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Filtering for Lowest Performing Queries in the UI | Arize AI Community

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Filtering for Lowest Performing Queries in the UI

·Jul 31, 2024 02:42 PM

How to filter on lowest performing queries? I want to filter by worst performing evaluating queries (worst relevance, hallucination and qa correctness), what's the syntax to do that in the UI?

15 comments

· Sorted by Oldest

Roger Y.
·
can you try the following?
evals['Hallucination_Keyword'] == 'Hallucinated' and evals['QA Correctness_Keyword'] == 'incorrect'
unfortunately relevance at the document level is not filterable right now
Farzad S.
·
this does not work
Roger Y.
·
what’s the issue?
Farzad S.
·
Roger Y.
·
do the conditions work individually?
Roger Y.
·
without the conjunction?
Roger Y.
·
oh, 'Hallucinated' is misspelled. my bad. should be lower case
Farzad S.
·
nope

·

oh my bad, it’s with .label

evals['Hallucination_Keyword'].label == 'hallucinated' and evals['QA Correctness_Keyword'].label == 'incorrect'

Farzad S.
·
That works! Thank you!!!!
Roger Y.
·
np!
Roger Y.
·
btw, if you have score, then it’s .score
Farzad S.
·
One last question, I recall reading somewhere there is a way to tell whether the fault is on the retreiver vs LLM? How do I find that out?
Roger Y.
·
i think you would look at whether the documents retrieved are relevant or not
👍1
Xander S.
·
One last question, I recall reading somewhere there is a way to tell whether the fault is on the retreiver vs LLM? How do I find that out?
Farzad S. Filed an issue for this here.
👍1