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185 | 185 | ### Tutorials |
186 | 186 |
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187 | 187 | - [Async SQLAlchemy with FastAPI](https://stribny.name/posts/fastapi-asyncalchemy/) - Learn how to use SQLAlchemy asynchronously. |
188 | | -- [Build and Secure an API in Python with FastAPI](https://blog.yezz.me/blog/Build-and-Secure-an-API-in-Python-with-FastAPI) - Secure and maintain an API based on FastAPI and SQLAlchemy. |
189 | 188 | - [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) |
190 | 189 | - [Developing and Testing an Asynchronous API with FastAPI and Pytest](https://testdriven.io/blog/fastapi-crud/) - Develop and test an asynchronous API with FastAPI, Postgres, Pytest, and Docker using Test-Driven Development. |
191 | 190 | - [FastAPI for Flask Users](https://amitness.com/posts/fastapi-vs-flask) - Learn FastAPI with a side-by-side code comparison to Flask. |
192 | | -- [Getting started with GraphQL in Python with FastAPI and Ariadne](https://blog.yezz.me/blog/Getting-started-with-GraphQL-in-Python-with-FastAPI-and-Ariadne) - Generate a FullStack playground using FastAPI, GraphQL and Ariadne. |
193 | 191 | - [Implementing FastAPI Services – Abstraction and Separation of Concerns](https://camillovisini.com/coding/abstracting-fastapi-services) - FastAPI application and service structure for a more maintainable codebase. |
194 | | -- [Introducing FARM Stack - FastAPI, React, and MongoDB](https://www.mongodb.com/developer/languages/python/farm-stack-fastapi-react-mongodb/) - Getting started with a complete FastAPI web application stack. |
| 192 | +- [Introducing FARM Stack - FastAPI, React, and MongoDB](https://www.mongodb.com/docs/languages/python/pymongo-driver/current/integrations/fastapi-integration/) - Getting started with a complete FastAPI web application stack. |
195 | 193 | - [Multitenancy with FastAPI, SQLAlchemy and PostgreSQL](https://mergeboard.com/blog/6-multitenancy-fastapi-sqlalchemy-postgresql/) - Learn how to make FastAPI applications multi-tenant ready. |
196 | 194 | - [Porting Flask to FastAPI for ML Model Serving](https://www.pluralsight.com/tech-blog/porting-flask-to-fastapi-for-ml-model-serving/) - Comparison of Flask vs FastAPI. |
197 | 195 | - [Real-time data streaming using FastAPI and WebSockets](https://stribny.name/posts/real-time-data-streaming-using-fastapi-and-websockets/) - Learn how to stream data from FastAPI directly into a real-time chart. |
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223 | 221 | ### Best Practices |
224 | 222 |
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225 | 223 | - [FastAPI Best Practices](https://github.com/zhanymkanov/fastapi-best-practices) - Collection of best practices in a GitHub repo. |
226 | | -- [FastAPI Clean Architecture](https://github.com/faststream-community/fastapi-dishka-faststream) - Clean Architecture Implementation with FastAPI |
| 224 | +- [FastAPI-Dishka-FastStream](https://github.com/faststream-community/fastapi-dishka-faststream) - Combines FastAPI, dishka, faststream, sqlalchemy, pydantic. |
227 | 225 |
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228 | 226 | ## Hosting |
229 | 227 |
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@@ -315,7 +313,7 @@ Compute: |
315 | 313 | - [Markdown-Videos](https://github.com/Snailedlt/Markdown-Videos) - API for generating thumbnails to embed into your markdown content. |
316 | 314 | - [Nemo](https://github.com/harshitsinghai77/nemo-backend) - Be productive with Nemo. |
317 | 315 | - [OPAL (Open Policy Administration Layer)](https://github.com/authorizon/opal) - Real-time authorization updates on top of Open-Policy; built with FastAPI, Typer, and FastAPI WebSocket pub/sub. |
318 | | -- [OSBot-Fast-API](https://github.com/owasp-sbot/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. |
| 316 | +- [OSBot-Fast-API](https://github.com/owasp-sbot/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. |
319 | 317 | - [Polar](https://github.com/polarsource/polar) - A funding and monetization platform for developers, built with FastAPI, SQLAlchemy, Alembic, and Arq. |
320 | 318 | - [RealWorld Example App - mongo](https://github.com/markqiu/fastapi-mongodb-realworld-example-app) |
321 | 319 | - [RealWorld Example App - postgres](https://github.com/nsidnev/fastapi-realworld-example-app) |
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