AI Factory How-To Guides
========================

Use these guides to deploy and operate AI Factory capabilities. When you
run in Hybrid Manager (recommended), follow the HM-specific notes in
each guide.

Topics
------

Gen AI
^^^^^^

- Configure Data Sources in Gen AI Builder — see Gen AI references in
  the hub

- Configure the Data Lake in Gen AI Builder — see Gen AI references in
  the hub

Model Serving
^^^^^^^^^^^^^

- :ref:`How-To Deploy an NVIDIA NIM Microservices available on build.nvidia.comcontainer with KServe <How-To Deploy an NVIDIA NIM Microservices available on build.nvidia.comcontainer with KServe>` 

- :ref:`How-To Monitor deployed models with KServe <How-To Monitor deployed models with KServe>` 

- :ref:`How-To Update GPU Resources for an InferenceService <How-To Update GPU Resources for an InferenceService>` 

- :ref:`How-To Configure a ClusterServingRuntime <How-To Configure a ClusterServingRuntime>` 

- :ref:`Accessing KServe endpoints (internal and external) <Accessing KServe endpoints (internal and external)>` 

Model Library
^^^^^^^^^^^^^

- :ref:`How-To Integrate Private Registry with Model Library <How-To Integrate Private Registry with Model Library>` 

- :ref:`How-To Define Repository Rules for Model Library <How-To Define Repository Rules for Model Library>` 

- :ref:`How-To Manage Repository and Image Tag Metadata <How-To Manage Repository and Image Tag Metadata>` 

- :ref:`How-To Deploy AI Models from Model Library <How-To Deploy AI Models from Model Library>` 

Learn more
----------

For conceptual background, see:

- :ref:`Gen AI Builder Concepts (Assistants, Knowledge, Tools, Threads) <Gen AI Builder Concepts (Assistants, Knowledge, Tools, Threads)>` 

- :ref:`Model Serving Reference Manual <Model Serving Reference Manual>` 

.. toctree::
  :maxdepth: 3