diff --git a/examples/rag/langgraph_agentic_rag.ipynb b/examples/rag/langgraph_agentic_rag.ipynb
index 070a02cc..cf1a04e2 100644
--- a/examples/rag/langgraph_agentic_rag.ipynb
+++ b/examples/rag/langgraph_agentic_rag.ipynb
@@ -414,10 +414,21 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import { MessageGraph } from \"@langchain/langgraph\";\n",
+    "import { StateGraph } from \"@langchain/langgraph\";\n",
+    "// Define the top-level State interface\n",
+    "interface State {\n",
+    "  messages: BaseMessage[];\n",
+    "}\n",
     "\n",
-    "// Define a new graph\n",
-    "const workflow = new MessageGraph()\n",
+    "// Define the graph\n",
+    "const workflow = new StateGraph<State>({\n",
+    "  channels: {\n",
+    "    messages: {\n",
+    "      value: (x: BaseMessage[], y: BaseMessage[]) => x.concat(y),\n",
+    "      default: () => [],\n",
+    "    },\n",
+    "  },\n",
+    "})\n",
     "  // Define the nodes which we'll cycle between.\n",
     "  .addNode(\"agent\", agent)\n",
     "  .addNode(\"retrieve\", retrieve)\n",
diff --git a/examples/reflection/reflection.ipynb b/examples/reflection/reflection.ipynb
index 733a7b2c..c11650e9 100644
--- a/examples/reflection/reflection.ipynb
+++ b/examples/reflection/reflection.ipynb
@@ -758,7 +758,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import { END, MemorySaver, MessageGraph, START } from \"@langchain/langgraph\";\n",
+    "import { END, MemorySaver, StateGraph, START } from \"@langchain/langgraph\";\n",
     "\n",
     "const generationNode = async (messages: BaseMessage[]) => {\n",
     "  return [await essayGenerationChain.invoke({ messages })];\n",
@@ -782,8 +782,20 @@
     "  return [new HumanMessage({ content: res.content })];\n",
     "};\n",
     "\n",
+    "// Define the top-level State interface\n",
+    "interface State {\n",
+    "  messages: BaseMessage[];\n",
+    "}\n",
+    "\n",
     "// Define the graph\n",
-    "const workflow = new MessageGraph()\n",
+    "const workflow = new StateGraph<State>({\n",
+    "  channels: {\n",
+    "    messages: {\n",
+    "      value: (x: BaseMessage[], y: BaseMessage[]) => x.concat(y),\n",
+    "      default: () => [],\n",
+    "    },\n",
+    "  },\n",
+    "})\n",
     "  .addNode(\"generate\", generationNode)\n",
     "  .addNode(\"reflect\", reflectionNode)\n",
     "  .addEdge(START, \"generate\");\n",