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How to integrate instructor and tensorzero #1268

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ghbacct opened this issue Dec 18, 2024 · 1 comment
Open

How to integrate instructor and tensorzero #1268

ghbacct opened this issue Dec 18, 2024 · 1 comment
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enhancement New feature or request question Further information is requested

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@ghbacct
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ghbacct commented Dec 18, 2024

Is your feature request related to a problem? Please describe.
Setting up additional ML Ops infrastructure around structured extraction workflows can be cumbersome, e.g. recording input output pairs, tracking user feedback, building a model-improvement flywheel using this data.

Describe the solution you'd like
I'd like to use instructor's awesome structured extraction functionality while also benefitting from tensorzero's easy to set-up infrastructure for tracking LLM inferences, episodes and user feedback .

Describe alternatives you've considered
Manually setting up custom logging, feedback collection and model re-training workflows and APIs.

Additional context
This is an open question that I'm currently thinking about and would love to receive some feedback from the wider community.

@github-actions github-actions bot added enhancement New feature or request question Further information is requested labels Dec 18, 2024
@ghbacct
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ghbacct commented Dec 18, 2024

Related issue: tensorzero/tensorzero#549

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