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mongodb-developer · Feb 4, 2025 · dece6f8 · dece6f8
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diff --git a/docs/30-agent-tools/1-lecture-notes.mdx b/docs/30-agent-tools/1-lecture-notes.mdx
@@ -23,15 +23,15 @@ The easiest way to define tools in LangChain is using the `@tool` decorator. The
 
 An example of a tool in LangChain is as follows:
 
-```
+```python
 @tool("search-tool", return_direct=True)
 def search(query: str) -> str:
     """Look up things online."""
     return "MongoDB"
 ```
 An example of a tool call is as follows:
 
-```
+```json
 {
   "name": "search-tool",
   "args": {

diff --git a/docs/30-agent-tools/4-create-agent-tools.mdx b/docs/30-agent-tools/4-create-agent-tools.mdx
@@ -39,7 +39,7 @@ get_embedding(user_query)
 <details>
 <summary>Answer</summary>
 <div>
-```python
+```json
 [
     {
         "$vectorSearch": {
@@ -78,7 +78,7 @@ vs_collection.aggregate(pipeline)
 <details>
 <summary>Answer</summary>
 <div>
-```python
+```json
 {"title": user_query}
 ```
 </div>
@@ -89,7 +89,7 @@ vs_collection.aggregate(pipeline)
 <details>
 <summary>Answer</summary>
 <div>
-```python
+```json
 {"_id": 0, "body": 1}
 ```
 </div>