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This system transforms how we interact with historical records, enabling complex queries that weave together expert knowledge and document retrieval in real-time.
Handwritten scientific notes, a common yet challenging document type, now have a dedicated benchmark (NoTeS-Bank) exposing the limitations of current VLMs in transcription and reasoning.