# services

Python API: `hubai_sdk.services`

High-level APIs for HubAI resources and hosted conversion.

The modules in this package form the public functional API. They are also available through a
[hubai_sdk.HubAIClient](https://docs.luxonis.com/cloud/hubai/model-registry/hubai-sdk/hubai-sdk-api-reference/hubai_client.md)
instance:

Service modules

| Module | Purpose |
| --- | --- |
|
[hubai_sdk.services.models](https://docs.luxonis.com/cloud/hubai/model-registry/hubai-sdk/hubai-sdk-api-reference/services/models.md)
| Create, inspect, update, list, and delete model metadata. |
|
[hubai_sdk.services.variants](https://docs.luxonis.com/cloud/hubai/model-registry/hubai-sdk/hubai-sdk-api-reference/services/variants.md)
| Manage named and versioned implementations of a model. |
|
[hubai_sdk.services.instances](https://docs.luxonis.com/cloud/hubai/model-registry/hubai-sdk/hubai-sdk-api-reference/services/instances.md)
| Manage concrete model artifacts and transfer their files. |
|
[hubai_sdk.services.convert](https://docs.luxonis.com/cloud/hubai/model-registry/hubai-sdk/hubai-sdk-api-reference/services/convert.md)
| Upload a model, run hosted conversion, and download the result. |

Most resource functions accept either a UUID or a HubAI slug. Mutating operations raise exceptions from
[hubai_sdk.errors](https://docs.luxonis.com/cloud/hubai/model-registry/hubai-sdk/hubai-sdk-api-reference/errors.md) when the
server rejects a request; list functions return Pydantic models from
[hubai_sdk.utils.sdk_models](https://docs.luxonis.com/cloud/hubai/model-registry/hubai-sdk/hubai-sdk-api-reference/utils/sdk_models.md).

## Child Pages

 * [convert](https://docs.luxonis.com/cloud/hubai/model-registry/hubai-sdk/hubai-sdk-api-reference/services/convert.md)
 * [instances](https://docs.luxonis.com/cloud/hubai/model-registry/hubai-sdk/hubai-sdk-api-reference/services/instances.md)
 * [models](https://docs.luxonis.com/cloud/hubai/model-registry/hubai-sdk/hubai-sdk-api-reference/services/models.md)
 * [variants](https://docs.luxonis.com/cloud/hubai/model-registry/hubai-sdk/hubai-sdk-api-reference/services/variants.md)