diff --git a/docs/docs/integrations/llms/aleph_alpha.ipynb b/docs/docs/integrations/llms/aleph_alpha.ipynb
index 920cadaafa8..7657324d439 100644
--- a/docs/docs/integrations/llms/aleph_alpha.ipynb
+++ b/docs/docs/integrations/llms/aleph_alpha.ipynb
@@ -27,17 +27,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 1,
    "id": "0cb0f937-b610-42a2-b765-336eed037031",
    "metadata": {
     "tags": []
    },
    "outputs": [
     {
-     "name": "stdin",
+     "name": "stdout",
      "output_type": "stream",
      "text": [
-      " ········\n"
+      "········\n"
      ]
     }
    ],
@@ -51,21 +51,20 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 2,
    "id": "6fb585dd",
    "metadata": {
     "tags": []
    },
    "outputs": [],
    "source": [
-    "from langchain.chains import LLMChain\n",
     "from langchain.prompts import PromptTemplate\n",
     "from langchain_community.llms import AlephAlpha"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 3,
    "id": "f81a230d",
    "metadata": {
     "tags": []
@@ -81,7 +80,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 4,
    "id": "f0d26e48",
    "metadata": {
     "tags": []
@@ -98,19 +97,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 5,
    "id": "6811d621",
    "metadata": {
     "tags": []
    },
    "outputs": [],
    "source": [
-    "llm_chain = LLMChain(prompt=prompt, llm=llm)"
+    "llm_chain = prompt | llm"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 8,
    "id": "3058e63f",
    "metadata": {
     "tags": []
@@ -119,10 +118,10 @@
     {
      "data": {
       "text/plain": [
-       "' Artificial Intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems.\\n'"
+       "' Artificial Intelligence is the simulation of human intelligence processes by machines.\\n\\n'"
       ]
      },
-     "execution_count": 10,
+     "execution_count": 8,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -130,8 +129,16 @@
    "source": [
     "question = \"What is AI?\"\n",
     "\n",
-    "llm_chain.run(question)"
+    "llm_chain.invoke({\"question\": question})"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a3544eff",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
@@ -150,7 +157,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.6"
+   "version": "3.9.12"
   },
   "vscode": {
    "interpreter": {