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[ENHANCEMENT] build golden datasets or manual evals #3249

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sraibagiwith100x opened this issue May 20, 2024 · 1 comment
Open

[ENHANCEMENT] build golden datasets or manual evals #3249

sraibagiwith100x opened this issue May 20, 2024 · 1 comment
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@sraibagiwith100x
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Is your feature request related to a problem? Please describe.
Annotate via phoenix app to build golden datasets or manual evals

Describe the solution you'd like

Was wondering if span or trace annotation for dataset creation and/or evaluation is on Phoenix roadmap at all?
We are already using phoenix for a lot of the heavy lifting with tracing and visualizing traces however we are still exporting these traces out and manually converting them into datasets for eval/examples optimizations/etc
What would be awesome is if there was a way for me too add manual annotations , rewrite expected output, etc when reviewing a span (see screenshot below)
Current plan is to load phoenix traces offline and annotate via doccano
PS is this available in managed arize?
CleanShot 2024-05-20 at 12 38 20

Describe alternatives you've considered
Doccano

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Add any other context or screenshots about the feature request here.

@sraibagiwith100x sraibagiwith100x added enhancement New feature or request triage issues that need triage labels May 20, 2024
@dosubot dosubot bot added the c/evals label May 20, 2024
@mikeldking mikeldking changed the title [ENHANCEMENT] [ENHANCEMENT] build golden datasets or manual evals May 20, 2024
@mikeldking mikeldking removed the triage issues that need triage label May 30, 2024
@mikeldking
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Hey @sraibagiwith100x thanks for the request! We are definitely working on #2513 in the next few months. Overall you probably can pull data from phoenix using the query api and then adding labels back.

We are currently working on #2017 as well, which could be used as a sort of annotation queue of sorts. Happy to run you through a preview in the coming weeks if you'd be interested.

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