diff --git a/opensearch_py_ml/ml_commons/ml_commons_client.py b/opensearch_py_ml/ml_commons/ml_commons_client.py
index 138bd9c5..2ce4d7bd 100644
--- a/opensearch_py_ml/ml_commons/ml_commons_client.py
+++ b/opensearch_py_ml/ml_commons/ml_commons_client.py
@@ -611,39 +611,89 @@ def delete_task(self, task_id: str) -> object:
         )
 
     def _get_profile(self, payload: Optional[dict] = None):
+        """
+        Get the profile using the given payload.
+
+        :param payload: The payload to be used for getting the profile. Defaults to None.
+        :type payload: Optional[dict]
+        :return: The response from the server after performing the request.
+        :rtype: Any
+        """
         validate_profile_input(None, payload)
         return self.client.transport.perform_request(
             method="GET", url=f"{ML_BASE_URI}/{self.API_ENDPOINT}", body=payload
         )
 
     def _get_models_profile(
-        self, path_parameter: Optional[str] = "", payload: Optional[dict] = None
+        self, model_id: Optional[str] = "", payload: Optional[dict] = None
     ):
-        self._validate_input(path_parameter, payload)
+        """
+        Get the profile of a model.
+
+        Args:
+            model_id (str, optional): The ID of the model. Defaults to "".
+            payload (dict, optional): Additional payload for the request. Defaults to None.
 
-        url = f"{ML_BASE_URI}/{self.API_ENDPOINT}/models/{path_parameter if path_parameter else ''}"
+        Returns:
+            dict: The response from the API.
+        """
+        self._validate_input(model_id, payload)
+
+        url = f"{ML_BASE_URI}/{self.API_ENDPOINT}/models/{model_id if model_id else ''}"
         return self.client.transport.perform_request(
             method="GET", url=url, body=payload
         )
 
     def _get_tasks_profile(
-        self, path_parameter: Optional[str] = "", payload: Optional[dict] = None
+        self, task_id: Optional[str] = "", payload: Optional[dict] = None
     ):
-        self._validate_input(path_parameter, payload)
+        """
+        Retrieves the profile of a task from the API.
+
+        Parameters:
+            task_id (str, optional): The ID of the task to retrieve the profile for. Defaults to an empty string.
+            payload (dict, optional): Additional payload for the request. Defaults to None.
+
+        Returns:
+            dict: The profile of the task.
 
-        url = f"{ML_BASE_URI}/{self.API_ENDPOINT}/tasks/{path_parameter if path_parameter else ''}"
+        Raises:
+            ValueError: If the input validation fails.
+
+        """
+        self._validate_input(task_id, payload)
+
+        url = f"{ML_BASE_URI}/{self.API_ENDPOINT}/tasks/{task_id if task_id else ''}"
         return self.client.transport.perform_request(
             method="GET", url=url, body=payload
         )
 
-    def get_profile(self, profile_type="all", id=None, request_body=None):
-        if profile_type == "all":
-            return self._get_profile(request_body)
-        elif profile_type == "model":
-            return self._get_models_profile(id, request_body)
-        elif profile_type == "task":
-            pass
-        else:
-            raise ValueError(
-                "Invalid profile type. Profile type must be 'all', 'model' or 'task'."
-            )
+def get_profile(self, profile_type: str = "all", ids: Optional[List[str]] = None, request_body: Optional[dict] = None) -> dict:
+    """
+    Get profile information based on the profile type.
+
+    Args:
+        profile_type: The type of profile to retrieve. Valid values are 'all', 'model', or 'task'. Default is 'all'.
+        ids: A list of profile IDs to retrieve. Default is None.
+        request_body: The request body containing additional information. Default is None.
+
+    Returns:
+        The profile information.
+
+    Raises:
+        ValueError: If the profile_type is not 'all', 'model', or 'task'.
+    """
+    if profile_type == "all":
+        return self._get_profile(request_body)
+    elif profile_type == "model":
+        if ids:
+            ids = ",".join(ids)
+        return self._get_models_profile(ids, request_body)
+    elif profile_type == "task":
+        if ids:
+            ids = ",".join(ids)
+        return self._get_tasks_profile(ids, request_body)
+    else:
+        raise ValueError(
+            "Invalid profile type. Profile type must be 'all', 'model' or 'task'."
+        )