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text-2-image-Rich-Human-Feedback

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The order API was removed from the rapidata SDK (v3.21.0), so the annotation-setup snippets in this README fail with AttributeError: 'RapidataClient' object has no attribute 'order'.

This updates them to the current job flow:

• client.order.create_*_order(...) + order.run() → client.job.create_*_job_definition(...) + audience.assign_job(...) + job.get_results()
• Pre-defined validation sets → the curated image-text alignment audience (aud_MU1GZYoESyO)
• filters=[LanguageFilter(["en"])] → audience.filter([LanguageFilter(["en"])])
• Removed unused LabelingSelection/ValidationSelection imports and the dead improve_order_quality docs link

All calls were checked against the rapidata 3.25.8 signatures.