The primary function of a planner agent within agentic AI systems is to devise strategies and create a roadmap to achieve high-level goals. It breaks down complex objectives into actionable steps or sub-tasks, sequences and schedules these tasks efficiently, and manages the overall plan execution towards the desired outcome.
Detailed Explanation
- A planner agent analyzes the initial state and the desired goal state, then identifies and orders the intermediate tasks needed to accomplish the goal while considering dependencies and priorities.
- It decomposes complex goals into smaller, manageable sub-goals or tasks, which can be executed sequentially or concurrently.
- The planner also maintains an inventory of available tools and decides how to use them in the plan, but this tool management is a sub-function of the broader strategy creation.
- Unlike reactive agents, planner agents operate with organization and foresight, crafting structured workflows or roadmaps before execution.
Thus, the essence of the planner agent’s role is to strategically plan and orchestrate actions that lead to goal achievement in a systematic manner within agentic AI systems.
