from typing import Any, Dict, List, Optional, Union from litellm.llms.base_llm.rerank.transformation import BaseRerankConfig from litellm.types.rerank import OptionalRerankParams def get_optional_rerank_params( rerank_provider_config: BaseRerankConfig, model: str, drop_params: bool, query: str, documents: List[Union[str, Dict[str, Any]]], custom_llm_provider: Optional[str] = None, top_n: Optional[int] = None, rank_fields: Optional[List[str]] = None, return_documents: Optional[bool] = True, max_chunks_per_doc: Optional[int] = None, non_default_params: Optional[dict] = None, ) -> OptionalRerankParams: return rerank_provider_config.map_cohere_rerank_params( model=model, drop_params=drop_params, query=query, documents=documents, custom_llm_provider=custom_llm_provider, top_n=top_n, rank_fields=rank_fields, return_documents=return_documents, max_chunks_per_doc=max_chunks_per_doc, non_default_params=non_default_params, )