diff --git a/docs/docs/integrations/document_loaders/alibaba_cloud_maxcompute.ipynb b/docs/docs/integrations/document_loaders/alibaba_cloud_maxcompute.ipynb
index 9c73f0788d4..e25ba61d7c7 100644
--- a/docs/docs/integrations/document_loaders/alibaba_cloud_maxcompute.ipynb
+++ b/docs/docs/integrations/document_loaders/alibaba_cloud_maxcompute.ipynb
@@ -46,7 +46,7 @@
    "metadata": {},
    "source": [
     "## Basic Usage\n",
-    "To instantiate the loader you'll need a SQL query to execute, your MaxCompute endpoint and project name, and you access ID and secret access key. The access ID and secret access key can either be passed in direct via the `access_id` and `secret_access_key` parameters or they can be set as environment variables `MAX_COMPUTE_ACCESS_ID` and `MAX_COMPUTE_SECRET_ACCESS_KEY`."
+    "To instantiate the loader you'll need a SQL query to execute, your MaxCompute endpoint and project name, and your access ID and secret access key. The access ID and secret access key can either be passed in direct via the `access_id` and `secret_access_key` parameters or they can be set as environment variables `MAX_COMPUTE_ACCESS_ID` and `MAX_COMPUTE_SECRET_ACCESS_KEY`."
    ]
   },
   {
diff --git a/docs/docs/integrations/document_loaders/async_chromium.ipynb b/docs/docs/integrations/document_loaders/async_chromium.ipynb
index 15cf2e32e84..92135066b5f 100644
--- a/docs/docs/integrations/document_loaders/async_chromium.ipynb
+++ b/docs/docs/integrations/document_loaders/async_chromium.ipynb
@@ -13,7 +13,7 @@
     "\n",
     "Headless mode means that the browser is running without a graphical user interface.\n",
     "\n",
-    "In the below example we'll use the `AsyncChromiumLoader` to loads the page, and then the [`Html2TextTransformer`](/docs/integrations/document_transformers/html2text/) to strip out the HTML tags and other semantic information."
+    "In the below example we'll use the `AsyncChromiumLoader` to load the page, and then the [`Html2TextTransformer`](/docs/integrations/document_transformers/html2text/) to strip out the HTML tags and other semantic information."
    ]
   },
   {
@@ -79,7 +79,7 @@
    "id": "7eb5e6aa",
    "metadata": {},
    "source": [
-    "Now let's transform the documents into a more readable syntax using the transformer:"
+    "Now let's transform the documents into a more readable format using the transformer:"
    ]
   },
   {