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.
Details
- External ID
- 1376182232
- Source
- GITHUB
- Company
- —
- Product
- jevframe
- Website domain
- pypi.org
- Launched
- Sept. 18, 2026
- Cohort
- —
- Upvotes
- 13
- Upvotes percentile
- 0.4260184473481937
- Tags
- asyncio, data-labeling, data-science, dataframe, jev, marimo, natural-language-processing, pandas, polars, python, sentiment-analysis, structured-output, text-classification, typesafe-ai
- Fetched at
- Sept. 22, 2026, 5:03 p.m.
- Updated at
- Sept. 22, 2026, 5:03 p.m.
Enrichment
- Theme
- decision model runtimes and tools
- Vertical
- Horizontal
- Function
- Dev tools
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- semantic ai data scoring for pandas and polars
- Manually corrected
- False
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 — 895 launches clear the similarity bar, closest 8 shown.
Attention rank: #506 of 896 (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 0.66
- awesome-jev · github · 2026-09-18 · 336 upvotes · similarity 0.63
- jevbench · github · 2026-09-22 · 7 upvotes · similarity 0.63
- Jev-X-Sentiment-Analysis · github · 2026-09-19 · 164 upvotes · similarity 0.62
- awesome-jev · github · 2026-09-17 · 895 upvotes · similarity 0.62
- awesome-jev-tools · github · 2026-09-19 · 680 upvotes · similarity 0.60
- jevcore · github · 2026-09-20 · 20 upvotes · similarity 0.60
- pg_typesafe · github · 2026-09-17 · 81 upvotes · similarity 0.60
Other launches for this product
- No other launches for this product.
Same idea, different domain
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