SDK: UNIFIED QUANTUM SOLUTIONS" and "THE STRUCTURED MULTIVERSE & INTERACTION FRAMEWORK

import numpy as np
from qiskit import QuantumCircuit
from qiskit.quantum_info import Statevector

class MultiversalInteractionEngine:
    """Core SDK Engine incorporating Reality Level Scalar (Xi) and Nodal Negentropy (N)."""
    def __init__(self, initial_state: np.ndarray, domain_label: str = "Base"):
        self.state = np.array(initial_state, dtype=complex)
        norm = np.linalg.norm(self.state)
        if norm > 0:
            self.state = self.state / norm
        self.domain = domain_label

    def compute_reality_scalar(self, target_state: np.ndarray) -> float:
        target = np.array(target_state, dtype=complex)
        target = target / np.linalg.norm(target)
        overlap = np.abs(np.vdot(self.state, target)) ** 2
        return float(overlap * np.log2(len(self.state)))

    def compute_nodal_negentropy(self) -> float:
        probs = np.abs(self.state) ** 2
        probs = probs[probs > 0]
        shannon_entropy = -np.sum(probs * np.log2(probs))
        return float(np.log2(len(self.state)) - shannon_entropy)

    def to_qiskit_circuit(self) -> QuantumCircuit:
        num_qubits = int(np.log2(len(self.state)))
        circuit = QuantumCircuit(num_qubits)
        circuit.initialize(Statevector(self.state), range(num_qubits))
        return circuit

# multiverse_sdk/__init__.py
from .core import MultiversalInteractionEngine

__all__ = ["MultiversalInteractionEngine"]

# setup.py
from setuptools import setup, find_packages

setup(
    name="multiverse_sdk",
    version="0.1.0",
    author="Dr. Melvin Sewell",
    packages=find_packages(),
    install_requires=["numpy>=1.20.0", "qiskit>=1.0.0"]
)