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You can now run evals directly on file attachments across Maxim. This extends evaluator capabilities beyond text-only parameters (inputs, outputs, etc.), allowing evaluators to consume raw attachments – such as PDFs, images, or audio files – as part of the evaluation input, enabling multimodal evaluation workflows. This enables the validation of outputs like summaries against source PDFs or evaluating classifications generated from image inputs using the corresponding files in production logs or test datasets, without requiring additional extraction or preprocessing steps.