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

abstractmethod embed_documents(
texts: list[str],
) → list[SparseVector][source]#

Embed search docs.

Parameters:

texts (list[str])

Return type:

list[SparseVector]

abstractmethod embed_query(
text: str,
) → SparseVector[source]#

Embed query text.

Parameters:

text (str)

Return type:

SparseVector