from sentence_transformers import SparseEncoder


model = SparseEncoder("rasyosef/splade-tiny", max_active_dims=64)

documents = [
    "Reset expired password links from the account security page.",
    "Renew TLS certificates before the web server reload.",
    "Export customer invoices from the finance dashboard.",
]
query = "web server certificate renewal"