jevframe
Semantic AI for pandas and Polars: classify text, analyze sentiment, and score DataFrame rows with natural-language questions and full probabilities using TypeSafe Jev.
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GITHUB · launched Sep 18, 2026 · 13 upvotes (top 59%) · 0 views
Niche: machine learning developer tools · 303 launches, 11 in the last 7 days ▼ -45% · Explore this niche →
Category and tags
- Horizontal
- Dev tools
- Developer
- AI-native
- Commercial product
- asyncio
- data-labeling
- data-science
- dataframe
- jev
- marimo
- +8 more
Visit website ↗ Source listing ↗
More like this: all 303 launches in machine learning developer tools →
Could you build this?
Yes It is a Python wrapper package that defines custom pandas and Polars DataFrame accessors to batch rows to an AI classification API.
Competitors
Other products that read as similar to this one : 1957 launches clear the similarity bar, closest 8 shown.
Attention rank: #1096 of 1958 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 323 days after the earliest competitor.
- jevper · github · 2026-09-23 · 18 upvotes · similarity 0.68
- awesome-jev · github · 2026-09-18 · 336 upvotes · similarity 0.65
- jevbench · github · 2026-09-22 · 7 upvotes · similarity 0.64
- awesome-jev · github · 2026-09-17 · 895 upvotes · similarity 0.64
- Jev-X-Sentiment-Analysis · github · 2026-09-19 · 164 upvotes · similarity 0.63
- awesome-jev-tools · github · 2026-09-19 · 680 upvotes · similarity 0.62
- jevcore · github · 2026-09-20 · 20 upvotes · similarity 0.62
- pg_typesafe · github · 2026-09-17 · 81 upvotes · similarity 0.61
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.