diff --git a/uv.lock b/uv.lock
index ec04d2022..18c4964f2 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1686,6 +1686,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/01/0e/b27cdbaccf30b890c40ed1da9fd4a3593a5cf94dae54fb34f8a4b74fcd3f/jsonschema_specifications-2025.4.1-py3-none-any.whl", hash = "sha256:4653bffbd6584f7de83a67e0d620ef16900b390ddc7939d56684d6c81e33f1af", size = 18437, upload-time = "2025-04-23T12:34:05.422Z" },
 ]
 
+[[package]]
+name = "jupyter-builder"
+version = "1.0.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "jupyter-core" },
+    { name = "traitlets" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/fb/45/d0df8b43c10a61529c0f4a8af5e19ebe108f0c3af8f57e0fc358969907af/jupyter_builder-1.0.2.tar.gz", hash = "sha256:6155d78a5325010532a6419ffcba89eac643fd1aa56ea83115e661924d6f6aab", size = 968638, upload-time = "2026-06-12T02:33:25.767Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/28/b6/c418e0b3256f67c04933566b80bfce947350682db92c4b786a8653db32d6/jupyter_builder-1.0.2-py3-none-any.whl", hash = "sha256:b024f65d36e1d530542db597b00dd513261aa59842e0d0fbbb1015a9f1935e9c", size = 910789, upload-time = "2026-06-12T02:33:23.317Z" },
+]
+
 [[package]]
 name = "jupyter-client"
 version = "8.6.3"
@@ -1749,7 +1762,7 @@ wheels = [
 
 [[package]]
 name = "jupyter-server"
-version = "2.15.0"
+version = "2.20.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
@@ -1761,7 +1774,6 @@ dependencies = [
     { name = "jupyter-server-terminals" },
     { name = "nbconvert" },
     { name = "nbformat" },
-    { name = "overrides" },
     { name = "packaging" },
     { name = "prometheus-client" },
     { name = "pywinpty", marker = "os_name == 'nt'" },
@@ -1772,9 +1784,9 @@ dependencies = [
     { name = "traitlets" },
     { name = "websocket-client" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/61/8c/df09d4ab646141f130f9977b32b206ba8615d1969b2eba6a2e84b7f89137/jupyter_server-2.15.0.tar.gz", hash = "sha256:9d446b8697b4f7337a1b7cdcac40778babdd93ba614b6d68ab1c0c918f1c4084", size = 725227, upload-time = "2024-12-20T13:02:42.654Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/6b/dc/db3a582633170186f8c8b31298d7eb26ad0eb031a1f53476c258b64eed05/jupyter_server-2.20.0.tar.gz", hash = "sha256:b5778ba337d8015a3dc2b80803ecdd5ac18d3797fddf61a50ea5fb472b4ebe14", size = 756523, upload-time = "2026-06-17T12:09:09.435Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/e2/a2/89eeaf0bb954a123a909859fa507fa86f96eb61b62dc30667b60dbd5fdaf/jupyter_server-2.15.0-py3-none-any.whl", hash = "sha256:872d989becf83517012ee669f09604aa4a28097c0bd90b2f424310156c2cdae3", size = 385826, upload-time = "2024-12-20T13:02:37.785Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/71/8c002223e873a870f5c41dc69b0a7c922301123e4a31d5d01ecb700aef77/jupyter_server-2.20.0-py3-none-any.whl", hash = "sha256:c3b67c93c471e947c18b5026f04f21614218adb706df8f48227d3ee8e0a7cdcc", size = 393143, upload-time = "2026-06-17T12:09:07.234Z" },
 ]
 
