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Consume workspace_connection in pipeline job #40063

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bostdiek opened this issue Mar 13, 2025 · 2 comments
Open

Consume workspace_connection in pipeline job #40063

bostdiek opened this issue Mar 13, 2025 · 2 comments
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AI customer-reported Issues that are reported by GitHub users external to the Azure organization. feature-request This issue requires a new behavior in the product in order be resolved. Machine Learning needs-team-attention Workflow: This issue needs attention from Azure service team or SDK team Service Attention Workflow: This issue is responsible by Azure service team.

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@bostdiek
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Is your feature request related to a problem? Please describe.
The customer we are working with wants to use AML for build an experimenation platform, and wants to use native openai sdk for the LLM components. To run the experiments on AML and keep parity between the deployed API and the experiment runner, we want to use the workspace connection. However, I have only seen how do use that within either a prompflow run or with the data import jobs.

Describe the solution you'd like

  • We have created the connection in the Studio and now want to be able to connect to either our AzureOpenAI endpoint or our AzureCosmosDB within a pipeline component.

Describe alternatives you've considered

  • Using keyvault

Additional context

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It would be nice if a pipeline could have an input of a workspace connection or include this in some other fashion for the components to securly consume secrets.
@github-actions github-actions bot added customer-reported Issues that are reported by GitHub users external to the Azure organization. needs-triage Workflow: This is a new issue that needs to be triaged to the appropriate team. question The issue doesn't require a change to the product in order to be resolved. Most issues start as that labels Mar 13, 2025
@xiangyan99 xiangyan99 added Machine Learning Service Attention Workflow: This issue is responsible by Azure service team. AI and removed needs-triage Workflow: This is a new issue that needs to be triaged to the appropriate team. labels Mar 13, 2025
@github-actions github-actions bot added the needs-team-attention Workflow: This issue needs attention from Azure service team or SDK team label Mar 13, 2025
@github-actions GitHub Actions
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Thanks for the feedback! We are routing this to the appropriate team for follow-up. cc @Azure/azure-ml-sdk @azureml-github.

@swathipil
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Hi @bostdiek - Thanks for your feature request. We'll take a look asap!

@swathipil swathipil added feature-request This issue requires a new behavior in the product in order be resolved. and removed question The issue doesn't require a change to the product in order to be resolved. Most issues start as that labels Mar 13, 2025
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AI customer-reported Issues that are reported by GitHub users external to the Azure organization. feature-request This issue requires a new behavior in the product in order be resolved. Machine Learning needs-team-attention Workflow: This issue needs attention from Azure service team or SDK team Service Attention Workflow: This issue is responsible by Azure service team.
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@bostdiek @xiangyan99 @swathipil