Quantum Calibration Agent Blueprint

Quantum Calibration Agent Blueprint

 

Part of [NVIDIA Ising](https://github.com/NVIDIA/Ising). This is a reference agent blueprint for AI-powered quantum device calibration. It provides an intelligent agent interface for discovering, executing, and analyzing quantum calibration experiments with support for automated workflows and vision-based analysis.

 *The Web UI provides a chat interface for natural language interaction with the calibration agent.*

 *The CLI provides a terminal-based interface for quantum calibration experiments.*

What is this?

This is a reference agent blueprint for quantum device calibration that combines:

• Intelligent Experiment Discovery: Automatically find and understand available quantum calibration experiments
• AI-Driven Execution: Run experiments through natural language commands or structured workflows
• Visual Analysis: Inspect plots and data using vision language models (VLMs)
• Workflow Automation: Execute complex multi-step calibration sequences with built-in validation
• Smart Data Management: Store and retrieve experiment results with HDF5 and SQLite

The agent supports multiple LLM providers including NVIDIA, Anthropic, and OpenAI.

Quick Start

Prerequisites

• Python 3.11+
• Node.js 18+ and npm 9+ (for Web UI)
• API Key from one of the supported providers:
  • NVIDIA API Catalog (default)
  • Anthropic
  • OpenAI

Installation

# Clone repository
git clone https://github.com/NVIDIA/Quantum-Calibration-Agent-Blueprint.git
cd Quantum-Calibration-Agent-Blueprint

# Set up Python environment
python -m venv .venv
source .venv/bi