test_qdrant_from_texts_reuses_same_collection() — langchain Function Reference

Source Code

libs/partners/qdrant/tests/integration_tests/qdrant_vector_store/test_from_texts.py lines 119–152

def test_qdrant_from_texts_reuses_same_collection(
    location: str,
    retrieval_mode: RetrievalMode,
    vector_name: str,
    sparse_vector_name: str,
) -> None:
    """Test if Qdrant.from_texts reuses the same collection."""
    collection_name = uuid.uuid4().hex
    embeddings = ConsistentFakeEmbeddings()
    sparse_embeddings = ConsistentFakeSparseEmbeddings()
    vec_store = QdrantVectorStore.from_texts(
        ["lorem", "ipsum", "dolor", "sit", "amet"],
        embeddings,
        collection_name=collection_name,
        location=location,
        vector_name=vector_name,
        retrieval_mode=retrieval_mode,
        sparse_vector_name=sparse_vector_name,
        sparse_embedding=sparse_embeddings,
    )
    del vec_store

    vec_store = QdrantVectorStore.from_texts(
        ["foo", "bar"],
        embeddings,
        collection_name=collection_name,
        location=location,
        vector_name=vector_name,
        retrieval_mode=retrieval_mode,
        sparse_vector_name=sparse_vector_name,
        sparse_embedding=sparse_embeddings,
    )

    assert vec_store.client.count(collection_name).count == 7