diff --git a/README.md b/README.md
index f1cf3f0c9a..671eb9bb2a 100644
--- a/README.md
+++ b/README.md
@@ -94,7 +94,7 @@ dict_keys([1, 2, 3])
 dict_keys(['multimodal_test.pdf'])
 ```
 
-### Step 3: Query Ingested Content
+### Query Ingested Content
 
 To query for relevant snippets of the ingested content, and use them with an LLM to generate answers, use the following code.