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Technical report demonstrates multimodal retrieval and translation of historical emblems in digital cultural archives, highlighting interactive AI access to rare Neo-Latin texts.
Machina Emblematica provides an innovative way to access and explore multimodal emblematic contents with retrieval-augmented generation (RAG). The tool combines vector-based search and generates answers in English based on the most relevant Neo-Latin text-image sources retrieved from Joachim Camerarius’ 1668 edition of the Symbola et Emblemata. The demo is available at https://machina.ait.ac.at/.
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Vignoli et al. (2026) studied this question.
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