FastAPI Background Tasks for Non-Blocking Endpoints

With FastAPI it is super easy to implement a non-blocking endpoint. This is useful when the endpoint calls logic, which should be executed asynchronously and you don't need to wait for the result, but want to return a response immediately. For example - a service that does logging. We don't want to wait until the log will be written but return the response instantly.

 

Publishing Your Python Library on PyPI

I explain how to publish Python library on PyPI with Poetry. I believe this video will be useful to all Python developers, who are looking at how to create Python library and publish it. I share my experience and explain why I spent the entire day debugging the issue with library dependencies.

 

ML Pipeline End-to-End Solution

Are you interested to learn how to build and run a complete ML pipeline - Web API, data processing, model training, and prediction services? In this video, I explain how the end-to-end solution works using our open-source product Skipper.