diff --git a/docs/docs/integrations/toolkits/slack.ipynb b/docs/docs/integrations/toolkits/slack.ipynb
index cf979c02a6..5e0d6166db 100644
--- a/docs/docs/integrations/toolkits/slack.ipynb
+++ b/docs/docs/integrations/toolkits/slack.ipynb
@@ -124,7 +124,7 @@
    "outputs": [],
    "source": [
     "from langchain import hub\n",
-    "from langchain.agents import AgentExecutor, create_react_agent\n",
+    "from langchain.agents import AgentExecutor, create_openai_tools_agent\n",
     "from langchain_openai import ChatOpenAI"
    ]
   },
@@ -135,8 +135,8 @@
    "outputs": [],
    "source": [
     "llm = ChatOpenAI(temperature=0, model=\"gpt-4\")\n",
-    "prompt = hub.pull(\"hwchase17/react\")\n",
-    "agent = create_react_agent(\n",
+    "prompt = hub.pull(\"hwchase17/openai-tools-agent\")\n",
+    "agent = create_openai_tools_agent(\n",
     "    tools=toolkit.get_tools(),\n",
     "    llm=llm,\n",
     "    prompt=prompt,\n",
@@ -151,7 +151,9 @@
    "outputs": [],
    "source": [
     "agent_executor.invoke(\n",
-    "    {\"input\": \"Send a greeting to my coworkers in the #general channel.\"}\n",
+    "    {\n",
+    "        \"input\": \"Send a greeting to my coworkers in the #general channel. Note use `channel` as key of channel id, and `message` as key of content to sent in the channel.\"\n",
+    "    }\n",
     ")"
    ]
   },