Background
Sage is an open source multi-agent system framework designed to address the automated processing of complex tasks. In enterprise environments, it is often necessary to deal with complex tasks that require multiple steps to be accomplished collaboratively, and traditional methods often make it difficult to efficiently manage the decomposition and dependencies of these tasks.
Core Solutions
- Using the Task Breakdown Function: Automatically understand the task context through Sage's analyzing agent, and the decomposition agent splits the task into subtasks and builds a dependency graph.
- Agent Collaboration Process: Sage provides 6 types of professional agents to work together - analyzing agents responsible for understanding the task, decomposing agents to split the task, planning agents to arrange the execution order, executing agents to invoke the tool, observing agents to monitor the progress, and summarizing agents to integrate the output.
- Dual execution mode selection: For complex tasks that require detailed analysis, choose deep mode; for simple tasks use rapid execution mode to improve efficiency.
Operating instructions
Specific realization steps:
- Enter the task description via the web interface or call it using the Python API
- Selection of the appropriate execution mode
- Real-time monitoring of task progress
- View and export structured results
Summary points
Sage dramatically simplifies the processing of complex tasks through intelligent task decomposition and multi-agent collaboration mechanisms, making it particularly suitable for enterprise-level automation scenarios that require multi-step collaboration.
This answer comes from the articleSage: An Intelligent Multi-Agent Task Decomposition and Collaboration FrameworkThe
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