Constrain additional dependencies to reduce micromamba CI resolution time

Added version constraints to packages like ipython, ipywidgets, nbformat, notebook, dask-core, and seaborn-base. This helps reduce environment resolution time and prevents CI timeouts during micromamba setup.

Fixes issue: pandas-dev#61531

Author: Ishubhammohole

environment.yml

@@ -12,7 +12,7 @@ dependencies:
   - meson=1.2.1
   - meson-python=0.13.1
 
-  # test dependencies
+  # test dependencies 
   - pytest>=7.3.2
   - pytest-cov
   - pytest-xdist>=3.4.0
@@ -33,7 +33,7 @@ dependencies:
   - html5lib>=1.1
   - hypothesis>=6.84.0
   - gcsfs>=2023.12.2
-  - ipython
+  - ipython>=8.21.0
   - pickleshare  # Needed for IPython Sphinx directive in the docs GH#60429
   - jinja2>=3.1.3
   - lxml>=4.9.2
@@ -61,8 +61,8 @@ dependencies:
   - zstandard>=0.22.0
 
   # downstream packages
-  - dask-core
-  - seaborn-base
+  - dask-core>=2024.4.2
+  - seaborn-base>=0.13.2
 
   # local testing dependencies
   - moto
@@ -100,9 +100,9 @@ dependencies:
   - nbconvert>=7.11.0
   - nbsphinx
   - pandoc
-  - ipywidgets
-  - nbformat
-  - notebook>=7.0.6
+  - ipywidgets>=8.1.2
+  - nbformat>=5.9.2
+  - notebook>=7.0.6,<7.2.0
   - ipykernel
 
   # web