diff --git a/responsibleai_text/responsibleai_text/rai_text_insights/rai_text_insights.py b/responsibleai_text/responsibleai_text/rai_text_insights/rai_text_insights.py
index 4e1be5e6ce..af179408e0 100644
--- a/responsibleai_text/responsibleai_text/rai_text_insights/rai_text_insights.py
+++ b/responsibleai_text/responsibleai_text/rai_text_insights/rai_text_insights.py
@@ -32,6 +32,8 @@
                                                          get_text_columns)
 from responsibleai_text.utils.genai_metrics.metrics import \
     get_genai_metric_mean
+from responsibleai_text.utils.genai_metrics.metrics import \
+    get_genai_metric_mean
 
 module_logger = logging.getLogger(__name__)
 module_logger.setLevel(logging.INFO)
@@ -154,9 +156,9 @@ def __init__(self, model: Any, test: pd.DataFrame,
             If not provided, and there is additional feature metadata, then
             an exception will be raised.
         :type text_column: str or list[str]
-        :param eval_model: The model to use for evaluation.
-            If not provided, then the model passed in the model parameter
-            will be used.
+        :param eval_model: The model to use for evaluation with AI-assisted
+            metrics. If not provided, then the model passed in the model
+            parameter will be used.
         :type eval_model: object
         """
         # drop index as this can cause issues later like when copying
diff --git a/responsibleai_text/responsibleai_text/utils/genai_metrics/__init__.py b/responsibleai_text/responsibleai_text/utils/genai_metrics/__init__.py
new file mode 100644
index 0000000000..692faf31bd
--- /dev/null
+++ b/responsibleai_text/responsibleai_text/utils/genai_metrics/__init__.py
@@ -0,0 +1,4 @@
+# Copyright (c) Microsoft Corporation
+# Licensed under the MIT License.
+
+"""Contains the GenAI metrics."""
diff --git a/responsibleai_text/responsibleai_text/utils/genai_metrics/scripts/__init__.py b/responsibleai_text/responsibleai_text/utils/genai_metrics/scripts/__init__.py
new file mode 100644
index 0000000000..461928c132
--- /dev/null
+++ b/responsibleai_text/responsibleai_text/utils/genai_metrics/scripts/__init__.py
@@ -0,0 +1,4 @@
+# Copyright (c) Microsoft Corporation
+# Licensed under the MIT License.
+
+"""Contains the implementation of various metrics for GenAI."""