Universal User Interface (UUI) Base Model

This repository contains the base Python and JavaScript assets for the Universal User Interface project, including quantum/ML integration helpers, automation utilities, and a lightweight Node.js database connector.

Repository layout

• UUI.py: Core UI model with layout, component, theme, and session helpers.
• UUIAutomation.py: Task scheduler/automation helper for orchestrating UI workflows.
• deepseek_integration.py: Deepseek V3.2 Speciale agent for quantum-state analysis and mining strategy guidance.
• mlperf_nvidia_integration.py: Nvidia MLPerf v5.1 agent for benchmark simulation and optimization routines.
• benchmark_cluster.py, test_infinite_qubit.py: Benchmark and test harnesses for large-scale or infinite-qubit simulations.
• DBConnector/: Node.js connector (see below) with environment config and package list.
• Encryption/crypto helpers: CoreEncryptionEngine.js, High Decryption Client-Side Example.js, Key Rotation Support.js.
• Utility guides: Setting Up the Environment.txt, File Structure.txt, Running the Server.js, Server Configuration.js, Toggle.py, Toggle Ext.txt.
• Platform setup scripts: setup_kali_env.sh, install_tf_quantum.sh, plus KALI_LINUX_SETUP.md guidance.

Python quick start

python UUI.py          # run the base UUI example
python UUIAutomation.py # run the task scheduler demo

Using the integration agents

from Universal_User_Interface_base_model import DeepseekSpecialeAgent, NvidiaMLPerfAgent

deepseek = DeepseekSpecialeAgent()
state_summary = deepseek.analyze_quantum_state({"qubits": 64, "gates": 120})

mlperf = NvidiaMLPerfAgent()
benchmark = mlperf.run_benchmark("hybrid-quantum-sim")

Node.js database connector

The DBConnector folder contains a minimal Express-based connector.

cd DBConnector
npm install --save $(cat Packages.txt)  # install listed packages
node server.js                          # start the connector

Environment variables can be provided via Config.env; Server/server.js contains the app entry if you prefer the nested structure noted in File Structure.txt.

Kali Linux setup

For a Kali-focused setup (dependency installation and verification), run:

chmod +x setup_kali_env.sh
./setup_kali_env.sh

See KALI_LINUX_SETUP.md for detailed guidance and validation steps.