Technical realization of the Deep Thinking Model and the Rapid Implementation Model
Sage has innovatively designed a dual-mode execution system to provide differentiated processing solutions for tasks of different complexity. The Deep Thinking mode activates all agent components (including 6 types of agents such as analyzing, planning, observing, etc.), and ensures that complex tasks are handled correctly through detailed task decomposition and dependency analysis. The system in this mode automatically generates inference bubble records, and the decision-making process of each agent can be viewed intuitively in the web interface.
The fast execution mode bypasses the deep analysis session and directly invokes the execution agent to complete the basic tasks. Tests show that this mode can improve the response speed of simple tasks by more than 40%. The system allows the execution mode to be adjusted in real-time via a command line parameter (mode=deep/rapid) or a web interface switcher. Typical application scenarios include enabling deep mode for market report generation and fast mode for simple operations such as data format conversion.
This answer comes from the articleSage: An Intelligent Multi-Agent Task Decomposition and Collaboration FrameworkThe
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