test_qdrant_add_texts_stores_ids() — langchain Function Reference

Source Code

libs/partners/qdrant/tests/integration_tests/test_add_texts.py lines 82–107

def test_qdrant_add_texts_stores_ids(batch_size: int) -> None:
    """Test end to end Qdrant.add_texts stores provided ids."""
    from qdrant_client import QdrantClient
    from qdrant_client.http import models as rest

    ids = [
        "fa38d572-4c31-4579-aedc-1960d79df6df",
        "cdc1aa36-d6ab-4fb2-8a94-56674fd27484",
    ]

    client = QdrantClient(":memory:")
    collection_name = uuid.uuid4().hex
    client.recreate_collection(
        collection_name,
        vectors_config=rest.VectorParams(size=10, distance=rest.Distance.COSINE),
    )

    vec_store = Qdrant(client, collection_name, ConsistentFakeEmbeddings())
    returned_ids = vec_store.add_texts(["abc", "def"], ids=ids, batch_size=batch_size)

    assert all(
        first == second for first, second in zip(ids, returned_ids, strict=False)
    )
    assert client.count(collection_name).count == 2
    stored_ids = [point.id for point in client.scroll(collection_name)[0]]
    assert set(ids) == set(stored_ids)