diff --git a/fuel/app/classes/materia/api/v1.php b/fuel/app/classes/materia/api/v1.php
index d9e95b95d..bc8d2538f 100644
--- a/fuel/app/classes/materia/api/v1.php
+++ b/fuel/app/classes/materia/api/v1.php
@@ -894,11 +894,19 @@ static public function question_set_generate($inst_id, $widget_id, $topic, $incl
 		}
 	}
 
+	/**
+	 * Endpoint to facilitate AI text generation for widgets
+	 *
+	 * @param string $prompt The prompt to generate.
+	 * @return array An array to be passed back to the widget containing the response string
+	 */
 	static public function widget_prompt_generate($prompt)
 	{
+		// verify eligibility
 		if ( ! Widget_Question_Generator::is_enabled()) return Msg::failure();
 		if (\Service_User::verify_session() !== true) return Msg::no_login();
 
+		// prompt generation & response handling
 		$result = Widget_Question_Generator::generate_from_prompt($prompt);
 		if ( ! $result instanceof Msg && is_string($result))
 		{
diff --git a/fuel/app/classes/materia/widget/question/generator.php b/fuel/app/classes/materia/widget/question/generator.php
index 41b5f9801..16cdfd193 100644
--- a/fuel/app/classes/materia/widget/question/generator.php
+++ b/fuel/app/classes/materia/widget/question/generator.php
@@ -106,10 +106,15 @@ public static function query($prompt, $format='json')
 		return $client->chat()->create($params);
 	}
 
+	/**
+	 * Generates a text response based on the provided prompt.
+	 *
+	 * @param string $prompt The prompt to send to the LLM.
+	 * @return string The generated response.
+	 */
 	static public function generate_from_prompt($prompt)
 	{
 		if ( ! self::is_enabled()) return Msg::failure('Question generation is not enabled.');
-
 		if (empty($prompt) || strlen($prompt) > 10000) return Msg::invalid_input('Prompt text length invalid.');
 
 		try