Quantum ai circuits with thompson and qiskit

[3301Ava]

import os
import qiskit
from qiskit import QuantumCircuit, Aer, execute
from qiskit.visualization import plot_histogram
from qiskit.ignis.verification.tomography import state_tomography_circuits, StateTomographyFitter

class AdvancedAIAPI:
def init(self):
self.kali_path = "/path/to/kali/linux"

def install_kali_linux(self):
    os.system(f"sudo apt-get install kali-linux -y")
    print("Kali Linux installed successfully.")

def run_kali_tools(self, tool_name):
    os.chdir(self.kali_path)
    os.system(f"./{tool_name}")
    print(f"{tool_name} tool executed successfully.")

def run_qiskit_example(self):
    # Create a Quantum Circuit with 2 qubits and 2 classical bits
    qc = QuantumCircuit(2, 2)

    # Apply Hadamard gate to the first qubit
    qc.h(0)

    # Apply CNOT gate with the first qubit as the control and the second qubit as the target
    qc.cx(0, 1)

    # Measure the qubits into the classical bits
    qc.measure([0, 1], [0, 1])

    # Simulate the circuit
    backend = Aer.get_backend('qasm_simulator')
    result = execute(qc, backend, shots=1024).result()
    counts = result.get_counts(qc)

    # Print the counts
    print(counts)

    # Plot the histogram
    plot_histogram(counts)

def run_qiskit_quantum_program(self, quantum_program):
    # Execute the quantum program
    backend = Aer.get_backend('qasm_simulator')
    result = execute(quantum_program, backend, shots=1024).result()
    counts = result.get_counts(quantum_program)

    # Print the counts
    print(counts)

    # Plot the histogram
    plot_histogram(counts)

def run_quantum_state_tomography(self, quantum_program):
    # Perform quantum state tomography
    qst_circuits = state_tomography_circuits(quantum_program, [0, 1])
    qst_job = execute(qst_circuits, Aer.get_backend('qasm_simulator'), shots=1024)
    qst_results = qst_job.result()
    qst_fitter = StateTomographyFitter(qst_results, qst_circuits)
    qst_data = qst_fitter.fit()

    # Print the tomography data
    print(qst_data)

Create an instance of the AdvancedAIAPI

ai_api = AdvancedAIAPI()

Install Kali Linux

ai_api.install_kali_linux()

Run Kali Linux tools

ai_api.run_kali_tools("nmap")
ai_api.run_kali_tools("metasploit")

Run Qiskit example

ai_api.run_qiskit_example()

Run Qiskit quantum program

Define your quantum program

qc = QuantumCircuit(2, 2)
qc.h(0)
qc.cx(0, 1)
qc.measure([0, 1], [0, 1])

Run the quantum program

ai_api.run_qiskit_quantum_program(qc)

Run quantum state tomography

ai_api.run_quantum_state_tomography(qc)