> ## Documentation Index
> The index for all IBM Cloud docs is at: https://cloud.ibm.com/docs/llms.txt
> Use these files to discover more information as needed.

# Red Hat AI Inference on IBM Cloud

Get ready to dive into AI! Inference is an open source project from IBM and Red Hat to be a cost-effective entry point into the world of machine learning.

## Get started

- [Getting started](https://cloud.ibm.com/docs/inference?topic=inference-getting-started&format=markdown)
- [How it works](https://cloud.ibm.com/docs/inference?topic=inference-about&format=markdown)
- [Release notes](https://cloud.ibm.com/docs/inference?topic=inference-release-notes&format=markdown)

## How to

- Preparing your account
   - [Creating an Inference project](https://cloud.ibm.com/docs/inference?topic=inference-project&format=markdown)
   - [Assigning access](https://cloud.ibm.com/docs/inference?topic=inference-iam&format=markdown)
   - [Setting up logging](https://cloud.ibm.com/docs/inference?topic=inference-logging&format=markdown)
   - [Enabling notifications](https://cloud.ibm.com/docs/inference?topic=inference-event-notifications-events&format=markdown)
- Running inference
   - [Inference a model](https://cloud.ibm.com/docs/inference?topic=inference-inference&format=markdown)
   - [Setting up a model gateway with LiteLLM proxy](https://cloud.ibm.com/docs/inference?topic=inference-model-gateway&format=markdown)
- Model alignment
   - [Creating an Object Storage instance](https://cloud.ibm.com/docs/inference?topic=inference-storage&format=markdown)
   - [Installing the CLI](https://cloud.ibm.com/docs/inference?topic=inference-cli-install&format=markdown)
   - Preparing your taxonomy
      - [Understanding the taxonomy structure](https://cloud.ibm.com/docs/inference?topic=inference-taxonomy-overview&format=markdown)
      - [Preparing taxonomies](https://cloud.ibm.com/docs/inference?topic=inference-taxonomy-prep&format=markdown)
   - [Generating data](https://cloud.ibm.com/docs/inference?topic=inference-data-generate&format=markdown)
   - [Training models](https://cloud.ibm.com/docs/inference?topic=inference-model-train&format=markdown)
   - [Deploying models](https://cloud.ibm.com/docs/inference?topic=inference-deploy&format=markdown)
- Enhancing security
   - [Learning the architecture](https://cloud.ibm.com/docs/inference?topic=inference-compute-isolation&format=markdown)
   - [Securing your data](https://cloud.ibm.com/docs/inference?topic=inference-mng-data&format=markdown)
- Observability
   - [Activity tracking events for Red Hat AI Inference](https://cloud.ibm.com/docs/inference?topic=inference-at_events&format=markdown)

## Reference

- [Your responsibilities](https://cloud.ibm.com/docs/inference?topic=inference-responsibilities&format=markdown)
- [Service settings](https://cloud.ibm.com/docs/inference?topic=inference-service-settings&format=markdown)
- [Lifecycle policy](https://cloud.ibm.com/docs/inference?topic=inference-lifecycle-policy&format=markdown)
- [High availability and disaster recovery](https://cloud.ibm.com/docs/inference?topic=inference-ilab-ha-dr&format=markdown)
- [Data portability](https://cloud.ibm.com/docs/inference?topic=inference-data-portability&format=markdown)
- [Service availability by location](https://cloud.ibm.com/docs/overview?topic=overview-services_region&format=markdown)
- API reference
   - [IBM Cloud API docs](https://{DomainName}/apidocs/inference)
   - [Swagger](https://us-east.rhai.ibm.com/swagger-instructlab-api/#/)
- [CLI reference](https://cloud.ibm.com/docs/inference?topic=inference-ilab-cli&format=markdown)

## Help

- [Getting help and support](https://cloud.ibm.com/docs/inference?topic=inference-get-help&format=markdown)
- Troubleshooting model alignment
   - [Debugging](https://cloud.ibm.com/docs/inference?topic=inference-ts-debug&format=markdown)
   - [Failed to retrieve taxonomy from COS error](https://cloud.ibm.com/docs/inference?topic=inference-ts-taxonomy-retrieve&format=markdown)
   - [No new leaf nodes found error](https://cloud.ibm.com/docs/inference?topic=inference-ts-no-new-leaf-nodes&format=markdown)
   - [Failed to process invalid taxonomy files error](https://cloud.ibm.com/docs/inference?topic=inference-ts-taxonomy-invalid&format=markdown)
   - [Failed to read secret data](https://cloud.ibm.com/docs/inference?topic=inference-ts-taxonomy-secret-auth&format=markdown)
   - [Failed to parse secret data](https://cloud.ibm.com/docs/inference?topic=inference-ts-taxonomy-secret-data&format=markdown)
   - [Failed to clone knowledge document repository error](https://cloud.ibm.com/docs/inference?topic=inference-ts-knowledge-clone&format=markdown)
   - [Failed to find knowledge documents error](https://cloud.ibm.com/docs/inference?topic=inference-ts-knowledge-find&format=markdown)
- FAQs
   - [FAQ about Red Hat AI Inference](https://cloud.ibm.com/docs/inference?topic=inference-faq-rhaii&format=markdown)
   - [FAQ about inference](https://cloud.ibm.com/docs/inference?topic=inference-faq-i&format=markdown)
   - [FAQ about model alignment](https://cloud.ibm.com/docs/inference?topic=inference-faq-ma&format=markdown)
   - [FAQ about billing](https://cloud.ibm.com/docs/inference?topic=inference-faq-b&format=markdown)
- [Site map](https://cloud.ibm.com/docs/inference?topic=inference-sitemap&format=markdown)