# This file is auto-generated by alef — DO NOT EDIT. # alef:hash:4e15143f4af1ae8bafbdb1506ef057da924484c66a19483966333558ad437e75 # To regenerate: alef generate # To verify freshness: alef verify --exit-code # Issues & docs: https://github.com/kreuzberg-dev/alef """E2e tests for category: embeddings.""" import pytest # noqa: F401 from kreuzberg import embed_texts, get_embedding_preset, list_embedding_presets, ExtractionConfig def _alef_e2e_text(value: object) -> str: return "" if value is None else str(value) def _alef_e2e_item_texts(item: object) -> tuple[str, ...]: raw_items = getattr(item, "items", None) items_text = " ".join(str(value) for value in raw_items) if isinstance(raw_items, list) else "" return ( _alef_e2e_text(item), _alef_e2e_text(getattr(item, "kind", None)), _alef_e2e_text(getattr(item, "name", None)), _alef_e2e_text(getattr(item, "source", None)), _alef_e2e_text(getattr(item, "alias", None)), _alef_e2e_text(getattr(item, "text", None)), _alef_e2e_text(getattr(item, "signature", None)), items_text, ) def test_embed_texts_different_preset() -> None: """embed_texts: multilingual preset.""" texts = ["Hello world", "Test"] config = ExtractionConfig(model={"name": "multilingual", "type": "preset"}) result = embed_texts(texts, config) assert len(result) >= 2 # noqa: S101 def test_get_embedding_preset_known() -> None: """get_embedding_preset: known preset.""" name = "balanced" _ = get_embedding_preset(name) def test_get_embedding_preset_nominal() -> None: """get_embedding_preset: nominal case.""" name = "balanced" _ = get_embedding_preset(name) def test_get_embedding_preset_unknown() -> None: """get_embedding_preset: unknown preset fails.""" name = "nonexistent-xyz" result = get_embedding_preset(name) assert not result # noqa: S101 def test_list_embedding_presets_sanity() -> None: """list_embedding_presets: returns at least one.""" result = list_embedding_presets() assert result # noqa: S101