Nomad changes

e2e/python/tests/test_embeddings.py

@@ -0,0 +1,66 @@
+# 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