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USearch Images

USearch Images animated text to image multi-modal AI search

Semantic Search Demo with UForm, USearch, and UCall

To start the StreamLit demo app locally, you need to download just a couple of files:

mkdir -p /data/unsplash-25k
wget -O /data/unsplash-25k/images.txt https://huggingface.co/datasets/unum-cloud/gallery-unsplash-25k/resolve/main/images.txt
wget -O /data/unsplash-25k/images.uform-vl-multilingual-v2.fbin https://huggingface.co/datasets/unum-cloud/gallery-unsplash-25k/resolve/main/images.uform-vl-multilingual-v2.fbin

pip install -r requirements.txt
streamlit run streamlit_app.py

Datasets

The default dataset - Unsplash, contains less than 25'000 images. Still, the demo is easy to extend to other datasets, some of which we already embedded with UForm and indexed with USearch. All datasets are available on Unum's HuggingFace page and share an identical format:

Additionally, some image-text paired datasets may provide texts.txt, texts.<model>.fbin, texts.<model>.usearch, following the same logic.