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- When downloaded Civitai image has no embedded EXIF, parse the already-fetched Civitai API meta (resources, hashes) directly instead of skipping parser altogether. - Extract loras and model from parser output to fill metadata gaps when the primary import path doesn't provide them. - Read modelVersionIds[0] as fallback when modelVersionId is None (Civitai API returns both but the singular form can be absent). - Run RecipeEnricher in analyze_remote_image before returning, so the LM UI receives complete metadata including checkpoint with zero additional API calls (reuses the image_info already fetched).