Niels Bantilan

### Description We have several SQL-related plugins like the SQL, Snowflake, and BigQuery plugins, but we need an extension guide as to how to write flytekit operators for other SQL-like...

### Description Currently, we have docs for how to write [backend plugins](https://docs.flyte.org/projects/cookbook/en/latest/auto/core/extend_flyte/backend_plugins.html) but don't have any guides for how to write a flytekit shim plugin that allows flytekit task authors...

Scheduling API: support for offline batch prediction with FlyteRemote to execute on Flyte backend

1

Currently unionml supports batch predictions through the `model.remote_predict` method, which executes a prediction workflow on the configure flyte backend. However, the only way of scheduling this today is by pulling...

AWS Lambda event-based streaming serving support using streaming DB (e.g. kinesis)

1

Similar to https://github.com/unionai-oss/unionml/pull/35 and https://github.com/unionai-oss/unionml/pull/164, add an app template that exemplifies Streaming via, for example, kinesis.

Integration: BentoML for Model Serving

3

**User Story**: As an ML Engineer I want to serve my UnionML- or Flyte-trained model using BentoML ```python # bentoml configuration so that from unionml import Model # UnionML deployment...

extend the integration test suite to include a fastai example: https://github.com/unionai-oss/unionml/tree/main/tests/integration update the documentation index.md to include a new fastai tab: https://github.com/unionai-oss/unionml/blob/main/docs/source/index.md

- extend the integration test suite to include a pytorch-lightning example: https://github.com/unionai-oss/unionml/tree/main/tests/integration - update the documentation index.md to include a new pytorch-lightning tab: https://github.com/unionai-oss/unionml/blob/main/docs/source/index.md

- extend the integration test suite to include a huggingface-based example: https://github.com/unionai-oss/unionml/tree/main/tests/integration - update the documentation index.md to include a new huggingface tab: https://github.com/unionai-oss/unionml/blob/main/docs/source/index.md