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[FEATURE]: Analyze root cause of quality issues using LLMs #42

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mwojtyczka opened this issue Jul 23, 2024 · 0 comments
Open

[FEATURE]: Analyze root cause of quality issues using LLMs #42

mwojtyczka opened this issue Jul 23, 2024 · 0 comments
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enhancement New feature or request

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@mwojtyczka
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mwojtyczka commented Jul 23, 2024 •
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Problem statement

DQX can quarantine the data but cannot curate it.

Proposed Solution

Certain curation tasks would be possible with LLMs like adjusting timestamp values to the correct format, autofilling missing values based on the data statistics etc.
@mwojtyczka mwojtyczka added the enhancement New feature or request label Jul 23, 2024
@mwojtyczka mwojtyczka changed the title [FEATURE]: Research on analyzing the root cause of quality issues using Gene/LLMs [FEATURE]: Automatic data curation of quarantined data using LLMs Jan 27, 2025
@mwojtyczka mwojtyczka changed the title [FEATURE]: Automatic data curation of quarantined data using LLMs [FEATURE]: Automatic data curation of quarantined data using LLMs 2 Jan 27, 2025
@mwojtyczka mwojtyczka changed the title [FEATURE]: Automatic data curation of quarantined data using LLMs 2 [FEATURE]: Analyze root cause of quality issues using LLMs Jan 27, 2025
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