fastapi auth0. It's always a good practice to create virtual. fastapi auth0

 
 It's always a good practice to create virtualfastapi auth0  Next, get the details of the API and Application that's been created

Get automatic Swagger UI support for the implicit scheme (along others), which means that signing in using social providers is only a few clicks away with no additional code. If the APIs & services page isn't already open, open the. FastAPIは便利ですね。APIサーバを簡単に構築できるフレームワークとして個人的に愛用しています。今回はFastAPIに認証機能を追加します。 注意 :FastAPI, Firebase のインストールなどセットアップは前提としてここでは触れません。 Bearer認証Auth0 provides API Authentication and Authorization as a means to secure access to API endpoints (see API Authentication and Authorization); For authorizing a user of a SPA, Auth0 supports the Implicit Grant (see Implicit Grant); Both the SPA and the API must be configured in the Auth0 Dashboard (see Auth0 Configuration); User Permissions can be. You can add middleware to FastAPI applications. Obtaining clientId, domain, and audience. We can use OAuth2 to build that with FastAPI. In this example, we combine our previous two examples to authenticate a user, request standard claims, and also request a custom scope for a calendar API that will allow the calling application to read appointments for the user. Auth0 offers a Universal Login Page to reduce the overhead of adding and managing authentication. Enter a name and an identifier - as they suggest, the identifier can be your project's URL but it isn't actually used. Leave the Signing Algorithm as RS256. very much similar to Okta, was Cognito and Auth0, And I'm. Complete user management. 3,841; answered Jun 17 at 16:29. Get Started. You can return a stateless JWT instead, with the allowed scopes and expiration. Select the Copy icon to the right of the token. pip install fastapi-auth0; RequirementsGitHub is where people build software. 3,851; answered Jun 17 at 16:29. auth0. 12. Is there a similar piece of sample code, but for FastAPI? BTW, I did see this: but it doesn’t appear to be parallel to the above Flask example; it’s. Auth0 で Python API をセキュアにすることはとても簡単で、たくさんの素晴らしい機能を提示します。Auth0 を使って、次を得るために少数のコード行を書くだけです。JSON Web Tokens can be "self-issued" or be completely externalized, opening interesting scenarios as we will see below. info () is a wrapper around logging. Go to Dashboard > User Management > Roles and click the name of the role to view. The text displayed on those pages is provided by Auth0 in several languages. . from fastapi. 你经历了在Auth0仪表板上创建API的过程。你还学会了如何利用FastAPI提供的依赖注入系统来保护你的一个端点,以帮助你实现集成。而且你很快就完成了这一切。 简而言之,你已经了解了使用FastAPI ,以及如何使. json file. If you need to sign up a user using their email and password, you can use the Database object. 0. js, the most popular authentication library for Next. This app shows how to configure a SvelteKit frontend with a FastAPI backend and have them run inside of Docker containers. toml file. 6+ based on standard Python type hints. . changed the title [FEATURE] Suggest using starlette. @app. py. Summary of example above. It provides HTTPS certificates for free, in an automated way. venvScriptsactivate (venv) -> pip install fastapi uvicorn. . Basic token verification for FastAPI and Auth0. 39 views. flake8 Add. append (cookie_authentication) As you can see, instantiation is quite simple. 8+ non-Annotated. You can now make authorized calls to the Management API using this token. FastAPI is a modern, fast, battle tested and light-weight web development framework written in Python. References. OAuth2 specifies that when using the "password flow" (that we are using) the client/user must send a username and password fields as form data. Describe the bug I believe the following code should implement the OAuth2 Authorization Code flow for the openapi/swagger docs interface: from fastapi import FastAPI, Depends from. js ^16. Specifically, you can review the Configure the Authorization Extension section to learn how to configure the Authorization Extension and create a custom Rule that will ensure scopes are granted based on a user's role. When you signed up for Auth0, a new application was created for you, or you could have created a new one. Yea, Ive used Auth0 in the past, not sure if its the most simple, but it definately has some good featuresAuth0 customers are billed based on the number of Machine to Machine Access Tokens issued by Auth0. Q&A for work. NET Core. Use that security with a dependency in your path operation. . Authorization Core functionality is different from the Authorization Extension. Install this package by running the following command at the root of your project: npm install @auth0/auth0-spa-js. 0 votes. This repo is for a quick start with Auth0. In the "fastapi-react" folder, create a new folder to house the backend: $ mkdir backend $ cd backend. I followed FastAPI's documentation to set up OAuth2 with password hashing and JWT bearer tokens. I started off my main. It returns an object of type HTTPBasicCredentials: It contains