【モデル構築編】](https://rightcode.co.jp/blog/information-technology/fastapi-tutorial-todo-apps-model-building){.external-link target=_blank} by [ライトコードメディア編集部](https://rightcode.co.jp/author/jun){.external-link target=_blank}

* [【第3回】FastAPIチュートリアル: toDoアプリを作ってみよう【認証・ユーザ登録編】](https://rightcode.co.jp/blog/information-technology/fastapi-tutorial-todo-apps-authentication-user-registration){.external-link target=_blank} by [ライトコードメディア編集部](https://rightcode.co.jp/author/jun){.external-link target=_blank}

* [【第4回】FastAPIチュートリアル: toDoアプリを作ってみよう【管理者ページ改良編】](https://rightcode.co.jp/blog/information-technology/fastapi-tutorial-todo-apps-admin-page-improvement){.external-link target=_blank} by [ライトコードメディア編集部](https://rightcode.co.jp/author/jun){.external-link target=_blank}

### Chinese

* [使用FastAPI框架快速构建高性能的api服务](https://cloud.tencent.com/developer/article/1431448){.external-link target=_blank} by [逍遥散人](https://cloud.tencent.com/developer/user/5471722){.external-link target=_blank}.

* [FastAPI框架中文文档](https://wxq0309.github.io/){.external-link target=_blank} by [何大仙](https://wxq0309.github.io/){.external-link target=_blank}.

### Vietnamese

* [FASTAPI: TRIỂN KHAI BẰNG DOCKER](https://fullstackstation.com/fastapi-trien-khai-bang-docker/){.external-link target=_blank} by [Nguyễn Nhân](https://fullstackstation.com/author/figonking/){.external-link target=_blank}.

### Russian

* [Мелкая питонячая радость #2: Starlette - Солидная примочка – FastAPI](https://habr.com/ru/post/454440/){.external-link target=_blank} by [Andrey Korchak](https://habr.com/ru/users/57uff3r/){.external-link target=_blank}.

* [Почему Вы должны попробовать FastAPI?](https://habr.com/ru/post/478620/){.external-link target=_blank} by [prostomarkeloff](https://github.com/prostomarkeloff){.external-link target=_blank}.

### German

* [Inbetriebnahme eines scikit-learn-Modells mit ONNX und FastAPI](https://blog.codecentric.de/2019/08/inbetriebnahme-eines-scikit-learn-modells-mit-onnx-und-fastapi/){.external-link target=_blank} by [Nico Axtmann](https://twitter.com/_nicoax){.external-link target=_blank}.

## Podcasts

* [FastAPI on PythonBytes](https://pythonbytes.fm/episodes/show/123/time-to-right-the-py-wrongs?time_in_sec=855){.external-link target=_blank} by [Python Bytes FM](https://pythonbytes.fm/){.external-link target=_blank}.

## Talks

* [PyCon UK 2019: FastAPI from the ground up](https://www.youtube.com/watch?v=3DLwPcrE5mA){.external-link target=_blank} by [Chris Withers](https://twitter.com/chriswithers13){.external-link target=_blank}.

## Projects

Latest GitHub projects with the topic `fastapi`:

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