diff --git a/tests/test_library_files_creator.py b/tests/test_library_files_creator.py
index cf0a5e9a..005ece74 100644
--- a/tests/test_library_files_creator.py
+++ b/tests/test_library_files_creator.py
@@ -4,8 +4,6 @@
 from ms2query.clean_and_filter_spectra import normalize_and_filter_peaks
 from ms2query.create_new_library.library_files_creator import \
     LibraryFilesCreator
-from ms2query.utils import (load_matchms_spectrum_objects_from_file,
-                            load_pickled_file)
 
 
 def test_give_already_used_file_name(tmp_path, path_to_general_test_files, hundred_test_spectra):
@@ -17,28 +15,22 @@ def test_give_already_used_file_name(tmp_path, path_to_general_test_files, hundr
         LibraryFilesCreator(hundred_test_spectra, tmp_path)
 
 
-def test_store_ms2ds_embeddings(tmp_path, path_to_general_test_files,
-                                hundred_test_spectra,
-                                expected_ms2ds_embeddings):
+def test_create_ms2ds_embeddings(tmp_path, path_to_general_test_files,
+                                 hundred_test_spectra,
+                                 expected_ms2ds_embeddings):
     """Tests store_ms2ds_embeddings"""
     base_file_name = os.path.join(tmp_path, '100_test_spectra')
     library_spectra = [normalize_and_filter_peaks(s) for s in hundred_test_spectra if s is not None]
     test_create_files = LibraryFilesCreator(library_spectra, base_file_name,
                                             ms2ds_model_file_name=os.path.join(path_to_general_test_files,
                                                                                'ms2ds_siamese_210301_5000_500_400.hdf5'))
-    test_create_files.store_ms2ds_embeddings()
-
-    new_embeddings_file_name = os.path.join(base_file_name, "ms2ds_embeddings.pickle")
-    assert os.path.isfile(new_embeddings_file_name), \
-        "Expected file to be created"
-    # Test if correct embeddings are stored
-    embeddings = load_pickled_file(new_embeddings_file_name)
+    embeddings = test_create_files.create_ms2ds_embeddings()
     pd.testing.assert_frame_equal(embeddings, expected_ms2ds_embeddings,
                                   check_exact=False,
                                   atol=1e-5)
 
 
-def test_store_s2v_embeddings(tmp_path, path_to_general_test_files, hundred_test_spectra,
+def test_create_s2v_embeddings(tmp_path, path_to_general_test_files, hundred_test_spectra,
                               expected_s2v_embeddings):
     """Tests store_ms2ds_embeddings"""
     base_file_name = os.path.join(tmp_path, '100_test_spectra')
@@ -46,20 +38,20 @@ def test_store_s2v_embeddings(tmp_path, path_to_general_test_files, hundred_test
     test_create_files = LibraryFilesCreator(library_spectra, base_file_name,
                                             s2v_model_file_name=os.path.join(path_to_general_test_files,
                                                                              "100_test_spectra_s2v_model.model"))
-    test_create_files.store_s2v_embeddings()
-
-    new_embeddings_file_name = os.path.join(base_file_name, "s2v_embeddings.pickle")
-    assert os.path.isfile(new_embeddings_file_name), \
-        "Expected file to be created"
-    embeddings = load_pickled_file(new_embeddings_file_name)
+    embeddings = test_create_files.create_s2v_embeddings()
     pd.testing.assert_frame_equal(embeddings, expected_s2v_embeddings,
                                   check_exact=False,
                                   atol=1e-5)
 
 
-def test_create_sqlite_file(tmp_path, path_to_general_test_files, hundred_test_spectra):
+def test_create_sqlite_file_with_embeddings(hundred_test_spectra, path_to_general_test_files):
     test_create_files = LibraryFilesCreator(
-        hundred_test_spectra[:20], output_directory=os.path.join(tmp_path, '100_test_spectra'),
-        add_compound_classes=False)
+        hundred_test_spectra[:20],
+        output_directory=os.path.join(path_to_general_test_files),
+        add_compound_classes=False,
+        ms2ds_model_file_name=os.path.join(path_to_general_test_files,
+                                           'ms2ds_siamese_210301_5000_500_400.hdf5'),
+        s2v_model_file_name=os.path.join(path_to_general_test_files,
+                                         "100_test_spectra_s2v_model.model")
+    )
     test_create_files.create_sqlite_file()
-