Update website for 0.4.1 #3425

Job	Run time
format	57s
mypy (./packages/autogen-core)	2m 15s
lint	55s
mypy (./packages/autogen-magentic-one)	1m 7s
mypy (./packages/agbench)	1m 7s
pyright (./packages/autogen-core)	54s
pyright (./packages/autogen-magentic-one)	1m 6s
mypy (./packages/autogen-ext)	1m 45s
pyright (./packages/agbench)	51s
mypy (./packages/autogen-agentchat)	1m 16s
mypy (./packages/magentic-one-cli)	1m 16s
pyright (./packages/autogen-ext)	1m 9s
pyright (./packages/autogen-agentchat)	1m 2s
pyright (./packages/magentic-one-cli)	58s
check-proto-changes-python	1m 3s
codecov (./packages/autogen-core)	57s
codecov (./packages/autogen-magentic-one)	2m 1s
codecov (./packages/autogen-ext)	2m 34s
docs (./packages/autogen-core)	1m 32s
codecov (./packages/autogen-agentchat)	1m 6s
docs-example-check (./packages/autogen-core)	2m 44s
markdown-code-lint	1m 59s
samples-code-check	51s
test (./packages/autogen-core)	1m 3s
test (./packages/autogen-magentic-one)	1m 21s
test (./packages/autogen-ext)	2m 50s
test (./packages/autogen-agentchat)	56s
	37m 35s

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