similarity_search

similarity_search(
  self,
  query: str,
  k: int = 4,
  filter: Optional

Parameters

Name	Type	Description
`query`*	`str`	The query text for which to find similar documents.
`k`	`int`	Default:`4` The number of documents to return. Default is 4.
`filter`	`InMemoryDBFilterExpression`	Default:`None` Optional metadata filter.
`return_metadata`	`bool`	Default:`True`
`distance_threshold`	`Optional[float]`	Default:`None`