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add pipeline status endpoint and expose in UI#404

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tabell wants to merge 1 commit intorishikanthc:mainfrom
tabell:feature/pipeline-status
Open

add pipeline status endpoint and expose in UI#404
tabell wants to merge 1 commit intorishikanthc:mainfrom
tabell:feature/pipeline-status

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@tabell
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@tabell tabell commented Feb 10, 2026

this feature adds real-time, step-by-step pipeline visibility for transcription jobs.

currently users can see coarse job states like pending, processing, completed, or failed.

this feature tracks and exposes finer stages such as queued, preprocessing, transcribing, diarizing, merging, and persisting, with progress percentages and status messages.

full disclosure, I used codex to write this, but I did review the code and test it locally in docker.

if this PR is acceptable I have a few more features I'd like to add, such as retaining the transcript if diarization fails so the transcription doesn't need to happen again

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