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Jev line-by-line search: put a whole document in state and query each line

The author describes a Jev pattern that puts an entire document in state and asks a question per line, using nouls for one dominant answer and scores to highlight all relevant passages.

Allie the Icon
@allietheiconArchived 9 hours agoOriginally posted 2026.10.28
Jev line-by-line search: put a whole document in state and query each line (image 1 of 3)
Jev line-by-line search: put a whole document in state and query each line (image 2 of 3)
Jev line-by-line search: put a whole document in state and query each line (image 3 of 3)
Allie the Icon @allietheiconOriginally posted 2026.10.28
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One of my favorite Jev patterns is "line-by-line search", where you put an entire document in state, and ask a question for each line (or paragraph). This is super useful when you want to find the most relevant line for a query. Use nouls when you expect one dominate answer, use scores when you want to highlight lines by overall relevance. The former is good for answering a specific question while the latter is good for finding all relevant passages.

x.com/allietheicon/status/2115206109271331044Archived 2026.10.28 10:01