Improve AGS Documentation (#5065) #3527

Job	Run time
check-proto-changes-python	44s
codecov (./packages/autogen-core)	16s
docs (./packages/autogen-core)	41s
codecov (./packages/autogen-magentic-one)	14s
docs-example-check (./packages/autogen-core)	16s
codecov (./packages/autogen-ext)	16s
codecov (./packages/autogen-agentchat)	15s
format	16s
lint	33s
markdown-code-lint	33s
mypy (./packages/autogen-core)	38s
pyright (./packages/autogen-core)	40s
mypy (./packages/autogen-magentic-one)	1m 2s
samples-code-check	1m 3s
pyright (./packages/autogen-magentic-one)	42s
mypy (./packages/agbench)	33s
test (./packages/autogen-core)	30s
pyright (./packages/agbench)	41s
mypy (./packages/autogen-ext)	36s
test (./packages/autogen-magentic-one)	40s
pyright (./packages/autogen-ext)	30s
mypy (./packages/autogen-agentchat)	42s
test (./packages/autogen-ext)	33s
pyright (./packages/autogen-agentchat)	41s
mypy (./packages/magentic-one-cli)	32s
test (./packages/autogen-agentchat)	32s
pyright (./packages/magentic-one-cli)	40s
	15m 19s

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