benchmark_quantum.py

from quantum_benchmark_harness import QuantumBenchmarkHarness
from quantum_limit_graph import QuantumLimitGraph

agent = QuantumLimitGraph(quantum_backend='qiskit_aer')
benchmark = QuantumBenchmarkHarness()

results = benchmark.run(agent, prompt="How can multilingual education be improved?")
print("Composite Score:", results['composite_score'])
print("Semantic Fidelity:", results['semantic_fidelity'])
print("Quantum Diversity Index:", results['diversity_index'])