Flyte enables production-grade orchestration for machine learning workflows and data processing created to accelerate local workflows to production.

Flyte

<https://docs.flyte.org/projects/flytectl/en/latest/gen/flytectl_register_files.html>
How to generate the protobuf files for a task or workflow for registrations?

<@U043BQEA15Y>, the `flytectl register …` command generates the protobuf files.

```flytectl register files --project flytesnacks --domain development --archive flyte-package.tgz --version v1```
Try this after you serialized your code using `pyflyte --pkgs flyte.workflows package --image "my_flyte_project:v1"`. See <https://docs.flyte.org/projects/cookbook/en/latest/auto/larger_apps/larger_apps_deploy.html> page for reference.

<@U01J90KBSU9> what will we have in the image? Do we have the codes (task and workflow) in the image?

pyflyte register use fast register by default, which will upload workflow code to s3, and download to the local disk inside the pod when running, more detail, check this <https://docs.flyte.org/projects/cookbook/en/latest/auto/deployment/deploying_workflows.html#fast-registration|doc>.