"""
Management command to vectorize interview phrases into Qdrant.
Usage: python manage.py vectorize
"""

from django.core.management.base import BaseCommand

from interview.vectorize_service import vectorize_collection


class Command(BaseCommand):
    help = "Vectorize interview phrases into the Qdrant 'entrevista_itca' collection."

    def handle(self, *args, **options):
        self.stdout.write("Starting vectorization...")
        vectorize_collection()
        self.stdout.write(self.style.SUCCESS("Vectorization complete!"))