diff --git a/docs/pages/concepts/evaluation_dimension.md b/docs/pages/concepts/evaluation_dimension.md
index 657e481c..e3e02d29 100644
--- a/docs/pages/concepts/evaluation_dimension.md
+++ b/docs/pages/concepts/evaluation_dimension.md
@@ -36,6 +36,9 @@ The [`EvaluationDimensionBuilder`](/python_API/database/evaluation_dimensions) i
 ### Initialize the database
 The default evaluation metric is still `SotopiaDimensions` in `sotopia.env.evaluators`.There is no `CustomEvaluationDimension` in the database by default. To initialize the database, please refer to `examples/use_custom_dimensions.py`.
 
+### Use the SotopiaDimension
+The `SotopiaDimension` can be used directly without initializing the database. It provides a set of predefined evaluation dimensions that are ready to use for evaluating social interactions.
+
 ### Use the custom evaluation dimensions
 After you initialize your customized evaluation dimensions, you can choose to use any one of these methods provided below:
 
diff --git a/sotopia/database/evaluation_dimensions.py b/sotopia/database/evaluation_dimensions.py
index c7f8570c..97ed931e 100644
--- a/sotopia/database/evaluation_dimensions.py
+++ b/sotopia/database/evaluation_dimensions.py
@@ -17,6 +17,10 @@ class CustomEvaluationDimensionList(JsonModel):
 
 
 class EvaluationDimensionBuilder:
+    '''
+    EvaluationDimensionBuilder is a utility class for creating and managing evaluation dimensions.
+    It provides methods to build evaluation dimension models from various inputs such as primary keys, dictionaries, and names.
+    '''
     @staticmethod
     def create_range_validator(
         low: int, high: int