.. _core-use-guide:

User Guides

This section explains how to use Ray's key concepts to build distributed applications.

If you’re brand new to Ray, we recommend starting with the :ref:walkthrough <core-walkthrough>.

.. toctree:: :maxdepth: 4

tasks
actors
objects
handling-dependencies
scheduling/index.rst
fault-tolerance
patterns/index.rst
direct-transport
compiled-graph/ray-compiled-graph
resource-isolation-with-cgroupv2
advanced-topics