Command-line Interface · 8 pages

The ns command — installation, subcommands, and shell integration.

Full documentation for the ns command-line binary. Execute observability sessions, run benchmarks, profile token/GPU usage, and compare production runs directly from shell scripts or CI/CD pipelines.

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All pages · Command-line Interface

Installation

Stable

How to install the CLI standalone or via pip/uv.

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Commands Overview

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Overview of every subcommand grouped by purpose (observe, evaluate, profile, diff).

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Command reference

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Full flag reference, one page per subcommand.

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CLI Recipes

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Common CLI recipes — observe, evaluate, export, diff, profile.

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Autocomplete

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bash, zsh, and fish completion setup.

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Configuration

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How the CLI resolves configuration and environment precedence.

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Shell integration

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Pipes, exit codes, and structured JSON output modes.

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Environment variables

Stable

Every NS_* variable the CLI reads.

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Where to go next

Portal

API Reference

Every public class, function, and constant in the AI Engineering Platform.

Portal

Configuration

Centralized configuration management for AI systems.

Portal

Cookbook

Task-oriented recipes for AI engineering.