diff --git a/.constraints/py3.10.txt b/.constraints/py3.10.txt
index d9af1e7..3f33399 100644
--- a/.constraints/py3.10.txt
+++ b/.constraints/py3.10.txt
@@ -18,6 +18,7 @@ beautifulsoup4==4.12.2
 black==23.12.1
 bleach==6.1.0
 cachetools==5.3.2
+cattrs==23.2.3
 certifi==2023.11.17
 cffi==1.16.0
 cfgv==3.4.0
@@ -41,6 +42,8 @@ filelock==3.13.1
 flake8==6.1.0
 fonttools==4.47.0
 fqdn==1.5.1
+gitdb==4.0.11
+gitpython==3.1.40
 greenlet==3.0.3
 identify==2.5.33
 idna==3.6
@@ -66,9 +69,11 @@ jupyter-core==5.7.0
 jupyter-events==0.9.0
 jupyter-lsp==2.2.1
 jupyter-server==2.12.2
+jupyter-server-mathjax==0.2.6
 jupyter-server-terminals==0.5.1
 jupyterlab==4.0.10
 jupyterlab-code-formatter==2.2.1
+jupyterlab-git==0.50.0
 jupyterlab-lsp==5.0.1
 jupyterlab-myst==2.1.0
 jupyterlab-pygments==0.3.0
@@ -76,6 +81,7 @@ jupyterlab-server==2.25.2
 jupyterlab-widgets==3.0.9
 kiwisolver==1.4.5
 livereload==2.6.3
+lsprotocol==2023.0.0
 markdown-it-py==2.2.0
 markupsafe==2.1.3
 matplotlib==3.8.2
@@ -89,6 +95,7 @@ myst-nb==1.0.0
 myst-parser==1.0.0
 nbclient==0.6.8
 nbconvert==7.14.0
+nbdime==4.0.1
 nbformat==5.9.2
 nbmake==1.4.6
 nest-asyncio==1.5.8
@@ -121,6 +128,7 @@ pytest==7.4.4
 python-dateutil==2.8.2
 python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
+python-lsp-ruff==2.0.1
 python-lsp-server==1.9.0
 pytoolconfig==1.2.6
 pyyaml==6.0.1
@@ -131,8 +139,10 @@ rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.11.0
 rpds-py==0.16.2
+ruff==0.1.11
 send2trash==1.8.2
 six==1.16.0
+smmap==5.0.1
 sniffio==1.3.0
 snowballstemmer==2.2.0
 soupsieve==2.5
diff --git a/.constraints/py3.11.txt b/.constraints/py3.11.txt
index cd82187..9491ac9 100644
--- a/.constraints/py3.11.txt
+++ b/.constraints/py3.11.txt
@@ -18,6 +18,7 @@ beautifulsoup4==4.12.2
 black==23.12.1
 bleach==6.1.0
 cachetools==5.3.2
+cattrs==23.2.3
 certifi==2023.11.17
 cffi==1.16.0
 cfgv==3.4.0
@@ -40,6 +41,8 @@ filelock==3.13.1
 flake8==6.1.0
 fonttools==4.47.0
 fqdn==1.5.1
+gitdb==4.0.11
+gitpython==3.1.40
 greenlet==3.0.3
 identify==2.5.33
 idna==3.6
@@ -65,9 +68,11 @@ jupyter-core==5.7.0
 jupyter-events==0.9.0
 jupyter-lsp==2.2.1
 jupyter-server==2.12.2
+jupyter-server-mathjax==0.2.6
 jupyter-server-terminals==0.5.1
 jupyterlab==4.0.10
 jupyterlab-code-formatter==2.2.1
+jupyterlab-git==0.50.0
 jupyterlab-lsp==5.0.1
 jupyterlab-myst==2.1.0
 jupyterlab-pygments==0.3.0
@@ -75,6 +80,7 @@ jupyterlab-server==2.25.2
 jupyterlab-widgets==3.0.9
 kiwisolver==1.4.5
 livereload==2.6.3
+lsprotocol==2023.0.0
 markdown-it-py==2.2.0
 markupsafe==2.1.3
 matplotlib==3.8.2
@@ -88,6 +94,7 @@ myst-nb==1.0.0
 myst-parser==1.0.0
