diff --git a/libs/langchain/langchain/agents/conversational_chat/prompt.py b/libs/langchain/langchain/agents/conversational_chat/prompt.py
index 3d1799ac3d..712a9238ea 100644
--- a/libs/langchain/langchain/agents/conversational_chat/prompt.py
+++ b/libs/langchain/langchain/agents/conversational_chat/prompt.py
@@ -18,8 +18,8 @@ Markdown code snippet formatted in the following schema:
 
 ```json
 {{{{
-    "action": string, \\ The action to take. Must be one of {tool_names}
-    "action_input": string \\ The input to the action
+    "action": string, \\\\ The action to take. Must be one of {tool_names}
+    "action_input": string \\\\ The input to the action
 }}}}
 ```
 
@@ -29,7 +29,7 @@ Use this if you want to respond directly to the human. Markdown code snippet for
 ```json
 {{{{
     "action": "Final Answer",
-    "action_input": string \\ You should put what you want to return to use here
+    "action_input": string \\\\ You should put what you want to return to use here
 }}}}
 ```"""