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## Description This PR enhances our documentation by integrating `toolbox-core` code snippets into the quickstart examples on the docsite. ## Context Previously, our client-facing documentation primarily showcased agent implementations using third-party frameworks like LangChain, LlamaIndex, and ADK. This created a documentation gap, as there were no baseline examples demonstrating how to use our foundational `toolbox-core` SDK directly. Users who wanted to build a custom integration without a specific framework had no direct reference in the guides. ## Changes This PR introduces a new "Core" tab to all relevant code examples within the auth services and local quickstart (with BigQuery) documentations. --------- Co-authored-by: Yuan <45984206+Yuan325@users.noreply.github.com>