the username and password sent. 0 protocol drafted by the Internet Engineering Task Force (IETF). Because on the Angular site my. See full-stack authentication and authorization in action using Auth0, React (JavaScript) using the React Router 6 library, and FastAPI (Python). Depending on what you are using the Management API for, there are different ways to get Management API tokens: Testing: You can get a test token manually by following the prompts on the Auth0 dashboard. "Dependency Injection" means, in programming, that there is a way for your code (in this case, your path operation functions) to declare things that it requires to work and use: "dependencies". Installation. Creating a CRUD App with FastAPI (Part one) by Precious Ndubueze. 38 views. Function for creating a simple JWT token which is create_access_token. ; FAQs - frequently asked questions about the auth0. Currently only works with the Tortoise ORM. If the limit is reached and a new refresh token is created, the system revokes and deletes the oldest token for that user and application. It accepts the following arguments: secret ( Union [str, pydantic. If you just want to create a Regular Python WebApp, please check this project FastAPI-User-Auth is a simple and powerful FastAPI user RBAC authentication and authorization library. Create a get_current_user dependency¶. This extension inspired by fastapi-jwt-auth 😀. 26. Currently supports: Login Signup Delete user Social login (google) simple-auth0-fastapi-react-app Feel free to leave feedback and contribute, Roy. We need to install python-jose to generate and verify the JWT tokens in Python: fast → pip install "python-jose [cryptography]" restart ↻. It's called fastapi_login and it made the Auth part a lot easier. authentication import Database database = Database('my-domain. With a few lines of code you can have Auth0 integrated in any app written in any language, and any framework. It's safe and easy to implement. It integrates with auth0, and you can add any social provider you want with a few clicks in auth0 dashboard. Function for creating a simple JWT token which is create_access_token. 26. 0 spec. pip install fastapi-auth0; RequirementsFirst, we create a new virtual environment and install our dependencies. Hello, I’m new here and trying to get started with Auth0 for my python FastAPI web app. At last, it shows the implementation in frameworks, and libraries such as Flask, Django, Requests, HTTPX, Starlette, FastAPI, and etc. Made with Material for MkDocs Insiders. js App Router. patch:Maybe because I am using the library ‘fastapi-auth0’ from GitHu… I have enabled RBAC and my Angular frontend is using the roles for UI interaction. AUTH0_DOMAIN Domain to auth against within Auth0. If you were familiar with flask-wtf library this extension suitable for you. To use OAuth 2. Aprende a crear un login para React de una forma muy fácil utilizando Auth0, un servicio por parte de una empresa, que te permite autenticar a los usuarios d. The OAuth 2. Help. FastAPI is based on OpenAPI. It's this returned function that will be the dependency called by FastAPI in your API routes. Your team and organization can avoid the cost, time, and risk that come with building your own solution to authenticate and authorize users. I’m was following the developers documentation on Auth0 for FastAPI but I wasn’t able to clone it. Make sure the apps have OIDC Conformant ON (the default), and that the Password grant type is enabled for the SPA. Obtaining clientId, domain, and audience. At last, it shows the implementation in frameworks, and libraries such as Flask, Django, Requests, HTTPX, Starlette, FastAPI, and etc. We will cover the security part. To associate your repository with the fastapi-docker topic, visit your repo's landing page and select "manage topics. 0 answers. Description. Create a logout function to clear the cookie. You'll see the following output on the command line: * Serving Flask app 'app'. Production: Auth0 recommends that you get a short-lived token programmatically for production. I am trying to use the Authlib library (and the flask integration) but struggling to go a bit beyond the documentation. Python 3. Step 2: Setup FastAPI . FastAPI: This is our web framework for serving our Strawberry-based GraphQL API; Uvicorn: This is an ASGI web server that will serve our FastAPI application in production; Aiosqlite: This provides async support for SQLite; SQLAlchemy: This is our ORM for working with the SQLite DB; Let’s create a new folder and install these libraries using. 