diff --git a/docs/docs/tutorials/rag/langgraph_adaptive_rag.ipynb b/docs/docs/tutorials/rag/langgraph_adaptive_rag.ipynb
index 00fe6e299..fa2bc124f 100644
--- a/docs/docs/tutorials/rag/langgraph_adaptive_rag.ipynb
+++ b/docs/docs/tutorials/rag/langgraph_adaptive_rag.ipynb
@@ -336,7 +336,8 @@
     "rag_chain = prompt | llm | StrOutputParser()\n",
     "\n",
     "# Run\n",
-    "generation = rag_chain.invoke({\"context\": docs, \"question\": question})\n",
+    "docs_txt = format_docs(docs)\n",
+    "generation = rag_chain.invoke({\"context\": docs_txt, \"question\": question})\n",
     "print(generation)"
    ]
   },
@@ -625,7 +626,8 @@
     "    documents = state[\"documents\"]\n",
     "\n",
     "    # RAG generation\n",
-    "    generation = rag_chain.invoke({\"context\": documents, \"question\": question})\n",
+    "    docs_txt = format_docs(documents)\n",
+    "    generation = rag_chain.invoke({\"context\": docs_txt, \"question\": question})\n",
     "    return {\"documents\": documents, \"question\": question, \"generation\": generation}\n",
     "\n",
     "\n",