fix: revert context docs #1195

Job	Run time
Linting	13s
Build SDist	10s
documentation-test	1m 59s
Conda Build and Deploy ubuntu-24.04 - Python Version-3.9	4m 3s
Conda Build and Deploy ubuntu-24.04 - Python Version-3.10	4m 1s
Conda Build and Deploy ubuntu-24.04 - Python Version-3.11	4m 0s
Conda Build and Deploy ubuntu-24.04 - Python Version-3.12	4m 2s
Conda Build and Deploy windows-latest - Python Version-3.9	5m 58s
Conda Build and Deploy windows-latest - Python Version-3.10	5m 46s
Conda Build and Deploy windows-latest - Python Version-3.11	5m 44s
Conda Build and Deploy windows-latest - Python Version-3.12	6m 16s
Test sdist	1m 33s
Build Wheels (ubuntu-24.04)	6s
Test wheels on ubuntu-24.04	2m 8s
pypi-upload	0s
release-please	0s
conda-upload	0s
documentation-deploy	0s
	45m 59s

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