📝 Update image URL in different pages & Fix naming typo #568

Job	Run time
mypy (3.9)	23s
test py3.8 on ubuntu with pydantic v2	29s
mypy (3.10)	20s
test py3.8 on ubuntu with extra	44s
mypy (3.11)	18s
test py3.8 on macos with pydantic v2	58s
test py3.8 on ubuntu with pydantic v1	29s
test py3.9 on ubuntu with extra	47s
mypy (3.12)	24s
test py3.8 on windows with pydantic v2	56s
test py3.10 on ubuntu with extra	47s
test py3.8 on macos with pydantic v1	59s
test py3.9 on ubuntu with pydantic v2	25s
test py3.8 on windows with pydantic v1	49s
test py3.11 on ubuntu with extra	47s
test py3.12 on ubuntu with extra	44s
test py3.9 on macos with pydantic v2	29s
test py3.9 on ubuntu with pydantic v1	29s
test py3.9 on windows with pydantic v2	57s
test py3.9 on macos with pydantic v1	28s
test py3.10 on ubuntu with pydantic v2	31s
test py3.10 on macos with pydantic v2	28s
test py3.9 on windows with pydantic v1	52s
test py3.10 on windows with pydantic v2	57s
test py3.10 on ubuntu with pydantic v1	23s
test py3.11 on ubuntu with pydantic v2	30s
test py3.10 on macos with pydantic v1	31s
test py3.11 on macos with pydantic v2	29s
test py3.10 on windows with pydantic v1	49s
test py3.11 on windows with pydantic v2	47s
test py3.11 on ubuntu with pydantic v1	25s
test py3.12 on ubuntu with pydantic v2	33s
test py3.11 on macos with pydantic v1	30s
test py3.12 on macos with pydantic v2	29s
test py3.11 on windows with pydantic v1	53s
test py3.12 on windows with pydantic v2	1m 0s
test py3.12 on ubuntu with pydantic v1	34s
test py3.12 on macos with pydantic v1	29s
test py3.12 on windows with pydantic v1	51s
check	2s
	24m 45s

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