Improve provider selection logic in Config.get_provider_for method #297
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Description
This PR enhances the
get_provider_for
method in theConfig
class to provide more accurate and efficient provider selection. The updated implementation prioritizes exact matches and then selects the most specific subclass when dealing with inheritance hierarchies.Changes
get_provider_for
method to first check for an exact match between the client type and available providers.Testing
create a new ProviderClass which is a subclass of OpenAIProvider
then, if you call ell.simple, it always use
OpenAIProvider
instead ofAwesomeProvider
This PR fix above issue to check inheritance hierarchies
Additional Notes
This change maintains backwards compatibility while providing more precise provider selection, especially in cases involving complex inheritance hierarchies.