 [[package]]
@@ -1792,26 +1804,26 @@ wheels = [
 
 [[package]]
 name = "jupyterlab"
-version = "4.4.2"
+version = "4.6.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "async-lru" },
     { name = "httpx" },
     { name = "ipykernel" },
     { name = "jinja2" },
+    { name = "jupyter-builder" },
     { name = "jupyter-core" },
     { name = "jupyter-lsp" },
     { name = "jupyter-server" },
     { name = "jupyterlab-server" },
     { name = "notebook-shim" },
     { name = "packaging" },
-    { name = "setuptools" },
     { name = "tornado" },
     { name = "traitlets" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/f4/3c/12a8b27ff2c3b4005bbb5e11c7747246965776d2b821193e53ffd61f1332/jupyterlab-4.4.2.tar.gz", hash = "sha256:afa9caf28c0cb966488be18e5e8daba9f018a1c4273a406b7d5006344cbc6d16", size = 23030818, upload-time = "2025-05-06T12:29:40.992Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/f8/3c/1ebd737b860cdbe61eed71536d06aab4e1781fbdcf07ecd5a1afe05b8adf/jupyterlab-4.6.0.tar.gz", hash = "sha256:6a8b88f2aae7ed4d012c634fc957c1a27f3aa217c32f0ced0175fac9ee17f9e5", size = 28181861, upload-time = "2026-06-18T13:52:56.039Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f6/ae/fbb93f4990b7648849b19112d8b3e7427bbfc9c5cc8fdc6bf14c0e86d104/jupyterlab-4.4.2-py3-none-any.whl", hash = "sha256:857111a50bed68542bf55dca784522fe728f9f88b4fe69e8c585db5c50900419", size = 12294799, upload-time = "2025-05-06T12:29:35.824Z" },
+    { url = "https://files.pythonhosted.org/packages/0a/eb/aa48075d0aa3d0188db34ba2704f53791757743c0bb02e18c4eef989b6de/jupyterlab-4.6.0-py3-none-any.whl", hash = "sha256:b6938cb8a1ef3d43860ff4745a680c62cc0a9385f9672295bb56cd2e7cfeebe2", size = 17143447, upload-time = "2026-06-18T13:52:51.42Z" },
 ]
 
 [[package]]
@@ -1825,7 +1837,7 @@ wheels = [
 
 [[package]]
 name = "jupyterlab-server"
-version = "2.27.3"
+version = "2.28.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "babel" },
@@ -1836,9 +1848,9 @@ dependencies = [
     { name = "packaging" },
     { name = "requests" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/0a/c9/a883ce65eb27905ce77ace410d83587c82ea64dc85a48d1f7ed52bcfa68d/jupyterlab_server-2.27.3.tar.gz", hash = "sha256:eb36caca59e74471988f0ae25c77945610b887f777255aa21f8065def9e51ed4", size = 76173, upload-time = "2024-07-16T17:02:04.149Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/d6/2c/90153f189e421e93c4bb4f9e3f59802a1f01abd2ac5cf40b152d7f735232/jupyterlab_server-2.28.0.tar.gz", hash = "sha256:35baa81898b15f93573e2deca50d11ac0ae407ebb688299d3a5213265033712c", size = 76996, upload-time = "2025-10-22T13:59:18.37Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/54/09/2032e7d15c544a0e3cd831c51d77a8ca57f7555b2e1b2922142eddb02a84/jupyterlab_server-2.27.3-py3-none-any.whl", hash = "sha256:e697488f66c3db49df675158a77b3b017520d772c6e1548c7d9bcc5df7944ee4", size = 59700, upload-time = "2024-07-16T17:02:01.115Z" },
+    { url = "https://files.pythonhosted.org/packages/e0/07/a000fe835f76b7e1143242ab1122e6362ef1c03f23f83a045c38859c2ae0/jupyterlab_server-2.28.0-py3-none-any.whl", hash = "sha256:e4355b148fdcf34d312bbbc80f22467d6d20460e8b8736bf235577dd18506968", size = 59830, upload-time = "2025-10-22T13:59:16.767Z" },
 ]
 
 [[package]]
@@ -2285,15 +2297,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/63/be/b85e4aa4bf42c6502851b971f1c326d583fcc68227385f92089cf50a7b45/numpy-2.2.5-cp313-cp313t-win_amd64.whl", hash = "sha256:d403c84991b5ad291d3809bace5e85f4bbf44a04bdc9a88ed2bb1807b3360bb8", size = 12750096, upload-time = "2025-04-19T22:47:00.147Z" },
 ]
 
-[[package]]
-name = "overrides"
-version = "7.7.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/36/86/b585f53236dec60aba864e050778b25045f857e17f6e5ea0ae95fe80edd2/overrides-7.7.0.tar.gz", hash = "sha256:55158fa3d93b98cc75299b1e67078ad9003ca27945c76162c1c0766d6f91820a", size = 22812, upload-time = "2024-01-27T21:01:33.423Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/2c/ab/fc8290c6a4c722e5514d80f62b2dc4c4df1a68a41d1364e625c35990fcf3/overrides-7.7.0-py3-none-any.whl", hash = "sha256:c7ed9d062f78b8e4c1a7b70bd8796b35ead4d9f510227ef9c5dc7626c60d7e49", size = 17832, upload-time = "2024-01-27T21:01:31.393Z" },
-]
-
 [[package]]
 name = "packaging"
 version = "25.0"