diff --git a/docs/40-perform-semantic-search/3-vector-search.mdx b/docs/40-perform-semantic-search/3-vector-search.mdx
index 9dfb7ce4..c2e39e80 100644
--- a/docs/40-perform-semantic-search/3-vector-search.mdx
+++ b/docs/40-perform-semantic-search/3-vector-search.mdx
@@ -22,7 +22,7 @@ get_embedding(user_query)
 <details>
 <summary>Answer</summary>
 <div>
-```python
+```json
 [
     {
         "$vectorSearch": {
diff --git a/docs/40-perform-semantic-search/4-pre-filtering.mdx b/docs/40-perform-semantic-search/4-pre-filtering.mdx
index 162ef3eb..6fbfc91e 100644
--- a/docs/40-perform-semantic-search/4-pre-filtering.mdx
+++ b/docs/40-perform-semantic-search/4-pre-filtering.mdx
@@ -40,7 +40,7 @@ The answers for code blocks in this section are as follows:
 <details>
 <summary>Answer</summary>
 <div>
-```python
+```json
 [
     {
         "$vectorSearch": {
@@ -95,7 +95,7 @@ The answers for code blocks in this section are as follows:
 <details>
 <summary>Answer</summary>
 <div>
-```python
+```json
 [
     {
         "$vectorSearch": {