diff --git a/docs/docs/integrations/document_loaders/pdfminer.ipynb b/docs/docs/integrations/document_loaders/pdfminer.ipynb
index 9f71c0f1f8e..dc8a456ec35 100644
--- a/docs/docs/integrations/document_loaders/pdfminer.ipynb
+++ b/docs/docs/integrations/document_loaders/pdfminer.ipynb
@@ -31,7 +31,7 @@
     "\n",
     "### Credentials\n",
     "\n",
-    "No credentials are required to use PyMuPDFLoader"
+    "No credentials are required to use PDFMinerLoader"
    ]
   },
   {
@@ -60,7 +60,7 @@
    "source": [
     "### Installation\n",
     "\n",
-    "Install **langchain_community** and **pymupdf**."
+    "Install **langchain_community** and **pdfminer**."
    ]
   },
   {
@@ -327,7 +327,7 @@
     "- By page\n",
     "- As a single text flow\n",
     "\n",
-    "By default PDFPlumberLoader will split the PDF by page."
+    "By default PDFMinerLoader will split the PDF by page."
    ]
   },
   {
diff --git a/docs/docs/integrations/document_loaders/pymupdf.ipynb b/docs/docs/integrations/document_loaders/pymupdf.ipynb
index 973d0313a5d..4549fb42d51 100644
--- a/docs/docs/integrations/document_loaders/pymupdf.ipynb
+++ b/docs/docs/integrations/document_loaders/pymupdf.ipynb
@@ -289,7 +289,7 @@
     "- By page\n",
     "- As a single text flow\n",
     "\n",
-    "By default PDFPlumberLoader will split the PDF by page."
+    "By default PyMuPDFLoader will split the PDF by page."
    ]
   },
   {