How does MIRIX enable intelligent tracking of screen activity?

MIRIX realizes intelligent tracking of screen activities through advanced visual data processing technology, and its working mechanism mainly contains the following key links:

1. Real-time visual capture system: MIRIX runs continuously in the background, capturing on-screen visual data at a default frequency of once per second (adjustable). This low-intrusive design ensures that the system does not interfere with normal user operations.
2. Multi-Intelligence Collaborative Analysis: The system uses an architecture in which multiple specialized intelligences work together. One of the visual analytics intelligences is responsible for recognizing text and image elements on the screen, while the semantic processing intelligences are specialized in extracting topics and keywords of the content.
3. context-aware processing: The system not only records the basic operation content, but also captures the contextual information of the usage scenario. For example, it records metadata such as the application state when a web page is opened, the time of operation, and so on.
4. Structured Conversion Engine: Convert raw screen data into structured records, automatically extract web page titles, URLs, key paragraphs of documents, etc., and build rich associated indexes.
5. Dynamic learning mechanisms: The system will continue to optimize the information processing strategy based on user feedback and usage habits, automatically adjusting the focus of the content of concern and the level of detail of the record.

The whole process is handled locally with high security, and users can adjust the granularity of data collection and privacy protection level in the settings. This intelligent tracking approach is significantly different from simple screen recording technology, realizing true content understanding and value extraction.

This answer comes from the articleMIRIX: A Multi-Intelligent Personal Assistant for Intelligent Tracking of Screen ActivityThe