OpenAdapt shipped an update OpenAdapt, an open-source generative process automation tool, shipped an update to version 1.0+ with a modular meta-package architecture that provides a unified CLI and sub-packages via PyPI. The project, which has 1.7k stars on GitHub and was last updated in July 2026, resolves GUI task ambiguity by conditioning agents on human demonstrations. OpenAdapt Open Source Generative Process Automation i.e. Generative RPA . AI-First Process Automation with Large Language LLMs / Action LAMs / Multimodal LMMs / Visual Language VLMs Models About OpenAdapt OpenAdapt is the open source software adapter between Large Multimodal Models LMMs and traditional desktop and web GUIs. OpenAdapt v1.0+ uses a modular meta-package architecture. The main openadapt package provides a unified CLI and depends on focused sub-packages via PyPI: Zero-shot VLMs fail on GUI tasks not due to lack of capability, but due to ambiguity in UI affordances. OpenAdapt resolves this by conditioning agents on human demonstrations — "show, don't tell." OpenAdapt is an open-source project written primarily in Python, with 1.7k stars on GitHub. It was last updated in July 2026. pip install openadapt Minimal CLI only OpenAdapt vs. the alternatives All 19 alternatives → /alternatives/openadapt