8+ non-Annotated. Authenticate Your FastAPI App with auth0 by Dom Patmore. En este ejemplo Práctico, aprenderemos a crear una REST API que haga las operaciones CRUD (Create, Read, Update, Delete) usando FastAPI, un framework de Pyth. Hi @jbebic - I just got it working with that Python package, by fetching data from a FastAPI endpoint hosted on Heroku, with a Next. " GitHub is where people build software. Yes, but the location of where you're running the tests from is important for whether it picks up the . g. We need to install python-jose to generate and verify the JWT tokens in Python: fast → pip install "python-jose [cryptography]" restart ↻. js Composition API project. com', password='secr3t', connection='Username-Password-Authentication') If you need to authenticate a user using. [Coming soon] This Python code sample demonstrates how to implement Role-Based Access Control (RBAC) in a FastAPI server using Auth0. Auth0 offers two ways to implement login authentication for your applications: Universal Login where users log in to your application through a page hosted by Auth0. I'm currently having trouble with a web app (Python FastAPI that serves up Jinja Templates) that I am trying to use auth0 in for user authentication. Leave the Signing Algorithm as RS256. We followed guidelines as detailed in the following link for the implementation of the fast api authorization with auth0. I have based on your examples created an Angular 11 SPA (running locally on port 4200) which communicates with a FastAPI based backend (running locally on localhost port 8080). To start, select "Develop your own plugin" in the ChatGPT plugin store, and enter the domain where your plugin is hosted. Welcome to Part 4 of Up and Running with FastAPI. The tutorials on YouTube just cover the back-end and they use the /docs page to show that it works but I. If you need to sign up a user using their email and password, you can use the Database object. github","path":". These certificates use all the standard cryptographic security, and are short-lived (about 3 months), so the security is actually better because of their reduced lifespan. This interface should subclass BaseUser, which provides two properties, as well as whatever other information your user model includes. Auth0 is a cloud or on-premises authentication and authorization service provider that lets you easily and quickly connect your apps, choose identity providers, add users, set up rules, customize your login page and access analytics from within your Auth0 dashboard. Nothing to show {{ refName }} default View all branches. Then it will explain OAuth 1. Once you create the API, go to the Permissions tab in the API details and add permission called read: admin - messages. This code sample demonstrates how to implement authentication in a client application built with React and TypeScript, as well as how to implement authorization in an API server built with FastAPI and Python. Clerk raises $15m Series A led by Madrona. This Python code sample demonstrates how to implement authorization in a FastAPI server using Auth0. Hello everyone! Welcome to the PyCharm FastAPI Tutorial Series. Auth0 Marketplace Discover and enable the integrations you need to solve identity. Tokens should be parsed and validated in regular web, native, and single-page applications to make sure the token isn’t compromised and the signature is authentic. In this post, we’re going to go over how to integrate Firebase Auth with FastAPI. iudeen. You can now make authorized calls to the Management API using this token. I’m setting up a server with FastAPI and I want to secure its endpoints using Auth0. Frontend is vanilla react application contains simple login, signup form, and google account login. JS. OpenAPI (previously known as Swagger) is the open specification for building APIs (now part of the Linux Foundation). Permissions let you define how resources can be accessed on behalf of the user with a given access token. FastAPI CSRF Protect. override({get_current. Deploy a dockerized FastAPI application to AWS by Valon Januzaj. . Do not use it in a production deployment. To Install fastapi_login, you can just, $ Auth0 is a flexible drop-in solution to add authentication and authorization services to your applications. Authlib provides three implementations of OAuth 2. You will need some details about that application to communicate with Auth0. get ('/api/user/me') async def user_me (user: dict = Depends (auth)): return user. The following is a step-by-step walkthrough of how to build and containerize a basic CRUD app with FastAPI, Vue, Docker, and Postgres. FastAPI/Python Code Sample: Basic API Authorization. 