test_qdrant_from_texts_stores_duplicated_texts() — langchain Function Reference

Source Code

libs/partners/qdrant/tests/integration_tests/test_from_texts.py lines 18–34

def test_qdrant_from_texts_stores_duplicated_texts() -> None:
    """Test end to end Qdrant.from_texts stores duplicated texts separately."""
    from qdrant_client import QdrantClient

    collection_name = uuid.uuid4().hex

    with tempfile.TemporaryDirectory() as tmpdir:
        vec_store = Qdrant.from_texts(
            ["abc", "abc"],
            ConsistentFakeEmbeddings(),
            collection_name=collection_name,
            path=str(tmpdir),
        )
        del vec_store

        client = QdrantClient(path=str(tmpdir))
        assert client.count(collection_name).count == 2