Examples demonstrating iterative evaluation and improvement patterns.
pip install praisonaiagents
export OPENAI_API_KEY=your-key| File | Description |
|---|---|
basic_evaluation_loop.py |
Simple loop: Run → Judge → Improve |
multi_step_task_loop.py |
Sequential tasks with context passing |
recipe_optimization_loop.py |
CLI-based recipe optimization |
┌─────────┐ ┌─────────┐ ┌──────────┐
│ Agent │ ──► │ Judge │ ──► │ Feedback │
│ runs │ │ scores │ │ improves │
└─────────┘ └─────────┘ └──────────┘
▲ │
└───────────────────────────────┘
(repeat until 8.0+)
# Basic loop
python basic_evaluation_loop.py
# Multi-step with context
python multi_step_task_loop.py
# CLI recipe loop
python recipe_optimization_loop.py "research AI trends"