"""Graph-Rebuild Job."""

import logging
from hermes_memory.api.memory_api import MemoryAPI

logger = logging.getLogger(__name__)


def run_graph_refresh(profile: str = "default") -> dict:
    """Baut Knowledge Graph aus Tier 2 neu auf."""
    api = MemoryAPI(profile=profile)
    result = api.graph_rebuild()
    logger.info("Graph refresh complete: %s", result)
    return result