gliner2-ultrafast
Real browser automation with local GLiNER2 inference and open weights. Work in progress. Contributions welcome.
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GITHUB · launched Sep 18, 2026 · 66 upvotes (top 12%) · 0 views
Niche: browser automation tools · 74 launches, 5 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Agent / copilot
- Developer
- AI-native
- Hobby / open-source project
- browser-automation
- gliner2
- local-inference
- open-weights
- python
Visit website ↗ Source listing ↗
More like this: all 74 launches in browser automation tools →
Could you build this?
Partial Browser automation frameworks (Playwright/Puppeteer) are easy to set up, but fine-tuning or integrating GLiNER2 with low-latency local inference specifically for robust web element grounding is challenging.
What it would actually take: Requires integrating an open-source browser driver like Playwright with a fast local ONNX/TensorRT GLiNER2 entity-extraction runtime. The hard part is mapping unstructured DOM/vision representations to semantic bounding boxes reliably at interactive speeds without high inference latency.
Competitors
Other products that read as similar to this one : 2221 launches clear the similarity bar, closest 8 shown.
Attention rank: #299 of 2222 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 322 days after the earliest competitor.
- The fastest browser for AI agents to run browser automation · hn · 2026-10-22 · 10 upvotes · similarity 0.53
- runntime · github · 2026-09-14 · 43 upvotes · similarity 0.51
- Safari MCP · hn · 2026-04-08 · 5 upvotes · similarity 0.51
- Forge · hn · 2026-07-04 · 5 upvotes · similarity 0.51
- octop-browser · github · 2026-09-24 · 16 upvotes · similarity 0.50
- agweb · github · 2026-11-11 · 218 upvotes · similarity 0.50
- Zero Browser · hn · 2026-06-15 · 12 upvotes · similarity 0.50
- A zero-to-hero, spaced-repetition guide to WebGL2 and GLSL · hn · 2025-12-12 · 5 upvotes · similarity 0.50
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