diff --git a/docs/conf.py b/docs/conf.py
index 7d9aaa46a4d..b9160e650bd 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -130,189 +130,8 @@
     },
     'version_dropdown':
         True,
-    'version_info': [
-        # need to use the sdk- prefix to avoid conflict with the BE's GitHub release tags
-        {
-            'version':
-                'https://kubeflow-pipelines.readthedocs.io/en/sdk-2.7.0/',
-            'title':
-                '2.7.0',
-            'aliases': ['stable'],
-        },
-        {
-            'version':
-                'https://kubeflow-pipelines.readthedocs.io/en/sdk-2.6.0/',
-            'title':
-                '2.6.0',
-            'aliases': [],
-        },
-        {
-            'version':
-                'https://kubeflow-pipelines.readthedocs.io/en/sdk-2.5.0/',
-            'title':
-                '2.5.0',
-            'aliases': [],
-        },
-        {
-            'version':
-                'https://kubeflow-pipelines.readthedocs.io/en/sdk-2.4.0/',
-            'title':
-                '2.4.0',
-            'aliases': [],
-        },
-        {
-            'version':
-                'https://kubeflow-pipelines.readthedocs.io/en/sdk-2.3.0/',
-            'title':
-                '2.3.0',
-            'aliases': [],
-        },
-        {
-            'version':
-                'https://kubeflow-pipelines.readthedocs.io/en/sdk-2.2.0/',
-            'title':
-                '2.2.0',
-            'aliases': [],
-        },
-        {
-            'version':
-                'https://kubeflow-pipelines.readthedocs.io/en/sdk-2.0.1/',
-            'title':
-                '2.0.1',
-            'aliases': [],
-        },
-        {
-            'version':
-                'https://kubeflow-pipelines.readthedocs.io/en/sdk-2.0.0/',
-            'title':
-                '2.0.0',
-            'aliases': [],
-        },
-        {
-            'version':
-                'https://kubeflow-pipelines.readthedocs.io/en/sdk-2.0.0-rc.2/',
-            'title':
-                'v2.0.0rc2',
-            'aliases': [],
-        },
-        {
-            'version':
-                'https://kubeflow-pipelines.readthedocs.io/en/sdk-2.0.0-rc.1/',
-            'title':
-                'v2.0.0rc1',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/2.0.0b17/',
-            'title': 'v2.0.0b17',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/2.0.0b16/',
-            'title': 'v2.0.0b16',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/2.0.0b15/',
-            'title': 'v2.0.0b15',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/2.0.0b14/',
-            'title': 'v2.0.0b14',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/2.0.0b13/',
-            'title': 'v2.0.0b13',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/2.0.0b12/',
-            'title': 'v2.0.0b12',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/2.0.0b11/',
-            'title': 'v2.0.0b11',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/2.0.0b9/',
-            'title': 'v2.0.0b9',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/2.0.0b8/',
-            'title': 'v2.0.0b8',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/2.0.0b6/',
-            'title': 'v2.0.0b6',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/2.0.0b5/',
-            'title': 'v2.0.0b5',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/2.0.0b4/',
-            'title': 'v2.0.0b4',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/1.8.22/',
-            'title': 'v1.8.22',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/1.8.21/',
-            'title': 'v1.8.21',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/1.8.20/',
-            'title': 'v1.8.20',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/1.8.19/',
-            'title': 'v1.8.19',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/1.8.18/',
-            'title': 'v1.8.18',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/1.8.17/',
-            'title': 'v1.8.17',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/1.8.16/',
-            'title': 'v1.8.16',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/1.8.15/',
-            'title': 'v1.8.15',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/1.8.14/',
-            'title': 'v1.8.14',
-            'aliases': [],
-        },
-        {
-            'version': 'https://kubeflow-pipelines.readthedocs.io/en/1.8.13/',
-            'title': 'v1.8.13',
-            'aliases': [],
-        },
-    ],
+    'version_json':
+        'https://raw.githubusercontent.com/kubeflow/pipelines/master/docs/versions.json',
     # "toc_title_is_page_title": True,
 }
 # Add any paths that contain templates here, relative to this directory.
diff --git a/docs/versions.json b/docs/versions.json
new file mode 100644
index 00000000000..b3bb9cf9b42
--- /dev/null
+++ b/docs/versions.json
@@ -0,0 +1,165 @@
+[
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/sdk-2.7.0/",
+        "title": "2.7.0",
+        "aliases": [
+            "stable",
+            "latest"
+        ]
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/sdk-2.6.0/",
+        "title": "2.6.0",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/sdk-2.5.0/",
+        "title": "2.5.0",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/sdk-2.4.0/",
+        "title": "2.4.0",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/sdk-2.3.0/",
+        "title": "2.3.0",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/sdk-2.2.0/",
+        "title": "2.2.0",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/sdk-2.0.1/",
+        "title": "2.0.1",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/sdk-2.0.0/",
+        "title": "2.0.0",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/sdk-2.0.0-rc.2/",
+        "title": "v2.0.0rc2",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/sdk-2.0.0-rc.1/",
+        "title": "v2.0.0rc1",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/2.0.0b17/",
+        "title": "v2.0.0b17",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/2.0.0b16/",
+        "title": "v2.0.0b16",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/2.0.0b15/",
+        "title": "v2.0.0b15",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/2.0.0b14/",
+        "title": "v2.0.0b14",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/2.0.0b13/",
+        "title": "v2.0.0b13",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/2.0.0b12/",
+        "title": "v2.0.0b12",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/2.0.0b11/",
+        "title": "v2.0.0b11",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/2.0.0b9/",
+        "title": "v2.0.0b9",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/2.0.0b8/",
+        "title": "v2.0.0b8",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/2.0.0b6/",
+        "title": "v2.0.0b6",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/2.0.0b5/",
+        "title": "v2.0.0b5",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/2.0.0b4/",
+        "title": "v2.0.0b4",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/1.8.22/",
+        "title": "v1.8.22",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/1.8.21/",
+        "title": "v1.8.21",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/1.8.20/",
+        "title": "v1.8.20",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/1.8.19/",
+        "title": "v1.8.19",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/1.8.18/",
+        "title": "v1.8.18",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/1.8.17/",
+        "title": "v1.8.17",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/1.8.16/",
+        "title": "v1.8.16",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/1.8.15/",
+        "title": "v1.8.15",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/1.8.14/",
+        "title": "v1.8.14",
+        "aliases": []
+    },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/1.8.13/",
+        "title": "v1.8.13",
+        "aliases": []
+    }
+]
diff --git a/sdk/RELEASE.md b/sdk/RELEASE.md
index 8091f9d1e67..9accb55eb8a 100644
--- a/sdk/RELEASE.md
+++ b/sdk/RELEASE.md
@@ -10,6 +10,7 @@
 * Throw compilation error when trying to iterate over a single parameter with ParallelFor [\#10494](https://github.com/kubeflow/pipelines/pull/10494)
 
 ## Documentation updates
+* Make full version dropdown visible on all KFP SDK docs versions [\#10577](https://github.com/kubeflow/pipelines/pull/10577)
 
 # 2.7.0