Load with:
import requests; from vismem_adapter import VisMemAdapter
data = requests.get("
https://huggingface.co/datasets/broadfield/vismem-kb-1174f62c/resolve/main/vismem.png",
headers={"Authorization":"Bearer
"}).content
mem = VisMemAdapter.from_png_bytes(data)
results = mem.search(your_embedding, k=3)
