diff --git a/libs/community/langchain_community/document_loaders/directory.py b/libs/community/langchain_community/document_loaders/directory.py
index b20eff88759..d46d545656e 100644
--- a/libs/community/langchain_community/document_loaders/directory.py
+++ b/libs/community/langchain_community/document_loaders/directory.py
@@ -2,7 +2,7 @@ import concurrent
 import logging
 import random
 from pathlib import Path
-from typing import Any, Callable, Iterator, List, Optional, Sequence, Type, Union
+from typing import Any, Callable, Iterator, List, Optional, Sequence, Tuple, Type, Union
 
 from langchain_core.documents import Document
 
@@ -32,7 +32,7 @@ class DirectoryLoader(BaseLoader):
     def __init__(
         self,
         path: str,
-        glob: str = "**/[!.]*",
+        glob: Union[List[str], Tuple[str], str] = "**/[!.]*",
         silent_errors: bool = False,
         load_hidden: bool = False,
         loader_cls: FILE_LOADER_TYPE = UnstructuredFileLoader,
@@ -51,8 +51,8 @@ class DirectoryLoader(BaseLoader):
 
         Args:
             path: Path to directory.
-            glob: Glob pattern to use to find files. Defaults to "**/[!.]*"
-               (all files except hidden).
+            glob: A glob pattern or list of glob patterns to use to find files.
+                Defaults to "**/[!.]*" (all files except hidden).
             exclude: A pattern or list of patterns to exclude from results.
                 Use glob syntax.
             silent_errors: Whether to silently ignore errors. Defaults to False.
@@ -124,7 +124,20 @@ class DirectoryLoader(BaseLoader):
         if not p.is_dir():
             raise ValueError(f"Expected directory, got file: '{self.path}'")
 
-        paths = p.rglob(self.glob) if self.recursive else p.glob(self.glob)
+        # glob multiple patterns if a list is provided, e.g., multiple file extensions
+        if isinstance(self.glob, (list, tuple)):
+            paths = []
+            for pattern in self.glob:
+                paths.extend(
+                    list(p.rglob(pattern) if self.recursive else p.glob(pattern))
+                )
+        elif isinstance(self.glob, str):
+            paths = list(p.rglob(self.glob) if self.recursive else p.glob(self.glob))
+        else:
+            raise TypeError(
+                f"Expected glob to be str or sequence of str, but got {type(self.glob)}"
+            )
+
         items = [
             path
             for path in paths
diff --git a/libs/community/tests/unit_tests/document_loaders/test_directory.py b/libs/community/tests/unit_tests/document_loaders/test_directory.py
index 9523ebfa26a..2b2440e504f 100644
--- a/libs/community/tests/unit_tests/document_loaders/test_directory.py
+++ b/libs/community/tests/unit_tests/document_loaders/test_directory.py
@@ -5,6 +5,7 @@ import pytest
 from langchain_core.documents import Document
 
 from langchain_community.document_loaders import DirectoryLoader
+from langchain_community.document_loaders.text import TextLoader
 
 
 def test_raise_error_if_path_not_exist() -> None:
@@ -23,7 +24,7 @@ def test_raise_error_if_path_is_not_directory() -> None:
     assert str(e.value) == f"Expected directory, got file: '{__file__}'"
 
 
-class CustomLoader:
+class CustomLoader(TextLoader):
     """Test loader. Mimics interface of existing file loader."""
 
     def __init__(self, path: Path, **kwargs: Any) -> None:
@@ -56,3 +57,44 @@ def test_exclude_ignores_matching_files(tmp_path: Path) -> None:
 def test_exclude_as_string_converts_to_sequence() -> None:
     loader = DirectoryLoader("./some_directory", exclude="*.py")
     assert loader.exclude == ("*.py",)
+
+
+class CustomLoaderMetadataOnly(CustomLoader):
+    """Test loader that just returns the file path in metadata. For test_directory_loader_glob_multiple."""  # noqa: E501
+
+    def load(self) -> List[Document]:
+        metadata = {"source": self.path}
+        return [Document(page_content="", metadata=metadata)]
+
+    def lazy_load(self) -> Iterator[Document]:
+        return iter(self.load())
+
+
+def test_directory_loader_glob_multiple() -> None:
+    """Verify that globbing multiple patterns in a list works correctly."""
+
+    path_to_examples = "tests/examples/"
+    list_extensions = [".rst", ".txt"]
+    list_globs = [f"**/*{ext}" for ext in list_extensions]
+    is_file_type_loaded = {ext: False for ext in list_extensions}
+
+    loader = DirectoryLoader(
+        path=path_to_examples, glob=list_globs, loader_cls=CustomLoaderMetadataOnly
+    )
+
+    list_documents = loader.load()
+
+    for doc in list_documents:
+        path_doc = Path(doc.metadata.get("source", ""))
+        ext_doc = path_doc.suffix
+
+        if is_file_type_loaded.get(ext_doc, False):
+            continue
+        elif ext_doc in list_extensions:
+            is_file_type_loaded[ext_doc] = True
+        else:
+            # Loaded a filetype that was not specified in extensions list
+            assert False
+
+    for ext in list_extensions:
+        assert is_file_type_loaded.get(ext, False)