test_embeddings_property_dense_mode() — langchain Function Reference

Source Code

libs/partners/qdrant/tests/integration_tests/qdrant_vector_store/test_search.py lines 333–346

def test_embeddings_property_dense_mode(location: str) -> None:
    """Test that embeddings property returns embedding object in DENSE mode."""
    # Use from_texts to create the vectorstore, which handles collection creation
    texts = ["test document"]
    embedding = ConsistentFakeEmbeddings()
    vectorstore = QdrantVectorStore.from_texts(
        texts,
        embedding=embedding,
        location=location,
        retrieval_mode=RetrievalMode.DENSE,
    )

    # In DENSE mode, embeddings should return the embedding object
    assert vectorstore.embeddings is embedding