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by greatgib
448 days ago
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Decorators in the usage example looks useless, and more to show off than being a real convenience. In real life program, I don't think that you will have hundreds of calls to LLM or agent in your app so much that you have any code gains to decorator but at the opposite the decorator will make it very hard to have parametric values or values not hard coded but from config that you don't set up upfront at application startup like globals. That is a bad practice... |
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Airflow actually uses decorators to indicate something is an explicit task in a data pipeline vs just a utility function, so this follows that pattern!
It also uses an "operator" under the hood (Airflow's term for a pre-built, parameterized task) which can be subclassed and customized if you want to do any customization.