jeff
A self-hosted drop-in replacement for TypeSafe's jev, powered by GliFormer.
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GITHUB · launched Sep 19, 2026 · 228 upvotes (top 3%) · 0 views
Niche: machine learning inference engines · 108 launches, 8 in the last 7 days ▼ -27% · Explore this niche →
Category and tags
- Horizontal
- Search & retrieval
- Developer
- AI-native
- Hobby / open-source project
- classification
- encoder
- gliner
- jev
- typesafe
Visit website ↗ Source listing ↗
More like this: all 108 launches in machine learning inference engines →
Could you build this?
No This project integrates custom ML transformer models (GliFormer) for deep semantic code searching and drop-in engine replacement, demanding specialized machine learning systems expertise.
What it would actually take: Requires training or adapting specialized transformer models (GliFormer) for lexical-semantic hybrid code search, coupled with a high-throughput vector indexing and inference server (in Rust or C++ using ONNX/TorchScript). The system must handle efficient AST-aware chunking, batch embeddings, and sub-millisecond similarity queries across massive codebases.
Competitors
Other products that read as similar to this one : 2922 launches clear the similarity bar, closest 8 shown.
Attention rank: #118 of 2923 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 323 days after the earliest competitor.
- jev · github · 2026-09-26 · 12 upvotes · similarity 0.66
- jev-flow · github · 2026-09-23 · 7 upvotes · similarity 0.61
- jot · github · 2026-09-18 · 19 upvotes · similarity 0.59
- my-own-jdownloader · github · 2026-10-29 · 39 upvotes · similarity 0.59
- lichen · github · 2026-09-23 · 38 upvotes · similarity 0.59
- JevRouter · github · 2026-09-18 · 163 upvotes · similarity 0.58
- awesome-jev · github · 2026-09-17 · 222 upvotes · similarity 0.58
- awesome-jev-typesafe · github · 2026-09-18 · 129 upvotes · similarity 0.58
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.