diff --git a/apps/docs/docs/modules/documents_and_nodes/metadata_extraction.md b/apps/docs/docs/modules/documents_and_nodes/metadata_extraction.md
index 3782c2f6e7554132677ea1d0505bde722d1bcece..754b5ae3e66b6d96d0b81a363a426c66c3ed207a 100644
--- a/apps/docs/docs/modules/documents_and_nodes/metadata_extraction.md
+++ b/apps/docs/docs/modules/documents_and_nodes/metadata_extraction.md
@@ -21,12 +21,12 @@ import {
 } from "llamaindex";
 
 async function main() {
-  const openAILLM = new OpenAI({ model: "gpt-3.5-turbo" });
-
   const pipeline = new IngestionPipeline({
     transformations: [
-      new TitleExtractor(openAILLM),
-      new QuestionsAnsweredExtractor(openAILLM),
+      new TitleExtractor(),
+      new QuestionsAnsweredExtractor({
+        questions: 5,
+      }),
     ],
   });