diff --git a/libs/community/langchain_community/document_loaders/pdf.py b/libs/community/langchain_community/document_loaders/pdf.py
index 6b51e481..3d118913 100644
--- a/libs/community/langchain_community/document_loaders/pdf.py
+++ b/libs/community/langchain_community/document_loaders/pdf.py
@@ -22,6 +22,7 @@
 from urllib.parse import urlparse
 
 import requests
+from langchain_core._api import deprecated
 from langchain_core.documents import Document
 from langchain_core.utils import get_from_dict_or_env
 
@@ -47,6 +48,11 @@
 logger = logging.getLogger(__file__)
 
 
+@deprecated(
+    since="0.3.24",
+    removal="1.0",
+    alternative_import="langchain_unstructured.UnstructuredPDFLoader",
+)
 class UnstructuredPDFLoader(UnstructuredFileLoader):
     """Load `PDF` files using `Unstructured`.
 
@@ -174,6 +180,11 @@ def source(self) -> str:
         return self.web_path if self.web_path is not None else self.file_path
 
 
+@deprecated(
+    since="0.3.24",
+    removal="1.0",
+    alternative_import="langchain_unstructured.UnstructuredPDFLoader",
+)
 class OnlinePDFLoader(BasePDFLoader):
     """Load online `PDF`."""
 
@@ -419,6 +430,12 @@ def lazy_load(
         yield from self.parser.parse(blob)
 
 
+@deprecated(
+    since="0.3.24",
+    removal="1.0",
+    alternative="langchain_community.document_loaders.generic.GenericLoader",
+    message="Use GenericLoader and PyPDFParser instead."
+)
 class PyPDFDirectoryLoader(BaseLoader):
     """Load and parse a directory of PDF files using 'pypdf' library.
 
@@ -1414,4 +1431,10 @@ def lazy_load(self) -> Iterator[Document]:
 
 
 # Legacy: only for backwards compatibility. Use PyPDFLoader instead
-PagedPDFSplitter = PyPDFLoader
+@deprecated(
+    since="0.3.24",
+    removal="1.0",
+    alternative="PyPDFLoader",
+)
+class PagedPDFSplitter(PyPDFLoader):
+    pass