Cross-modal Task Processing Architecture
The multimodal nature of Agent TARS is reflected in its ability to simultaneously process three core data types: visual information (screenshots/web page elements), textual instructions (user input/web page content), and system commands (command line operations). This architecture enables it to accomplish complex tasks that are difficult to achieve with traditional tools, such as the workflow of "capture data from web page → process with command line → save as local file".
- Browser AutomationAccurate element clicking and form filling through visual positioning, with an error rate 60% lower than traditional XPath positioning.
- Command Line Integration: Support intelligent parsing of 200+ common Unix commands, including pipeline operations and background task management
- file system operation: Fine-grained control of read and write permissions, handling of structured data such as JSON/CSV, etc.
Test data shows that in a typical scenario of data collection + cleaning + storage, using a multimodal approach improves efficiency by more than 3 times over a single approach.
This answer comes from the articleAgent TARS: An Open Source Intelligence Using Vision and Commands to Operate ComputersThe
