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NVEIL Python SDK — no-code AI data visualization with auditable, deterministic results

Project description

NVEIL Python SDK

Turn your data into production-ready visualizations in seconds.

NVEIL is a no-code AI data visualization platform. Describe what you want in plain language, and the SDK generates auditable, deterministic visualizations — no hallucinations, no manual chart building.

Your data stays on your machine. Only metadata (column names, types, and statistics) is sent to the NVEIL server.

Installation

pip install nveil

Quickstart

import nveil
import pandas as pd

nveil.configure(api_key="nveil_...")

df = pd.read_csv("sales.csv")
spec = nveil.generate_spec("Revenue by region, colored by quarter", df)

fig = spec.render(df)
nveil.show(fig)

# Save for later — renders offline, no API call
spec.save("revenue.nveil")

Key Features

  • No-code AI — describe your visualization in plain language.
  • Auditable results — deterministic output, no hallucinations.
  • Data stays local — only column names, types, and aggregate statistics are sent. Raw data never leaves your machine.
  • Offline rendering — once generated, render() runs 100% locally with no API call.
  • Reusable specs — save to .nveil files, load later, render on new data.
  • Multi-backend — auto-detects the best rendering engine (Plotly, VTK, DeckGL).

Getting an API Key

  1. Create an account at app.nveil.com
  2. Go to Settings in your account
  3. Generate an API key

Documentation

Full documentation: https://docs.nveil.com

License

Proprietary. See LICENSE for details.

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