diff --git a/images/jupyterlab/pixi.lock b/images/jupyterlab/pixi.lock
index bc2351e..362926a 100644
--- a/images/jupyterlab/pixi.lock
+++ b/images/jupyterlab/pixi.lock
@@ -1,7 +1,17 @@
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 platforms:
 - name: linux-64
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+  - __linux=4.18
+  - __glibc=2.28
+  - __archspec=0=x86_64
 - name: linux-aarch64
+  virtual-packages:
+  - __unix=0=0
+  - __linux=4.18
+  - __glibc=2.28
+  - __archspec=0=aarch64
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-      - pypi: git+https://github.com/betatim/vscode-binder#3e69a137988539f24381e07dd373a1a372098ff4
+      - pypi: git+https://github.com/betatim/vscode-binder.git#3e69a137988539f24381e07dd373a1a372098ff4
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+      - pypi: https://files.pythonhosted.org/packages/32/52/e28dd251332de04e3817f3abfc7202e4c3c6b669c6258ae258fcd9ccb27a/nb_nebi_kernels-0.3-py3-none-any.whl
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-      - pypi: git+https://github.com/betatim/vscode-binder#3e69a137988539f24381e07dd373a1a372098ff4
+      - pypi: git+https://github.com/betatim/vscode-binder.git#3e69a137988539f24381e07dd373a1a372098ff4
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+      - pypi: https://files.pythonhosted.org/packages/32/52/e28dd251332de04e3817f3abfc7202e4c3c6b669c6258ae258fcd9ccb27a/nb_nebi_kernels-0.3-py3-none-any.whl
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@@ -1002,7 +1012,7 @@ packages:
   license: MIT AND Apache-2.0
   license_family: Apache
   purls:
-  - pkg:pypi/aiohttp?source=compressed-mapping
+  - pkg:pypi/aiohttp?source=hash-mapping
   run_exports: {}
   size: 1078273
   timestamp: 1780913823270
@@ -3104,7 +3114,7 @@ packages:
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   license_family: Apache
   purls:
-  - pkg:pypi/unicodedata2?source=compressed-mapping
+  - pkg:pypi/unicodedata2?source=hash-mapping
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 - conda: https://conda.anaconda.org/conda-forge/linux-64/unzip-6.0-hb03c661_4.conda
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   license_family: MIT
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-  - pkg:pypi/attrs?source=compressed-mapping
+  - pkg:pypi/attrs?source=hash-mapping
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 - conda: https://conda.anaconda.org/conda-forge/noarch/babel-2.17.0-pyhd8ed1ab_0.conda
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   license_family: BSD
   purls:
-  - pkg:pypi/babel?source=compressed-mapping
+  - pkg:pypi/babel?source=hash-mapping
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 - conda: https://conda.anaconda.org/conda-forge/noarch/beautifulsoup4-4.13.3-pyha770c72_0.conda
@@ -6161,7 +6171,7 @@ packages:
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   license_family: MIT
   purls:
-  - pkg:pypi/beautifulsoup4?source=compressed-mapping
+  - pkg:pypi/beautifulsoup4?source=hash-mapping
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 - conda: https://conda.anaconda.org/conda-forge/noarch/bleach-6.2.0-pyh29332c3_4.conda
@@ -6264,7 +6274,7 @@ packages:
   - python >=3.9
   license: ISC
   purls:
-  - pkg:pypi/certifi?source=compressed-mapping
+  - pkg:pypi/certifi?source=hash-mapping
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 - conda: https://conda.anaconda.org/conda-forge/noarch/certipy-0.2.1-pyhd8ed1ab_1.conda
@@ -6402,7 +6412,7 @@ packages:
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   license_family: BSD
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-  - pkg:pypi/decorator?source=compressed-mapping
+  - pkg:pypi/decorator?source=hash-mapping
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 - conda: https://conda.anaconda.org/conda-forge/noarch/deepmerge-2.1.0-pyhd8ed1ab_0.conda
@@ -6876,7 +6886,7 @@ packages:
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   license_family: BSD
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-  - pkg:pypi/ipython?source=compressed-mapping
+  - pkg:pypi/ipython?source=hash-mapping
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 - conda: https://conda.anaconda.org/conda-forge/noarch/ipython_genutils-0.2.0-pyhd8ed1ab_2.conda
@@ -6952,7 +6962,7 @@ packages:
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   license_family: BSD
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-  - pkg:pypi/jinja2?source=compressed-mapping
+  - pkg:pypi/jinja2?source=hash-mapping
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   timestamp: 1741263433881
 - conda: https://conda.anaconda.org/conda-forge/noarch/json5-0.10.0-pyhd8ed1ab_1.conda
@@ -7225,7 +7235,7 @@ packages:
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   license_family: BSD