0 is a protocol that allows a user to grant limited access to their resources on one site, to another site. It's called fastapi_login and it made the Auth part a lot easier. It returns an object of type HTTPBasicCredentials: It contains the username and password sent. You must be a Dashboard Admin to use this extension. To keep the same user IDs, you must remove the auth0| prefix from all imported user IDs. Hi there, SETUP: python with FASTAPI, most of the code is copied from here: Build and Secure a FastAPI Server with Auth0. FastAPI + Python Edit Hello World Full-Stack Security: Vue. Get and share best recipes about Reading Cookie From React Backend With Fastapi Fastapi Jwt Auth with videos, cooking tips and meal ideas from top chefs, shows and experts. This part of the documentation begins with some background information about Authlib, and installation of Authlib. This limit only applies to active tokens. Prerequisites Before you start building with FastAPI , you need to have Python 3. json, set auth. 0 votes. It has a clear and detailed explanation. context_getter. This Auth0 "Hello World" code sample demonstrates basic access control in a full-stack system. Auth0 で Python API をセキュアにする. This Auth0 "Hello World" code sample demonstrates basic role-based access control (rbac) in a full-stack system. Auth0 Integration with fastapi - Auth0 Community. Starlette OAuth Client. fastapi. I’m was following the developers documentation on Auth0 for FastAPI but I wasn’t able to clone it. You will use the identifier as an audience later when configuring the access token verification. GitHub is where people build software. For earlier versions of Authlib, check out their own versions documentation. I've created the pytest-fastapi-deps library, which allows easy definition and cleanup of FastAPI dependencies. For example, an app might be authorized to access orders and product data in a store. GitHub is where people build software. py. Test firebase app. js can be used with or without a database, and it has default support for popular databases such as MySQL, MongoDB, PostgreSQL, and MariaDB. 0 client:from fastapi import FastAPI from fastapi. Your application needs some details about this client to communicate with. The Auth0Provider setup is similar to the one discussed in the Configure the Auth0Provider component section: you wrap your root component with Auth0Provider to which you pass the domain and clientId props. In the next article, we will implement the auth logic in a FastAPI application. well-known/jwks. I want to know specifically how to be handling the token. Now although authentication works, my custom scope is not send with the token. 0 authorization framework is a protocol that allows a user to grant a third-party web site or application access to the user's protected resources, without. It's free to sign up and bid on jobs. auth0 import Auth0Service oauth2_scheme = OAuth2AuthorizationCodeBearer(authorizationUrl="", tokenUrl="bearer") def. For a FastAPI application to validate a JWT signed with an RS256 algorithm, it needs to do the following: Load JWKS. FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3. Finally, open another terminal tab and execute this command to run your Vue. get ("/") # define your function. Freshness Tokens. Python-jose requires a cryptographic backend as an extra. This documentation covers the common design of a Python OAuth 2. Protecting your API can be a hard task but if you use Auth0 you can do it in a few easy steps! In this video you will learn how to leverage the FastAPI dependency injection system to integrate. FastAPI Learn Advanced User Guide Advanced Security OAuth2 scopes¶. You can define allowed permissions in the. I want to know specifically how to be handling the token. auth0 import Auth0Service oauth2_scheme = OAuth2AuthorizationCodeBearer(authorizationUrl="", tokenUrl="bearer") def. Simple-auth0-fastapi-react-app example repo. This quickstart is designed for using Auth0 Vue with Vue 3 applications. Features. ; From the projects list, select a project or create a new one. Create a " security scheme" using HTTPBasic. You can get these details from the Application Settings section in. mentioned in the enable RBAC docs, how the authorization flow will work. Now our Fast API Rest is only getting the list of scopes from the token. Application FeaturesRead the Tutorial first. On your Auth0 Dashboard, navigate to Applications > APIs > Auth0 Management API. Integrate FastAPI with in a simple and elegant way. I had searched on GitHub for some helper libs and found the perfect and easier one. js v2/JavaScript + FastAPI/Python Published on January 27, 2023 Developers can easily secure a full. We offer tons of guidance and SDKs for you to get started and integrate Auth0 into your stack. Hi all, Thought I’d get some advice on how to set up my project. I want to know specifically how to be handling the token. 2 and a free Auth0 account; you can sign up here. Creating multiple copies of some selected file sets such as entire application, repository, or virtualenv, while keeping a single copy of other files that I don't want to clone. Create a " security scheme" using HTTPBasic. /ui/build. FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3. Use it like so and it would only affect a single test: def test_create_user(test_db, create_user, user, fastapi_dep): """ Verify a user can be created and retrieved """ def skip_auth(): pass with fastapi_dep(app). auth0. com', 'my-client-id') database. com. Based on FastAPI-Amis-Admin and provides a freely extensible visual management interface. After the API is deployed, the client must first sign the user in to the user pool, obtain an identity or access token for the user, and then call the API method with one. 0 in your application, you need an OAuth 2. Read more… 🏻 Brough to you by Mark HalpinIn this video you will learn how to leverage the FastAPI dependency injection system to integrate your API with Auth0 and protect your endpoints. Specialized tokens. 