Dhiraj Bokde

Model Registry for Kubeflow based on ml-metadata

11

/kind feature **Why you need this feature:** Based on [Kube Flow User Survey](https://blog.kubeflow.org/kubeflow-user-survey-2023/) the community also needs Model Registry support (44% wanted this). We are exploring opportunities to make best...

[feature] Add a feature to allow users to export and import model metadata

29

There are various use cases where users may need to be able to export and import ML model metadata: * Backup individual metadata resources * Export metadata from a registry...

Add Model Catalog API to Model Registry

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**Is your feature request related to a problem? Please describe.** Several public ML and LLM model catalogs such as [Hugging Face](https://huggingface.co/) are now available with easily accessible opensource models. At...

Create a CLI tool to interact with a model registry from command line. Purpose: Make it easier to interact with model registries, without having to login to a console/dashboard. Add...

Initial version of Catalog Service

4

Initial Version of Model Catalog Service ## Description Add a new Model Catalog service to model registry API. The API shares types with Model Registry service to maximize the reuse...

Create documentation for Model Registry REST API

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Create documentation describing the resources in the Model Registry REST API and the endpoints and operations supported for them. Also document common API use cases describing the sequence of API...

Add a new endpoint `customProperties` to support retrieving `customProperty` values only

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**Is your feature request related to a problem? Please describe.** As a companion to #1460 model registry should support retrieving just the `customProperties` for all resources, i.e collections like `/experiments`...

Add support for filtering resource properties and returning unique values

2

**Is your feature request related to a problem? Please describe.** Currently, when model registry returns resource values (either for one resource or in a list) it returns all the values...

Add MLflow SDK support for Model Registry as a store

4

**Is your feature request related to a problem? Please describe.** A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] Model Registry has it's...

Support local deployment using SQLite database

3

**Is your feature request related to a problem? Please describe.** Model Registry should support local lightweight deployments without having the need to configure and deploy either an external database. Since...