langchain-ai · Naomi Pentrel (npentrel) · Apr 22, 2026 · Apr 21, 2026
diff --git a/src/docs.json b/src/docs.json
@@ -1076,7 +1076,8 @@
                         "oss/python/deepagents/cli/overview",
                         "oss/python/deepagents/cli/providers",
                         "oss/python/deepagents/cli/configuration",
-                        "oss/python/deepagents/cli/mcp-tools"
+                        "oss/python/deepagents/cli/mcp-tools",
+                        "oss/python/deepagents/data-locations"
                       ]
                     }
                   ]
@@ -1513,7 +1514,8 @@
                         "oss/javascript/deepagents/cli/overview",
                         "oss/javascript/deepagents/cli/providers",
                         "oss/javascript/deepagents/cli/configuration",
-                        "oss/javascript/deepagents/cli/mcp-tools"
+                        "oss/javascript/deepagents/cli/mcp-tools",
+                        "oss/javascript/deepagents/data-locations"
                       ]
                     }
                   ]
@@ -1947,6 +1949,14 @@
     }
   },
   "redirects": [
+    {
+      "source": "/oss/python/langgraph/memory",
+      "destination": "/oss/python/concepts/memory"
+    },
+    {
+      "source": "/oss/javascript/langgraph/memory",
+      "destination": "/oss/javascript/concepts/memory"
+    },
     {
       "source": "/oss/deepagents/memory",
       "destination": "/oss/python/deepagents/memory"

diff --git a/src/oss/contributing/guide/chat.mdx b/src/oss/contributing/guide/chat.mdx
diff --git a/src/oss/contributing/guide/embeddings.mdx b/src/oss/contributing/guide/embeddings.mdx
diff --git a/src/oss/contributing/guide/retrievers.mdx b/src/oss/contributing/guide/retrievers.mdx
diff --git a/src/oss/contributing/guide/tools.mdx b/src/oss/contributing/guide/tools.mdx
diff --git a/src/oss/contributing/guide/vector-stores.mdx b/src/oss/contributing/guide/vector-stores.mdx
diff --git a/src/oss/contributing/integrations-langgraph.mdx b/src/oss/contributing/integrations-langgraph.mdx
diff --git a/src/oss/contributing/publish-langgraph.mdx b/src/oss/contributing/publish-langgraph.mdx
diff --git a/src/oss/langchain/tools.mdx b/src/oss/langchain/tools.mdx
@@ -395,7 +395,7 @@ The @[`BaseStore`] provides persistent storage that survives across conversation
 Access the store through `runtime.store`. The store uses a namespace/key pattern to organize data:
 
 <Tip>
-    For production deployments, use a persistent store implementation like @[`PostgresStore`] instead of `InMemoryStore`. See the [memory documentation](/oss/langgraph/memory) for setup details.
+    For production deployments, use a persistent store implementation like @[`PostgresStore`] instead of `InMemoryStore`. See the [memory documentation](/oss/langgraph/add-memory) for setup details.
 </Tip>
 
 ```python expandable

diff --git a/src/oss/langgraph/memory.mdx b/src/oss/langgraph/memory.mdx