RAG_FULL_APPLICATION_BACKEND/app/utils/hash_utils.py

import hashlib

def calculate_hash(text: str) -> str:
    """Calculate SHA-256 hash of text."""
    return hashlib.sha256(text.encode()).hexdigest()