def fetch_billing(patient_id, data): if patient_id not in data: return "Invalid Patient ID. Please check the ID." patient_data = data[patient_id] test_list = ', '.join(patient_data["tests"]) total_cost = patient_data["total_cost"] return f"Patient: {patient_data['name']}\nTests: {test_list}\nTotal Bill: {total_cost}"