 nbclient==0.6.8
 nbconvert==7.14.0
+nbdime==4.0.1
 nbformat==5.9.2
 nbmake==1.4.6
 nest-asyncio==1.5.8
@@ -120,6 +127,7 @@ pytest==7.4.4
 python-dateutil==2.8.2
 python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
+python-lsp-ruff==2.0.1
 python-lsp-server==1.9.0
 pytoolconfig==1.2.6
 pyyaml==6.0.1
@@ -130,8 +138,10 @@ rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.11.0
 rpds-py==0.16.2
+ruff==0.1.11
 send2trash==1.8.2
 six==1.16.0
+smmap==5.0.1
 sniffio==1.3.0
 snowballstemmer==2.2.0
 soupsieve==2.5
diff --git a/.constraints/py3.12.txt b/.constraints/py3.12.txt
index 686abfa..657c992 100644
--- a/.constraints/py3.12.txt
+++ b/.constraints/py3.12.txt
@@ -18,6 +18,7 @@ beautifulsoup4==4.12.2
 black==23.12.1
 bleach==6.1.0
 cachetools==5.3.2
+cattrs==23.2.3
 certifi==2023.11.17
 cffi==1.16.0
 cfgv==3.4.0
@@ -40,6 +41,8 @@ filelock==3.13.1
 flake8==6.1.0
 fonttools==4.47.0
 fqdn==1.5.1
+gitdb==4.0.11
+gitpython==3.1.40
 greenlet==3.0.3
 identify==2.5.33
 idna==3.6
@@ -65,9 +68,11 @@ jupyter-core==5.7.0
 jupyter-events==0.9.0
 jupyter-lsp==2.2.1
 jupyter-server==2.12.2
+jupyter-server-mathjax==0.2.6
 jupyter-server-terminals==0.5.1
 jupyterlab==4.0.10
 jupyterlab-code-formatter==2.2.1
+jupyterlab-git==0.50.0
 jupyterlab-lsp==5.0.1
 jupyterlab-myst==2.1.0
 jupyterlab-pygments==0.3.0
@@ -75,6 +80,7 @@ jupyterlab-server==2.25.2
 jupyterlab-widgets==3.0.9
 kiwisolver==1.4.5
 livereload==2.6.3
+lsprotocol==2023.0.0
 markdown-it-py==2.2.0
 markupsafe==2.1.3
 matplotlib==3.8.2
@@ -88,6 +94,7 @@ myst-nb==1.0.0
 myst-parser==1.0.0
 nbclient==0.6.8
 nbconvert==7.14.0
+nbdime==4.0.1
 nbformat==5.9.2
 nbmake==1.4.6
 nest-asyncio==1.5.8
@@ -120,6 +127,7 @@ pytest==7.4.4
 python-dateutil==2.8.2
 python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
+python-lsp-ruff==2.0.1
 python-lsp-server==1.9.0
 pytoolconfig==1.2.6
 pyyaml==6.0.1
@@ -130,8 +138,10 @@ rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.11.0
 rpds-py==0.16.2
+ruff==0.1.11
 send2trash==1.8.2
 six==1.16.0
+smmap==5.0.1
 sniffio==1.3.0
 snowballstemmer==2.2.0
 soupsieve==2.5
diff --git a/.constraints/py3.8.txt b/.constraints/py3.8.txt
index 62942fc..20c3536 100644
--- a/.constraints/py3.8.txt
+++ b/.constraints/py3.8.txt
@@ -19,6 +19,7 @@ beautifulsoup4==4.12.2
 black==23.12.1
 bleach==6.1.0
 cachetools==5.3.2
+cattrs==23.2.3
 certifi==2023.11.17
 cffi==1.16.0
 cfgv==3.4.0
@@ -42,6 +43,8 @@ filelock==3.13.1
 flake8==6.1.0
 fonttools==4.47.0
 fqdn==1.5.1
+gitdb==4.0.11
+gitpython==3.1.40
 greenlet==3.0.3
 identify==2.5.33
 idna==3.6
@@ -68,9 +71,11 @@ jupyter-core==5.7.0
 jupyter-events==0.9.0
