DAGCLI Docs
CLI Tool

DAG — AI Pipeline CLI

Build and run AI workflows without a server. Define a pipeline once as a string, a JSON file, or a Mermaid diagram — then run it anywhere.

Quick Start

1

Install

bash
npm install -g @robota-sdk/dag-cli
2

Add your API key

bash
# .dag/.env
ANTHROPIC_API_KEY=sk-ant-...
3

Run your first pipeline

bash
dag run --pipeline "input | llm-text-anthropic | text-output" --input text="Hello, world!"

Features

No Server Required

Run AI pipelines directly from your terminal. No infrastructure to configure, no services to keep running.

Natural Language Pipelines

Use dag describe to generate a DAG from a plain English description. The CLI writes the workflow for you.

Multi-Provider AI

Built-in nodes for Anthropic, OpenAI, and Google Gemini. Swap providers without rewriting your pipeline.

Built for Agents

Compose pipelines programmatically. Use --watch for live iteration or pipe stdin for scripted workflows.

Ready to build?

Follow the Getting Started guide or jump straight to the command reference.