in_memory

superduper.vector_search.in_memory

Source code

InMemoryVectorSearcher

InMemoryVectorSearcher(self,
     identifier: str,
     dimensions: int,
     h: Optional[numpy.ndarray] = None,
     index: Optional[List[str]] = None,
     measure: Union[str,
     Callable] = 'cosine')

Parameter	Description
identifier	Unique string identifier of index
dimensions	Dimension of the vector embeddings
h	array/ tensor of vectors
index	list of IDs
measure	measure to assess similarity

Simple hash-set for looking up with vector similarity.