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I was reviewing - #1128 - and am interested to learn more about this item: Would this provide the ability for multiple teams in an org to work off a single yatai-service ? I know we don't have a concept of "user" and "groups" in BentoML yet - But do we have any such plans in the longer term ? |
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Great question @jiyer2016 - We are improving the overall model management features, for example, PR #1126 makes it a lot easier to create CI/CD workflow with other CI or deployment tools, and for Data Scientists to share and access their models stored in a central shared YataiService. We currently do not have plans to add "users" and "groups" in open source BentoML, that along with authentication and authorization will be available in our commercial product to come for enterprise customers. As you may know, we are a startup company building an open core business around this open-source project. Our plan is to build enterprise features around the open-source core functionalities and charge enterprise customers for a premium. And by building a sustainable business around the project this way, the BentoML core team will be able to continue to build and maintain the core model serving & deployment functionalities for the open-source community. |
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Great question @jiyer2016 - We are improving the overall model management features, for example, PR #1126 makes it a lot easier to create CI/CD workflow with other CI or deployment tools, and for Data Scientists to share and access their models stored in a central shared YataiService.
We currently do not have plans to add "users" and "groups" in open source BentoML, that along with authentication and authorization will be available in our commercial product to come for enterprise customers. As you may know, we are a startup company building an open core business around this open-source project. Our plan is to build enterprise features around the open-source core functionalities and charge…