similarity_search(
self,
query: str,
k: int = 4,
kind: CosmosDBVectorSearchType = CosmosDBVectorSearchType.VECTOR_IVF,
pre_filter: Optional[Dict] = None,
ef_search: int = 40,
score_threshold: float = 0.0,
l_search: int = 40,
with_embedding: bool = False,
**kwargs: Any = {}
) -> List[Document]