diff --git a/docs/extras/modules/agents/how_to/custom_mrkl_agent.ipynb b/docs/extras/modules/agents/how_to/custom_mrkl_agent.ipynb
index ec073b3b0ca..7b7ddebe3a2 100644
--- a/docs/extras/modules/agents/how_to/custom_mrkl_agent.ipynb
+++ b/docs/extras/modules/agents/how_to/custom_mrkl_agent.ipynb
@@ -48,7 +48,7 @@
    "outputs": [],
    "source": [
     "from langchain.agents import ZeroShotAgent, Tool, AgentExecutor\n",
-    "from langchain.llms import OpenAI, SerpAPIWrapper, LLMChain"
+    "from langchain.llms import OpenAI\nfrom langchain.utilities import SerpAPIWrapper\nfrom langchain.chains import LLMChain"
    ]
   },
   {