SparseEmbeddings#

class langchain_qdrant.sparse_embeddings.SparseEmbeddings[source]#

An interface for sparse embedding models to use with Qdrant.

Methods

aembed_documents(texts)

Asynchronous Embed search docs.

aembed_query(text)

Asynchronous Embed query text.

embed_documents(texts)

Embed search docs.

embed_query(text)

Embed query text.

async aembed_documents(texts: List[str]) List[SparseVector][source]#

Asynchronous Embed search docs.

Parameters:

texts (List[str])

Return type:

List[SparseVector]

async aembed_query(text: str) SparseVector[source]#

Asynchronous Embed query text.

Parameters:

text (str)

Return type:

SparseVector

abstract embed_documents(texts: List[str]) List[SparseVector][source]#

Embed search docs.

Parameters:

texts (List[str])

Return type:

List[SparseVector]

abstract embed_query(text: str) SparseVector[source]#

Embed query text.

Parameters:

text (str)

Return type:

SparseVector