diff --git a/docs/modules/indexes/document_loaders/examples/unstructured_file.ipynb b/docs/modules/indexes/document_loaders/examples/unstructured_file.ipynb
index 4d954997..b9ea3b0e 100644
--- a/docs/modules/indexes/document_loaders/examples/unstructured_file.ipynb
+++ b/docs/modules/indexes/document_loaders/examples/unstructured_file.ipynb
@@ -163,7 +163,7 @@
    "source": [
     "## Define a Partitioning Strategy\n",
     "\n",
-    "Unstructured document loader allow users to pass in a `strategy` parameter that lets `unstructured` know how to partitioning the document. Currently supported strategies are `\"hi_res\"` (the default) and `\"fast\"`. Hi res partitioning strategies are more accurate, but take longer to process. Fast strategies partition the document more quickly, but trade-off accuracy. Not all document types have separate hi res and fast partitioning strategies. For those document types, the `strategy` kwarg is ignored. In some cases, the high res strategy will fallback to fast if there is a dependency missing (i.e. a model for document partitioning). You can see how to apply a strategy to an `UnstructuredFileLoader` below."
+    "Unstructured document loader allow users to pass in a `strategy` parameter that lets `unstructured` know how to partition the document. Currently supported strategies are `\"hi_res\"` (the default) and `\"fast\"`. Hi res partitioning strategies are more accurate, but take longer to process. Fast strategies partition the document more quickly, but trade-off accuracy. Not all document types have separate hi res and fast partitioning strategies. For those document types, the `strategy` kwarg is ignored. In some cases, the high res strategy will fallback to fast if there is a dependency missing (i.e. a model for document partitioning). You can see how to apply a strategy to an `UnstructuredFileLoader` below."
    ]
   },
   {