Memory Interface in AgentChat #3000

Job	Run time
lint	45s
codecov (./packages/autogen-core)	1m 7s
docs (./packages/autogen-core)	1m 24s
codecov (./packages/autogen-magentic-one)	1m 48s
docs-example-check (./packages/autogen-core)	2m 31s
format	47s
codecov (./packages/autogen-ext)	2m 37s
codecov (./packages/autogen-agentchat)	1m 4s
markdown-code-lint	2m 8s
mypy (./packages/autogen-core)	2m 16s
pyright (./packages/autogen-core)	1m 2s
mypy (./packages/autogen-magentic-one)	1m 13s
test (./packages/autogen-core)	51s
pyright (./packages/autogen-magentic-one)	1m 29s
mypy (./packages/agbench)	53s
test (./packages/autogen-magentic-one)	1m 18s
pyright (./packages/agbench)	50s
mypy (./packages/autogen-ext)	1m 51s
test (./packages/autogen-ext)	2m 47s
pyright (./packages/autogen-ext)	59s
mypy (./packages/autogen-agentchat)	1m 0s
test (./packages/autogen-agentchat)	56s
pyright (./packages/autogen-agentchat)	57s
check-proto-changes-python	1m 4s
	33m 37s

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