diff --git a/docs/docs/integrations/providers/dspy.ipynb b/docs/docs/integrations/providers/dspy.ipynb
index dba57d5072..85d616bba8 100644
--- a/docs/docs/integrations/providers/dspy.ipynb
+++ b/docs/docs/integrations/providers/dspy.ipynb
@@ -185,7 +185,7 @@
     " \n",
     "- **Output:** An engaging tweet that correctly answers the question from the retrieved info.\n",
     " \n",
-    "Let's use LangChain's expression langugage (LCEL) to illustrate this. Any prompt here will do, we will optimize the final prompt with DSPy.\n",
+    "Let's use LangChain's expression language (LCEL) to illustrate this. Any prompt here will do, we will optimize the final prompt with DSPy.\n",
     "\n",
     "Considering that, let's just keep it to the barebones: **Given {context}, answer the question {question} as a tweet.**"
    ]