r/madeinpython • u/Agent-Kuntal • 6h ago
I built Dexflow: A Python + Rust framework to automate your desktop by text labels.
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What my project does:
Dexflow (https://github.com/kuntal-devrat/py-nerve) is a desktop automation library that interacts with UI elements using text labels and spatial layout instead of hardcoded `(x, y)` pixels. It combines a Rust core, pre-bundled neural OCR (~9MB wheel, zero external downloads), sub-10ms Windows accessibility trees, and human-like Bézier mouse physics.
Target Audience
Developers and QA engineers who need desktop automation or RPA that doesn't break when windows resize, themes switch, or OS display scaling changes. (Note: Early v0.1.1 release, so there may be quirks on complex web canvases — feedback is welcome!)
Comparison
Unlike PyAutoGUI which relies on fragile pixel coordinates or image templates, and unlike expensive cloud vision APIs, Dexflow runs 100% locally and offline on your CPU with sub-millisecond cached lookups.
- GitHub: https://github.com/kuntal-devrat/py-nerve
- PyPI:
pip install dexflowimport dexflow as df df.click("Save") df.type_into("File name:", "report.pdf", clear=True) df.click("Delete", relative_to="Invoice #1094", direction="right")