diff --git a/libs/community/langchain_community/graph_vectorstores/extractors/gliner_link_extractor.py b/libs/community/langchain_community/graph_vectorstores/extractors/gliner_link_extractor.py
index 9d567a1f8d418..d682c14a31582 100644
--- a/libs/community/langchain_community/graph_vectorstores/extractors/gliner_link_extractor.py
+++ b/libs/community/langchain_community/graph_vectorstores/extractors/gliner_link_extractor.py
@@ -87,7 +87,7 @@ class GLiNERLinkExtractor(LinkExtractor[GLiNERInput]):
     Using LinkExtractorTransformer
     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-    Using the :class:`~langchain_community.graph_vectorstores.extractors.keybert_link_extractor.LinkExtractorTransformer`,
+    Using the :class:`~langchain_community.graph_vectorstores.extractors.link_extractor_transformer.LinkExtractorTransformer`,
     we can simplify the link extraction::
 
         from langchain_community.document_loaders import TextLoader
diff --git a/libs/community/langchain_community/graph_vectorstores/extractors/html_link_extractor.py b/libs/community/langchain_community/graph_vectorstores/extractors/html_link_extractor.py
index 270de351e6eac..b554942dd8ad8 100644
--- a/libs/community/langchain_community/graph_vectorstores/extractors/html_link_extractor.py
+++ b/libs/community/langchain_community/graph_vectorstores/extractors/html_link_extractor.py
@@ -176,7 +176,7 @@ def __init__(self, *, kind: str = "hyperlink", drop_fragments: bool = True):
         Using LinkExtractorTransformer
         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-        Using the :class:`~langchain_community.graph_vectorstores.extractors.keybert_link_extractor.LinkExtractorTransformer`,
+        Using the :class:`~langchain_community.graph_vectorstores.extractors.link_extractor_transformer.LinkExtractorTransformer`,
         we can simplify the link extraction::
 
             from langchain_community.document_loaders import AsyncHtmlLoader
diff --git a/libs/community/langchain_community/graph_vectorstores/extractors/keybert_link_extractor.py b/libs/community/langchain_community/graph_vectorstores/extractors/keybert_link_extractor.py
index 90a208b9878f0..6642caa422ff2 100644
--- a/libs/community/langchain_community/graph_vectorstores/extractors/keybert_link_extractor.py
+++ b/libs/community/langchain_community/graph_vectorstores/extractors/keybert_link_extractor.py
@@ -91,7 +91,7 @@ def __init__(
         Using LinkExtractorTransformer
         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-        Using the :class:`~langchain_community.graph_vectorstores.extractors.keybert_link_extractor.LinkExtractorTransformer`,
+        Using the :class:`~langchain_community.graph_vectorstores.extractors.link_extractor_transformer.LinkExtractorTransformer`,
         we can simplify the link extraction::
 
             from langchain_community.document_loaders import TextLoader