GLiNER Browser Use

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Real browser automation with local GLiNER2 inference and Mercury 2.5

bySahibzada Allahyar

Open source

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Description

An experimental browser automation agent that uses local GLiNER2 for entity extraction and control scoring to navigate web pages. It employs a hybrid architecture where browser observation and decision-making run locally on-device, while Mercury 2.5 is utilized via API for generating typed text in form fields.

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Details

Why this is interesting: A novel approach to browser agents using local NER (GLiNER2) instead of vision APIs, offering extremely low latency…
Attributed to: @sahibzada-allahyar
Built with: Jev Mercury 2.5 Seedance 2.5 Wan 2.5 Grok Voice Think Fast 1.0
Links: View tweet
Tags: #browser-automation #local-inference #open-weights #web-agent

Discovered: X
First posted: X · Sep 18, 2026
Listed: Added 1h ago
Build: Strong
Models: Strong

Prompt

Find a one-way ticket from New York to San Francisco on October 9, 2026.

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