LLM Feedback Loop Tutorial

LLM Feedback Loop

Type

1. Rule-based

2. LLM-based

3. Real-world

Examples

1. Self-Refine AI Agent Example 1
   • Simple case
2. Self-Refine AI Agent Example 2
   • Conditional edge

Reference

1. LangChain Blog Reflection Agent
2. LangGraph Web-Search Self-Refine Gemini Agent