 jupyter-lsp==2.2.1
 jupyter-server==2.12.2
+jupyter-server-mathjax==0.2.6
 jupyter-server-terminals==0.5.1
 jupyterlab==4.0.10
 jupyterlab-code-formatter==2.2.1
+jupyterlab-git==0.50.0
 jupyterlab-lsp==5.0.1
 jupyterlab-myst==2.1.0
 jupyterlab-pygments==0.3.0
@@ -78,6 +83,7 @@ jupyterlab-server==2.25.2
 jupyterlab-widgets==3.0.9
 kiwisolver==1.4.5
 livereload==2.6.3
+lsprotocol==2023.0.0
 markdown-it-py==2.2.0
 markupsafe==2.1.3
 matplotlib==3.7.4
@@ -91,6 +97,7 @@ myst-nb==0.17.2
 myst-parser==0.18.1
 nbclient==0.6.8
 nbconvert==7.14.0
+nbdime==4.0.1
 nbformat==5.9.2
 nbmake==1.4.6
 nest-asyncio==1.5.8
@@ -125,6 +132,7 @@ pytest==7.4.4
 python-dateutil==2.8.2
 python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
+python-lsp-ruff==2.0.1
 python-lsp-server==1.9.0
 pytoolconfig==1.2.6
 pytz==2023.3.post1
@@ -136,8 +144,10 @@ rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.11.0
 rpds-py==0.16.2
+ruff==0.1.11
 send2trash==1.8.2
 six==1.16.0
+smmap==5.0.1
 sniffio==1.3.0
 snowballstemmer==2.2.0
 soupsieve==2.5
diff --git a/.constraints/py3.9.txt b/.constraints/py3.9.txt
index 4d79c6e..5eb7faa 100644
--- a/.constraints/py3.9.txt
+++ b/.constraints/py3.9.txt
@@ -18,6 +18,7 @@ beautifulsoup4==4.12.2
 black==23.12.1
 bleach==6.1.0
 cachetools==5.3.2
+cattrs==23.2.3
 certifi==2023.11.17
 cffi==1.16.0
 cfgv==3.4.0
@@ -41,6 +42,8 @@ filelock==3.13.1
 flake8==6.1.0
 fonttools==4.47.0
 fqdn==1.5.1
+gitdb==4.0.11
+gitpython==3.1.40
 greenlet==3.0.3
 identify==2.5.33
 idna==3.6
@@ -67,9 +70,11 @@ jupyter-core==5.7.0
 jupyter-events==0.9.0
 jupyter-lsp==2.2.1
 jupyter-server==2.12.2
+jupyter-server-mathjax==0.2.6
 jupyter-server-terminals==0.5.1
 jupyterlab==4.0.10
 jupyterlab-code-formatter==2.2.1
+jupyterlab-git==0.50.0
 jupyterlab-lsp==5.0.1
 jupyterlab-myst==2.1.0
 jupyterlab-pygments==0.3.0
@@ -77,6 +82,7 @@ jupyterlab-server==2.25.2
 jupyterlab-widgets==3.0.9
 kiwisolver==1.4.5
 livereload==2.6.3
+lsprotocol==2023.0.0
 markdown-it-py==2.2.0
 markupsafe==2.1.3
 matplotlib==3.8.2
@@ -90,6 +96,7 @@ myst-nb==1.0.0
 myst-parser==1.0.0
 nbclient==0.6.8
 nbconvert==7.14.0
+nbdime==4.0.1
 nbformat==5.9.2
 nbmake==1.4.6
 nest-asyncio==1.5.8
@@ -122,6 +129,7 @@ pytest==7.4.4
 python-dateutil==2.8.2
 python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
+python-lsp-ruff==2.0.1
 python-lsp-server==1.9.0
 pytoolconfig==1.2.6
 pyyaml==6.0.1
@@ -132,8 +140,10 @@ rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.11.0
 rpds-py==0.16.2
+ruff==0.1.11
 send2trash==1.8.2
 six==1.16.0
+smmap==5.0.1
 sniffio==1.3.0
 snowballstemmer==2.2.0
 soupsieve==2.5