Reflection

Agents that improve their own work

Agents can review and improve their own responses before returning.

Quick Start

1. Simple Usage

   import { Agent } from 'praisonai';
   
   const agent = new Agent({
     instructions: 'You write professional content',
     reflection: true
   });
   
   await agent.chat('Write a business proposal');
   // Agent writes, reviews, and improves before returning

2. With Configuration

   const agent = new Agent({
     reflection: {
       rounds: 2,  // Review twice
       prompt: 'Check for clarity and professionalism'
     }
   });

User Interaction Flow

Configuration Levels

// Level 1: Bool - Enable with defaults
const agent = new Agent({
  reflection: true
});

// Level 2: Dict - With options
const agent = new Agent({
  reflection: {
    rounds: 2,
    prompt: 'Review for errors and clarity'
  }
});

// Level 3: Instance - Full control
const agent = new Agent({
  reflection: {
    rounds: 3,
    prompt: 'Focus on tone and accuracy',
    stopWhen: (output) => output.quality > 0.9
  }
});

How It Works

1. Generate: Agent creates initial response
2. Review: Agent critiques its own work
3. Improve: Agent fixes identified issues
4. Repeat: Process continues for specified rounds

API Reference

Best Practices

Related