rupixel — visual RAG (text → document image, live CLIP)
rupixel → text demo

visual RAG text → image, live CLIP

Type a query in plain words — CLIP ViT-B/32 embeds it client-side and ranks a corpus of real document screenshots by visual + semantic meaning. Text and pixels share one embedding space, all in your browser.

Real CLIP ViT-B/32 running in your browser. Text query → ranked document screenshots, by visual+semantic meaning. Qwen3-VL/ColPali is the GPU upgrade.

Model + inference via transformers.js · runs on CPU/WASM · no server, no precomputed vectors · see the repo.