docs: explain client-side sampling callbacks#2789
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Summary
sampling_callbackand own the model/provider callmodel_preferences,include_context, andClientRequestContextreach the callbackThis intentionally keeps the change provider-neutral and docs-only. It complements the existing server-side sampling snippet and avoids adding a full example project or model-provider dependency.
Addresses #1205.
Testing
PYTHONIOENCODING=utf-8 uv run mkdocs build --strict