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Perform similarity retrieval based on text. Args: query: Vectorize text for retrieval.，should not be empty. k: top n. search_filter: Additional filtering conditions. Returns: document_list: List of documents.
similarity_search( self, query: str, k: int = 4, search_filter: Optional[Dict[str, Any]] = None, **kwargs: Any = {} ) -> List[Document]
