diff --git a/docs/modules/memory/getting_started.ipynb b/docs/modules/memory/getting_started.ipynb
index e0d9a834..9e2ed165 100644
--- a/docs/modules/memory/getting_started.ipynb
+++ b/docs/modules/memory/getting_started.ipynb
@@ -1,6 +1,7 @@
 {
  "cells": [
   {
+   "attachments": {},
    "cell_type": "markdown",
    "id": "d31df93e",
    "metadata": {},
@@ -9,7 +10,7 @@
     "\n",
     "This notebook walks through how LangChain thinks about memory. \n",
     "\n",
-    "Memory involves keeping a concept of state around throughout a user's interactions with an language model. A user's interactions with a language model are captured in the concept of ChatMessages, so this boils down to ingesting, capturing, transforming and extracting knowledge from a sequence of chat messages. There are many different ways to do this, each of which exists as its own memory type.\n",
+    "Memory involves keeping a concept of state around throughout a user's interactions with a language model. A user's interactions with a language model are captured in the concept of ChatMessages, so this boils down to ingesting, capturing, transforming and extracting knowledge from a sequence of chat messages. There are many different ways to do this, each of which exists as its own memory type.\n",
     "\n",
     "In general, for each type of memory there are two ways to understanding using memory. These are the standalone functions which extract information from a sequence of messages, and then there is the way you can use this type of memory in a chain. \n",
     "\n",
@@ -25,7 +26,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "id": "87235cf1",
    "metadata": {},
    "outputs": [],
@@ -41,18 +42,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 3,
    "id": "be030822",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "[HumanMessage(content='hi!', additional_kwargs={}),\n",
-       " AIMessage(content='whats up?', additional_kwargs={})]"
+       "[HumanMessage(content='hi!', additional_kwargs={}, example=False),\n",
+       " AIMessage(content='whats up?', additional_kwargs={}, example=False)]"
       ]
      },
-     "execution_count": 5,
+     "execution_count": 3,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -75,7 +76,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 4,
    "id": "a382b160",
    "metadata": {},
    "outputs": [],
@@ -85,7 +86,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 5,
    "id": "a280d337",
    "metadata": {},
    "outputs": [],
@@ -97,7 +98,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 7,
    "id": "1b739c0a",
    "metadata": {},
    "outputs": [
@@ -107,7 +108,7 @@
        "{'history': 'Human: hi!\\nAI: whats up?'}"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -126,7 +127,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 8,
    "id": "798ceb1c",
    "metadata": {},
    "outputs": [],
@@ -138,18 +139,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 9,
    "id": "698688fd",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "{'history': [HumanMessage(content='hi!', additional_kwargs={}),\n",
-       "  AIMessage(content='whats up?', additional_kwargs={})]}"
+       "{'history': [HumanMessage(content='hi!', additional_kwargs={}, example=False),\n",
+       "  AIMessage(content='whats up?', additional_kwargs={}, example=False)]}"
       ]
      },
-     "execution_count": 14,
+     "execution_count": 9,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -169,7 +170,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 10,
    "id": "54301321",
    "metadata": {},
    "outputs": [],
@@ -188,7 +189,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 11,
    "id": "ae046bff",
    "metadata": {},
    "outputs": [
@@ -216,7 +217,7 @@
        "\" Hi there! It's nice to meet you. How can I help you today?\""
       ]
      },
-     "execution_count": 16,
+     "execution_count": 11,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -227,7 +228,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 12,
    "id": "d8e2a6ff",
    "metadata": {},
    "outputs": [
@@ -256,7 +257,7 @@
        "\" That's great! It's always nice to have a conversation with someone new. What would you like to talk about?\""
       ]
      },
-     "execution_count": 17,
+     "execution_count": 12,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -267,7 +268,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 13,
    "id": "15eda316",
    "metadata": {},
    "outputs": [
@@ -298,7 +299,7 @@
        "\" Sure! I'm an AI created to help people with their everyday tasks. I'm programmed to understand natural language and provide helpful information. I'm also constantly learning and updating my knowledge base so I can provide more accurate and helpful answers.\""
       ]
      },
-     "execution_count": 18,
+     "execution_count": 13,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -319,7 +320,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 14,
    "id": "b5acbc4b",
    "metadata": {},
    "outputs": [],
@@ -338,7 +339,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 15,
    "id": "7812ee21",
    "metadata": {},
    "outputs": [],
@@ -348,18 +349,20 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 16,
    "id": "3ed6e6a0",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "[{'type': 'human', 'data': {'content': 'hi!', 'additional_kwargs': {}}},\n",
-       " {'type': 'ai', 'data': {'content': 'whats up?', 'additional_kwargs': {}}}]"
+       "[{'type': 'human',\n",
+       "  'data': {'content': 'hi!', 'additional_kwargs': {}, 'example': False}},\n",
+       " {'type': 'ai',\n",
+       "  'data': {'content': 'whats up?', 'additional_kwargs': {}, 'example': False}}]"
       ]
      },
-     "execution_count": 3,
+     "execution_count": 16,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -370,7 +373,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 17,
    "id": "cdf4ebd2",
    "metadata": {},
    "outputs": [],
@@ -380,18 +383,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 18,
    "id": "9724e24b",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "[HumanMessage(content='hi!', additional_kwargs={}),\n",
-       " AIMessage(content='whats up?', additional_kwargs={})]"
+       "[HumanMessage(content='hi!', additional_kwargs={}, example=False),\n",
+       " AIMessage(content='whats up?', additional_kwargs={}, example=False)]"
       ]
      },
-     "execution_count": 5,
+     "execution_count": 18,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -407,14 +410,6 @@
    "source": [
     "And that's it for the getting started! There are plenty of different types of memory, check out our examples to see them all"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "3dd37d93",
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
@@ -433,7 +428,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.1"
+   "version": "3.10.9"
   }
  },
  "nbformat": 4,