Document objects as output.
Note that all vector stores can be cast to retrievers. Refer to the vector store integration docs for available vector stores.
This page lists custom retrievers, implemented via subclassing BaseRetriever.
Retrievers
A retriever is an interface that returns documents given an unstructured query.
It is more general than a vector store.
A retriever does not need to be able to store documents, only to return (or retrieve) them.
Retrievers can be created from vector stores, but are also broad enough to include Wikipedia search and Amazon Kendra.
Retrievers accept a string query as input and return a list of