0, OAuth 2. After setting up roles, permissions etc. Add your custom domain, choose your certification type and follow the instructions. Note that you can have multiple Auth0 objects in the same app, so if you have some endpoints that always need authentication (no public mixup), I recommend using the regular auth and leave dangerous_auth only for those public endpoints. I have based on your examples created an Angular 11 SPA (running locally on port 4200) which communicates with a FastAPI based backend (running locally on localhost port 8080). Based on FastAPI-Amis-Admin and provides a freely extensible visual management interface. Let's create a dependency get_current_user. OAuth 2 Session ¶. [Coming soon] This Python guide will help you learn how to secure a FastAPI application using token-based authorization. FastAPI Auth Middleware. robertino. Your team and organization can avoid the cost, time, and risk that come with building your own solution to authenticate and authorize users. 8+ based on standard Python type hints. from fastapi import FastAPI. Get Access Tokens Manually. FastAPI Learn Advanced User Guide Advanced Security HTTP Basic Auth For the simplest cases, you can use HTTP Basic Auth. Storing fastapi. config file and fill the values accordingly: You can change this behavior by setting the. info (), which in turn calls logging. context. r-minimal Public Minimal Docker images for R R 2 29 0 0 Updated Oct 20, 2020. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. This code sample shows you how to accomplish the following tasks: Register a FastAPI application in the Auth0 Dashboard. Finally, while FastAPI comes with many of the features you would expect in a REST API framework (like data validation and authentication), it lets you choose your ORM and database of choice. even though we migrated to fastapi-auth0 (although i wanted to use this one as this one has support for a few jwt issuers) - we've decided to not to instantiate it as a dependency injection, but as a "global" namespaced instance. In this guide we'll build a JWT authentication system with FastAPI. Open a terminal or command prompt and run the following command: pip install fastapi. Code sample of a simple FastAPI server that implements token-based authorization using Auth0. If you have the project setup on your local environment, here are the dependencies that you need to install for JWT authentication (assuming that you have a FastAPI project running): pip install "python-jose [cryptography]" "passlib [bcrypt]" python-multipart. See full-stack authentication and authorization in action using Auth0, Vue. Single page applications (SPAs): Because SPAs. This Python code sample demonstrates how to implement Role-Based Access Control (RBAC) in a FastAPI server using Auth0. Create your app. env. root. Auth0 is an Identity-as-a-Service (IDaaS) provider. - GitHub - amisadmin/fastapi-user-auth: FastAPI-User-Auth is a simple and powerful FastAPI user RBAC authentication and authorization library. Could not load tags. I searched the FastAPI documentation, with the integrated search. auth0. What is "Dependency Injection". Install python-jose. Auth0 + Python + FastAPI API Seed. flask --app app run --port 4040. because it was asking for username and password. In the Auth0 dashboard, I have defined various user roles and assigned them to individual users. 1 Answer. Python-jose requires a cryptographic backend as an extra. . 6+ based on standard Python type hints. JS. Upon successful. 1 Configure the Auth0Provider component. def add_middleware(self, middleware_class: type, **options: typing. More than 100 million people use GitHub to discover, fork, and contribute to over 330 million projects. (JWKS) endpoint. In this video, we take a look into how to secure your FastAPI Server using the OAuth2 technique. starlette-oauth2-api. Then it will explain OAuth 1. Access tokens and refresh tokens. Based. FastAPI extension that provides stateless Cross-Site Request Forgery (XSRF) Protection support. I'm trying to add authentication to a FastAPI application using AWS Cognito. models. Description. Tokens should be verified to decrease security risks if the token has been, for. Provide a name and an identifier for your API, for example, You will use the identifier as an audience later, when you are configuring the Access Token verification. Verifies and decrypts 3rd party OpenID Connect tokens to protect your endpoints. Additionally, it covers hashing passwords, creating and. v2. 