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The provided code snippet appears to be a method for creating an instance of a model based on certain parameters and keyword arguments. However, there are a few areas where the code can be improved:
Type Hinting: Ensure that type hints are complete and accurate. The
Dict[str, object]is not very descriptive. It would be better if you could specify more concrete types for the keys and values.Optional Parameters: Make sure all optional parameters (
api_base,api_key) have default values defined. This will prevent errors when calling the function without specifying these parameters unless required.Suggestion for Adding Params Keyword Argument: If you intended to include additional configuration options for the model instantiation, consider adding a specific parameter name (e.g.,
config) instead of using an arbitrary keymodel_kwargs. This makes it clearer what kind of data is expected here.Here's a revised version of the code with these suggestions incorporated:
Explanation:
strformodel_typeandmodel_nameandDict[str, Any]formodel_credentialand other dictionaries.api_baseandapi_key.configto handle potential additional configuration settings.This revision aims to enhance clarity, maintainability, and future-proofing the function by ensuring type consistency and providing clear usage guidelines through default parameters.