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用 Jev 给问卷开放题做分桶分类

Pulse 问卷的 Text Insights 没有把回答一股脑丢给 LLM 总结,而是用 Jev 把每条开放题回答分桶归类,从而能实时筛选、分组并下钻分析。

Max Shaw
@_maxdshaw27 天前收录原推发布于 2026.10.05
Max Shaw @_maxdshaw原推发布于 2026.10.05
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pretty proud of how we built "Text Insights" on pulse surveys. analyzing open ended text response questions is tricky. most platforms shove all the responses into an LLM and get a summary. in practice this isn't that useful and you can't slice and dice data easily. instead we built a custom pipeline using jev (@typesafeai) that buckets and classifies every response. this allows you to filter and group responses in real time and you can easily go deeper with Windy whenever you want.

x.com/_maxdshaw/status/2107119645392023571采集于 2026.10.06 10:04