4 Likes. get ("/") # define your function. Rapidly integrate authentication and authorization for web, mobile, and legacy applications so you. I added the token rules [Add email to access token]: but I cannot see the email in the access token. Integrate FastAPI with in a simple and elegant way. Integrate FastAPI with in a simple and elegant way. 0 answers. This code sample demonstrates how to implement authentication in a client. See moreThis Python code sample demonstrates how to implement authorization in a FastAPI server using Auth0. even though we migrated to fastapi-auth0 (although i wanted to use this one as this one has support for a few jwt issuers) - we've decided to not to instantiate it as a dependency injection, but as a "global" namespaced instance. Install this package by running the following command at the root of your project: npm install @auth0/auth0-spa-js. " GitHub is where people build software. Use that security with a dependency in your path operation. Download python 3. FastAPI has built-in support for handling authentication through the use of JSON Web Tokens. Flask would only be a good choice if your company already uses it extensively. Depends from fastapi_auth0 import Auth0 app = FastAPI auth0 = Auth0. JWTs can be signed using a secret (with HMAC algorithm) or a public/private key pair using RSA. The following diagram illustrates the OAuth flow based on the actions of the user, your app, and Shopify: The app redirects to Shopify to load the OAuth grant screen and. js app hosted on Vercel. It integrates seamlessly into FastAPI applications and requires minimum configuration. In the left sidebar menu, click on "Applications". Learn the basics of FastAPI, how to quickly set up a server, and secure endpoints with Auth0. Accessing resources using python's Authlib library & flask integration. I am using the package ‘fastapi-auth0’. The series is a project-based tutorial where we will build a cooking recipe API. I will point out a few areas of interest: settings: we create a settings object to store some settings information that will be accessed by different parts of our app. They are all based on the same concepts, but allow some extra functionalities. In this tutorial we are going to set up the authentication process by protecting our apis using JWT. angular, fastapi. FastAPI has built-in support for handling authentication through the use of JSON Web Tokens. 📚 Documentation - 🚀 Getting Started - 💻 API Reference - 💬 Feedback. HTTP server to display desktop notifications by Julien Harbulot. Users. Authenticate Your FastAPI App with auth0 by Dom Patmore. Though we were a bit staggered by the poor documentation and integration of auth-concepts. It’s similar to tools like AWS Cognito, Azure Active Directory, or Okta. Get automatic Swagger UI support for the implicit scheme (along others), which means that signing in using social providers is only a few clicks away with no additional code. In our API there will be a public endpoint and a private. Auth0 SDK libraries make it easy for developers to integrate and interact with Auth0. Để thêm form nhập token ở Swagger và check required token, FastAPi đã tích hợp sẵn lib tiện ích là HTTPBearer. In some cases, you may want to modify the text on these pages to better. When you signed up for Auth0, a new application was created for you, or you could have created a new one. ハンズオン形式でSPAに認証機能を実装していきつつ、Auth0で使われている技術について簡単に説明しています。. We can see that add_middleware take as an argument a middleware_class and other. The missing pieces are: Create a custom class which makes use of Basic Authentication. If you missed part 3, you can find it here. This Auth0 "Hello World" code sample demonstrates basic access control in a full-stack system. Now I am using this package fastapi-auth0 ( GitHub - dorinclisu/fastapi-auth0: FastAPI authentication and authorization using auth0. This information can be verified and trusted because it is digitally signed. To begin, you will need to install Auth0's SDK for authenticating Single Page Applications, the @auth0/auth0-spa-js package. com', password='secr3t', connection='Username-Password-Authentication') If you need to. To be copy pasted. FastAPI Amis Admin - A high-performance, efficient and easily extensible FastAPI admin framework. Features. With a few lines of code you can have Auth0 integrated in any app written in any language, and any framework. Auth0 limits the amount of active refresh tokens to 200 tokens per user per application. Validate the token’s signature against the JWKS. The Authorization Core functionality is different from the Authorization Extension. Auth0 Universal Login defines your login flow, which is the key feature of an Authorization Server. I have a nextjs site and used the quick start tutorial to hook it up to auth0, so now I can login and get auth0 user info on the front end. Install FastAPI: FastAPI is a modern, fast (high-performance), web framework for building APIs with Python. More than 100 million people use GitHub to discover, fork, and contribute to over 330 million projects. The app is deployed using an AWS Lambda, API Gateway, and Route 53.