diff --git a/ir_axioms/backend/pyterrier/__init__.py b/ir_axioms/backend/pyterrier/__init__.py
index a5b2f21..de0ca9d 100644
--- a/ir_axioms/backend/pyterrier/__init__.py
+++ b/ir_axioms/backend/pyterrier/__init__.py
@@ -88,7 +88,9 @@ def _index(self) -> Index:
             )
 
     def __str__(self):
-        return f'TerrierIndexContext({str(self.index_location).split("/")[-1].split(" ")[0]})'
+        ret = str(self.index_location)
+        ret = ret.split("/")[-1].split(" ")[0]
+        return f'TerrierIndexContext({ret})'
 
     @cached_property
     def _meta_index(self) -> MetaIndex:
diff --git a/ir_axioms/modules/similarity.py b/ir_axioms/modules/similarity.py
index 7779631..3f31f46 100644
--- a/ir_axioms/modules/similarity.py
+++ b/ir_axioms/modules/similarity.py
@@ -13,6 +13,9 @@
 from ir_axioms import logger
 from ir_axioms.utils.nltk import download_nltk_dependencies
 
+import os
+DIR_PATH = os.path.dirname(os.path.realpath(__file__))
+
 
 @lru_cache(None)
 def synonym_set(
@@ -199,5 +202,5 @@ def similarity(self, term1: str, term2: str):
 
 
 class FastTextWikiNewsTermSimilarityMixin(MagnitudeTermSimilarityMixin):
-    # wget via: https://files.webis.de/data-in-production/data-research/ir-axioms/wiki-news-300d-1M.magnitude
-    embeddings_path: Final[str] = "/workspaces/ecir25-gpt-axioms/wiki-news-300d-1M.magnitude"
+    # wget via: https://files.webis.de/data-in-production/data-research/ir-axioms/wiki-news-300d-1M.magnitude # noqa: E501
+    embeddings_path: Final[str] = f"{DIR_PATH}/wiki-news-300d-1M.magnitude"
diff --git a/tests/unit/test_string_representations.py b/tests/unit/test_string_representations.py
index 0d15f88..892dcc5 100644
--- a/tests/unit/test_string_representations.py
+++ b/tests/unit/test_string_representations.py
@@ -11,20 +11,23 @@ class TestStringRepresentations(unittest.TestCase):
     def test_string_representation_of_terrier_index_context_01(self):
         # Needed for caching
         expected = 'TerrierIndexContext(index_location)'
-        actual = str(TerrierIndexContext('index_location'))
+        index_location = 'index_location'
+        actual = str(TerrierIndexContext(index_location))
 
         self.assertEqual(expected, actual)
 
     def test_string_representation_of_terrier_index_context_02(self):
         # Needed for caching
         expected = 'TerrierIndexContext(index_location)'
-        actual = str(TerrierIndexContext('ignore/absolute/path/index_location'))
+        index_location = 'ignore/absolute/path/index_location'
+        actual = str(TerrierIndexContext(index_location))
 
         self.assertEqual(expected, actual)
 
     def test_string_representation_of_terrier_index_context_03(self):
         # Needed for caching
         expected = 'TerrierIndexContext(index_location)'
-        actual = str(TerrierIndexContext('ignore/absolute/path/index_location ignore suffix'))
+        index_location = 'ignore/absolute/path/index_location ignore suffix'
+        actual = str(TerrierIndexContext(index_location))
 
-        self.assertEqual(expected, actual)
\ No newline at end of file
+        self.assertEqual(expected, actual)