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Glass is an open source desktop AI assistant that observes screen and audio content in real time and automatically organizes information

2025-08-23 1.1 K

Glass' Core Functions and Working Modes

Glass is an open source desktop AI assistant developed by the Pickle team, whose main innovation lies in an intelligent assistance model that does not require the user to actively ask questions. Unlike traditional chatbots, Glass establishes a new interaction paradigm of 'observe-analyze-suggest' by continuously monitoring the user's screen content and ambient audio. The project has already received 1.8k starmarks on GitHub, showing strong interest from the development community.

In terms of technical implementation, Glass has the following breakthrough features:

  • Real-time on-screen semantic analysis:Intelligently parses structured data such as text, images and tables from documents, web pages and application interfaces. For example, when users browse technical documents, it automatically extracts API parameter descriptions to generate quick notes.
  • Multimodal information processing:Combine visual and auditory signals to synchronize the recording of screen-sharing content and voice discussions in a meeting scenario, generating time-stamped meeting minutes.
  • Knowledge graph construction:Transform fragmented information into associated knowledge nodes, e.g., automatically recognize jargon in technical articles and provide explanation cards.

The system is built using Node.js and requires a 20.x.x version of the environment, with a current focus on macOS platform optimization, keeping the backend running light through careful resource management design.

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