Knowledge
Agents

Overview

AI agents are autonomous systems that can perceive their environment, make decisions, and take actions to achieve specific goals. This section covers various agent architectures and patterns.

AI Agents

AI agents are autonomous systems that can perceive their environment, make decisions, and take actions to achieve specific goals. This section covers various agent architectures and patterns.

Agent Types

  • ReAct Agents - Reasoning and Acting agents that combine thinking with tool usage
  • Planning Agents - Agents that break down complex tasks into steps
  • Multi-Agent Systems - Multiple agents working together
  • Autonomous Agents - Self-directed agents with minimal human intervention

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ReAct Agents

ReAct (Reasoning and Acting) is a powerful agent pattern that combines the reasoning capabilities of Large Language Models with the ability to take actions through tools. This approach allows agents to break down complex problems, gather necessary information, and provide accurate responses.