# LoRA Adapters

KubeAI orchestrates the loading of LoRA adapters into model serving containers. New LoRA adapters can be swapped in and out without needing to restart the container that is serving the base model.

<img src="/diagrams/lora-direct-loading.excalidraw.png" width="90%"></img>

## Next

Read about [how to serve lora adapters](../how-to/serve-lora-adapters.md).