diff --git a/docs/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.retrievercontextualcompression.md b/docs/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.retrievercontextualcompression.md
index 6c8a60493..96b49c649 100644
--- a/docs/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.retrievercontextualcompression.md
+++ b/docs/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.retrievercontextualcompression.md
@@ -1,28 +1,18 @@
 ---
-title: _Name_
-description: Documentation for the _Name_ node in n8n, a workflow automation platform. Includes details of operations and configuration, and links to examples and credentials information.
+title: Contextual Compression Retriever
+description: Documentation for the Contextual Compression Retriever node in n8n, a workflow automation platform. Includes details of operations and configuration, and links to examples and credentials information.
 ---
 
-# _Name_
+# Contextual Compression Retriever
 
-<!-- Briefly summarize the node. For example:
+The Contextual Compression Retriever node improves the answers returned from vector store document similarity searches by taking into account the context from the query.
 
-The _Name_ node allows you to automate work in _Name_ and integrate _Name_ with other applications. n8n has built-in support for a wide range of _Name_ features, which includes creating, updating, and deleting events, people, tags, and signatures. -->
-
-On this page, you'll find the node parameters for the _Name_ node, and links to more resources.
-
-!!! note "Credentials"
-    You can find authentication information for this node [here](/integrations/builtin/credentials/_Name_/).
+On this page, you'll find the node parameters for the Contextual Compression Retriever node, and links to more resources.
 
 <!--
 !!! note "Examples and templates"
 	For usage examples and templates to help you get started, refer to n8n's [LangChain integrations](https://n8n.io/integrations/langchain/){:target=_blank .external-link} page.
 -->
-	
-## Node parameters
-
-* _Bullet list_
-* _Of available operations_.
 
 ## Related resources
 
@@ -30,6 +20,6 @@ On this page, you'll find the node parameters for the _Name_ node, and links to
 View [example workflows and related content](https://n8n.io/integrations/langchain/){:target=_blank .external-link} on n8n's website.
 -->
 
-Refer to [_Name_'s documentation](){:target=_blank .external-link} for more information about the service.
+Refer to [LangChain's contextual compression retriever documentation](https://js.langchain.com/docs/modules/data_connection/retrievers/integrations/contextual-compression-retriever){:target=_blank .external-link} for more information about the service.
 
 --8<-- "_snippets/integrations/builtin/cluster-nodes/langchain-overview-link.md"
diff --git a/docs/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.retrievervectorstore.md b/docs/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.retrievervectorstore.md
new file mode 100644
index 000000000..e43260ca5
--- /dev/null
+++ b/docs/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.retrievervectorstore.md
@@ -0,0 +1,29 @@
+---
+title: Vector Store Retriever
+description: Documentation for the Vector Store Retriever node in n8n, a workflow automation platform. Includes details of operations and configuration, and links to examples and credentials information.
+---
+
+# Vector Store Retriever
+
+The Vector Store Retriever node allows you to retrieve documents from a vector store.
+
+On this page, you'll find the node parameters for the Vector Store Retriever node, and links to more resources.
+
+<!--
+!!! note "Examples and templates"
+	For usage examples and templates to help you get started, refer to n8n's [LangChain integrations](https://n8n.io/integrations/langchain/){:target=_blank .external-link} page.
+-->
+	
+## Node parameters
+
+* Top K
+
+## Related resources
+
+<!--
+View [example workflows and related content](https://n8n.io/integrations/langchain/){:target=_blank .external-link} on n8n's website.
+-->
+
+Refer to [LangChain's vector store retriever documentation](https://js.langchain.com/docs/modules/data_connection/retrievers/how_to/vectorstore){:target=_blank .external-link} for more information about the service.
+
+--8<-- "_snippets/integrations/builtin/cluster-nodes/langchain-overview-link.md"