diff --git a/tests/integration_tests/test_embedding_openai.py b/tests/integration_tests/test_embedding_openai.py
index eade2349c..0fffd8922 100644
--- a/tests/integration_tests/test_embedding_openai.py
+++ b/tests/integration_tests/test_embedding_openai.py
@@ -1,10 +1,13 @@
 import os
-from unittest.mock import Mock, patch
+from unittest.mock import Mock
 
 import pytest
+from openai.version import VERSION
 
 from guardrails.embedding import OpenAIEmbedding
 
+OPENAI_VERSION = VERSION
+
 
 class MockOpenAIEmbedding:
     def __init__(
@@ -29,12 +32,6 @@ def json(self):
         return {"data": self.data}
 
 
-@pytest.fixture
-def mock_openai_embedding(monkeypatch):
-    monkeypatch.setattr("openai.resources.Embeddings.create", MockOpenAIEmbedding())
-    return MockOpenAIEmbedding
-
-
 @pytest.mark.skipif(
     os.environ.get("OPENAI_API_KEY") in [None, "mocked"],
     reason="openai api key not set",
@@ -51,18 +48,32 @@ def test_embedding_query(self):
         result = e.embed_query("foo")
         assert len(result) == 1536
 
-    def test_embed_query(self, mock_openai_embedding):
+    def test_embed_query(self, mocker):
+        mock_create = None
+        if OPENAI_VERSION.startswith("0"):
+            mock_create = mocker.patch("openai.Embedding.create")
+        else:
+            mock_create = mocker.patch("openai.resources.Embeddings.create")
+
+        mock_create.return_value = MockOpenAIEmbedding()
+
         instance = OpenAIEmbedding()
         instance._get_embedding = Mock(return_value=[[1.0, 2.0, 3.0]])
         result = instance.embed_query("test query")
         assert result == [1.0, 2.0, 3.0]
 
-    @patch("os.environ.get", return_value="test_api_key")
-    @patch(
-        "openai.resources.Embeddings.create",
-        return_value=MockResponse(data=[[1.0, 2.0, 3.0]]),
-    )
-    def test__get_embedding(self, mock_create, mock_get_env):
+    def test__get_embedding(self, mocker):
+        mock_environ = mocker.patch("os.environ.get")
+        mock_environ.return_value = "test_api_key"
+
+        mock_create = None
+        if OPENAI_VERSION.startswith("0"):
+            mock_create = mocker.patch("openai.Embedding.create")
+        else:
+            mock_create = mocker.patch("openai.resources.Embeddings.create")
+
+        mock_create.return_value = MockResponse(data=[[1.0, 2.0, 3.0]])
+
         instance = OpenAIEmbedding(api_key="test_api_key")
         result = instance._get_embedding(["test text"])
         assert result == [[1.0, 2.0, 3.0]]