from sentence_transformers import SentenceTransformer, util


model = SentenceTransformer("sentence-transformers/all-MiniLM-L6-v2")

topics = [
    (
        "password-reset",
        "Reset a forgotten password from account settings, open the email link, "
        "and choose a new password.",
    ),
    (
        "invoice-export",
        "Export paid invoices from the billing dashboard as a CSV file for accounting.",
    ),
    (
        "api-token-rotation",
        "Rotate API tokens before sharing a new integration with a teammate.",
    ),
    (
        "notification-email",
        "Change the notification email address and confirm the new address for alerts.",
    ),
    (
        "workspace-theme",
        "Change the dashboard color theme for a workspace user profile.",
    ),
    (
        "vector-search",
        "Store dense embeddings in a vector index for semantic search retrieval.",
    ),
]