Swirls Documentation

Ship AI applications faster.

Swirls lets you ingest data, transform it with isolated JavaScript, orchestrate Large Language Model calls, and trigger real actions. Configure everything visually, embed it anywhere via React.

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Core Concepts

Visual Graphs

Branch, loop, and merge data streams visually. No boilerplate.

Real-time Triggers

React to webhooks, schedules, or API calls instantly.

Context Engine

Inject data directly into LLM prompts. Auto-managed windows.

Headless SDK

Embed workflows into your product. You control the UI.

Get Started

Understand the fundamentals of building with Swirls.

Architecture

See how projects, graphs, nodes, triggers, and workflows fit together.

Workflows & Triggers

Learn how external events initiate graph executions safely and reliably.