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GH-38711: [CI] Rollback aws-cli for preview documentation (#38723)



### Rationale for this change

Restored the Runner image to not delete `aws-cli` for the execution of the `preview-docs` command.

### Are these changes tested?

No

### Are there any user-facing changes?

No

* Closes: #38711

Authored-by: Hyunseok Seo <hsseo0501@gmail.com>
Signed-off-by: Sutou Kouhei <kou@clear-code.com>