chore: merge release v2.7.1 to main - #6767
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The only breaking marker in this range is a packaging change: pyarrow moved out of the gcp extra into a new bigquery-analytics extra. Users keep their >=2,<3 pins, and the artifact check keeps a baseline to compare against. Release-As: 2.7.0
The candidate was cut yesterday and the release slipped a day, so it no longer carried everything on main. This takes main's tree wholesale and keeps the Release-As footer that pins the version to 2.7.0.
Picks up the DNS rebinding guard on the local API server and media in tool responses for non-Gemini models, both of which landed after the first sync.
Co-authored-by: George Weale <51099682+GWeale@users.noreply.github.com>
Close #6421 Co-authored-by: Max Ind <maxind@google.com> PiperOrigin-RevId: 966058940
Co-authored-by: GWeale <51099682+GWeale@users.noreply.github.com>
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Syncs version bump and CHANGELOG from release v2.7.1 to main.