BioQL Code Assistant

Automatic Visualizations

Every experiment generates professional graphs automatically:

• Measurement histograms with percentages
• Circuit diagrams with ASCII art
• QEC resource overhead analysis
• High-resolution PNG output (300 DPI)
• Saved to bioql_visualizations/

Interactive Parameters

Agent asks for missing parameters before generating code:

• Collects: qubits, backend, QEC type, shots
• Maintains conversation state
• Natural language responses accepted
• Hardware vs simulator selection

Quantum Error Correction

Built-in QEC support with automatic resource estimation:

• Surface Code - Best for large circuits
• Steane Code - 7:1 qubit overhead
• Shor Code - 9:1 qubit overhead
• Automatic physical qubit calculation

Multi-Backend Support

Run on multiple quantum platforms:

• AWS Braket - SV1, TN1, IonQ/Rigetti
• IBM Quantum - Up to 133 qubits (Torino)
• IonQ - Trapped-ion quantum computers
• Simulator - Local fast simulation

Chat Interface

Interact with @bioql in your editor:

• Generate code from natural language
• Fix and optimize existing code
• Explain complex quantum circuits
• Run on real quantum hardware

Production Ready

Enterprise-grade code generation:

• Complete imports (matplotlib, pathlib)
• API key setup with environment vars
• Error handling and result processing
• High-resolution graph export

Step 1: Download Extension

Click the download button at the top of this page or use the link below:

📥 Download bioql-assistant-4.13.5.vsix

Step 2: Install Extension

Choose one of the following methods:

Method 1: Command Line

code --install-extension bioql-assistant-4.13.5.vsix

Method 2: Command Palette

1. Open VS Code or Cursor
2. Press Cmd+Shift+P (Mac) or Ctrl+Shift+P (Windows/Linux)
3. Type: "Extensions: Install from VSIX"
4. Select the downloaded bioql-assistant-4.13.5.vsix file

Step 3: Configure Settings

Add your API key to VS Code settings (settings.json):

{
  "bioql.apiKey": "your_bioql_api_key",
  "bioql.defaultBackend": "simulator",
  "bioql.enableQEC": false,
  "bioql.enableVisualizations": true,
  "bioql.defaultShots": 1000
}

Get your API key at: BioQL Pricing

Commands

Command	Shortcut	Description
BioQL: Generate Code	Cmd/Ctrl+Shift+G	Generate from natural language
BioQL: Fix Code	Cmd/Ctrl+Shift+F	Fix selected code
BioQL: Explain Code	-	Explain selected code
BioQL: Optimize Circuit	-	Optimize quantum circuit
@bioql (Chat)	Type in chat	Interactive AI assistant

Chat Interface Examples

@bioql create a bell state with surface code QEC
@bioql dock metformin to AMPK with 4096 shots
@bioql optimize this quantum circuit for AWS Braket
@bioql explain this VQE implementation
@bioql generate GHZ state with 3 qubits and error mitigation

Quantum States

• Bell State
• GHZ State
• Custom superposition

Quantum Algorithms

• VQE
• QAOA
• Grover's Algorithm
• Shor's Algorithm

Molecular Simulations

• Molecular Docking
• ADME Prediction
• Toxicity Analysis
• Binding Affinity