# ray

Canonical URL: https://doramagic.ai/en/projects/ray/

Source repository: https://github.com/ray-project/ray

## What it is

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

## Capability boundary

skill, recipe, host_instruction, eval, preflight

## First safe verification

Verify the smallest path in an isolated environment and keep a rollback path.

## Main risk

May increase setup, validation, or first-run risk for the user.

## Evidence base

https://github.com/ray-project/ray, https://github.com/ray-project/ray#readme, Human Manual, Pitfall Log