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-  - pkg:pypi/jupyter-events?source=compressed-mapping
+  - pkg:pypi/jupyter-events?source=hash-mapping
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 - conda: https://conda.anaconda.org/conda-forge/noarch/jupyter_leaflet-0.20.0-pyhd8ed1ab_0.conda
@@ -7354,7 +7364,7 @@ packages:
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   license_family: BSD
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-  - pkg:pypi/jupyterlab?source=compressed-mapping
+  - pkg:pypi/jupyterlab?source=hash-mapping
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@@ -7366,7 +7376,7 @@ packages:
   license: BSD-3-Clause
   license_family: BSD
   purls:
-  - pkg:pypi/jupyterlab-favorites?source=compressed-mapping
+  - pkg:pypi/jupyterlab-favorites?source=hash-mapping
   run_exports: {}
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   license: BSD-3-Clause
   license_family: BSD
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-  - pkg:pypi/mistune?source=compressed-mapping
+  - pkg:pypi/mistune?source=hash-mapping
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 - conda: https://conda.anaconda.org/conda-forge/noarch/munkres-1.1.4-pyh9f0ad1d_0.tar.bz2
@@ -7759,8 +7769,7 @@ packages:
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   license: BSD-3-Clause
   license_family: BSD
-  purls:
-  - pkg:pypi/nbconvert?source=compressed-mapping
+  purls: []
   size: 5241
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 - conda: https://conda.anaconda.org/conda-forge/noarch/nbconvert-core-7.16.6-pyh29332c3_0.conda
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   license_family: BSD
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-  - pkg:pypi/notebook?source=compressed-mapping
+  - pkg:pypi/notebook?source=hash-mapping
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@@ -8047,7 +8056,7 @@ packages:
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+  - pkg:pypi/pexpect?source=hash-mapping
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+  - pkg:pypi/pip?source=hash-mapping
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+  - pkg:pypi/pydantic-settings?source=hash-mapping
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 - conda: https://conda.anaconda.org/conda-forge/noarch/pyflakes-3.2.0-pyhd8ed1ab_1.conda
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+  - pkg:pypi/setuptools?source=hash-mapping
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 - conda: https://conda.anaconda.org/conda-forge/noarch/sidecar-0.8.1-pyhd8ed1ab_0.conda
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-- pypi: git+https://github.com/betatim/vscode-binder#3e69a137988539f24381e07dd373a1a372098ff4
+- pypi: git+https://github.com/betatim/vscode-binder.git#3e69a137988539f24381e07dd373a1a372098ff4
   name: jupyter-vscode-proxy
   version: 0.7.post4+g3e69a1379
   requires_python: '>=3.8'
@@ -9156,16 +9165,6 @@ packages:
   - tomli>=1.2.2 ; python_full_version < '3.11'
   - trove-classifiers
   requires_python: '>=3.10'
-- pypi: https://files.pythonhosted.org/packages/0e/13/5b6b718399f406ced6bb6254413e6a83bfd008e83c7b23584f18e6f19e52/nb_nebi_kernels-0.2-py3-none-any.whl
-  name: nb-nebi-kernels
-  version: '0.2'
-  sha256: 0a5f7e93f49297d048c2505b488b9f7b53a3142ea661445d2d6c0b316871f527
-  requires_dist:
-  - ipykernel>=6.0.0
-  - jupyter-client>=8.0.0
-  - jupyter-core>=5.0.0
-  - jupyter-server>=2.0.0
-  requires_python: '>=3.11'
 - pypi: https://files.pythonhosted.org/packages/0f/73/bb1bc2529f852e7bf64a2dec885e89ff9f5cc7bbf6c9340eed30ff2c69c5/ruamel.yaml-0.18.16-py3-none-any.whl
   name: ruamel-yaml
   version: 0.18.16
@@ -9247,6 +9246,16 @@ packages:
   - click
   - pytest ; extra == 'test'
   requires_python: '>=2.7'
+- pypi: https://files.pythonhosted.org/packages/32/52/e28dd251332de04e3817f3abfc7202e4c3c6b669c6258ae258fcd9ccb27a/nb_nebi_kernels-0.3-py3-none-any.whl
+  name: nb-nebi-kernels
+  version: '0.3'
+  sha256: 82b23f508b175b1112706f8d56e351c6fb79a590c8dbc49963ed7b8bc8fa99b7
+  requires_dist:
+  - ipykernel>=6.0.0
+  - jupyter-client>=8.0.0
+  - jupyter-core>=5.0.0
+  - jupyter-server>=2.0.0
+  requires_python: '>=3.11'
 - pypi: https://files.pythonhosted.org/packages/33/6b/e0547afaf41bf2c42e52430072fa5658766e3d65bd4b03a563d1b6336f57/distlib-0.4.0-py2.py3-none-any.whl
   name: distlib
   version: 0.4.0
diff --git a/images/jupyterlab/pixi.toml b/images/jupyterlab/pixi.toml
index 0b11297..65f9719 100644
--- a/images/jupyterlab/pixi.toml
+++ b/images/jupyterlab/pixi.toml
@@ -73,7 +73,7 @@ pyjwt = ">=2.13.0,<3"
 
 [pypi-dependencies]
 jupyter-vscode-proxy = { git = "https://github.com/betatim/vscode-binder.git" }
-nb_nebi_kernels = "==0.2"
+nb_nebi_kernels = "==0.3"
 jupyterlab_nvdashboard = "==0.12.0"
 # argo-jupyter-scheduler = "==2024.6.1"  # disabled until service is configured
 jhub-apps = "==2026.6.1"