Introduce TopK option for sparse vector embeddings except for ELSER #2
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This pull request introduces a new
top_kparameter to theTextExpansionConfigandTextExpansionConfigUpdateclasses, enhancing their functionality to support selecting the top K results in text expansion inference. It also includes utility methods and tests to handle this new parameter.This top K should affect only for non-ELSER models, because expected behavior for chunked ELSER result is unclear.