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Huge thanks to the team at CL-Nagoya (cl-nagoya/ruri-large) for creating such an incredible Japanese embedding model! Impressed by its deep semantic representation, I've built and published a few projects powered by Ruri:
🔹 ruri-atlas ( masahiroid/ruri-atlas )
A 3D interactive semantic space explorer built with WebGL and UMAP. It maps trajectories of classical and modern literature (古典・近代文学) and visualizes how "the space between the lines" (行間の意味) in Japanese forms geometric structures based on cultural context theories.
🔹 Classical-Modern Japanese Semantic Aligner (iOS)
An app that aligns modern daily thoughts and expressions with resonating passages from classical Japanese literature (古文). Ruri's nuanced understanding makes cross-era semantic matching possible.
🔹 agent-defense-radar ( masahiroid/agent-defense-radar )
Applying semantic space mapping to AI agent security auditing and prompt defense.
Beyond standard RAG, exploring the actual vector spaces shaped by a native Japanese model has been an amazing journey. Thank you for open-sourcing such a wonderful model!
#Ruri #CLNagoya #NLP #AI #HuggingFace
🔹 ruri-atlas ( masahiroid/ruri-atlas )
A 3D interactive semantic space explorer built with WebGL and UMAP. It maps trajectories of classical and modern literature (古典・近代文学) and visualizes how "the space between the lines" (行間の意味) in Japanese forms geometric structures based on cultural context theories.
🔹 Classical-Modern Japanese Semantic Aligner (iOS)
An app that aligns modern daily thoughts and expressions with resonating passages from classical Japanese literature (古文). Ruri's nuanced understanding makes cross-era semantic matching possible.
🔹 agent-defense-radar ( masahiroid/agent-defense-radar )
Applying semantic space mapping to AI agent security auditing and prompt defense.
Beyond standard RAG, exploring the actual vector spaces shaped by a native Japanese model has been an amazing journey. Thank you for open-sourcing such a wonderful model!
#Ruri #CLNagoya #NLP #AI #HuggingFace