docs: migrate to `toolbox-adk` and simplified `ToolboxToolset` #2211

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anubhav756 wants to merge 11 commits into main from docs/toolbox-adk-migration

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docs: migrate to `toolbox-adk` and simplified `ToolboxToolset` #2211

doc: Simplify ADK installation steps in local quickstart

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