🦾 Agent-Based AI Systems
Build autonomous AI agents that think, act, and learn to solve complex problems using LLMs and tool integration.
The Agent Loop
The agent loop represents how AI agents process goals and take action. It's a cyclical pattern that repeats until the goal is achieved.
👁️
Observe
Agent perceives goal and environment state
🧠
Think
Reason about next action using LLM
📋
Plan
Create strategy considering tools
⚡
Act
Execute tools/APIs to take action
📈
Learn
Process results and update knowledge