microsoft / microsoft/promptflow
[Feature Request] Integration to MLOPS System
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- Python
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Description
Is your feature request related to a problem? Please describe.
Sometimes we may need to record the run in Promptflow for later evaluation using other MLops systems (e.g. MLFlow/ClearML). But I found it was quite difficult to integrate. E.g. In ClearML, a global experiment object need to be maintained during the experiment. Therefore, adoption to ClearML need to pass the experiment object to each node
Describe the solution you'd like
Integration supports to other MLops system. Or new MLops for promptflow?
Describe alternatives you've considered
I finally integrated promptflow to ClearML, but many tricks need to be applied.
Additional context
Add any other context or screenshots about the feature request here.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
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Research direction
The issue names no files, tests, or entry points. First clarify which MLOps systems and integration scope are required, then identify the Promptflow run and node entry points and define how experiment state should be propagated and tested.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- devops, machine-learning, observability
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100