1  """
 2  Basic Reflection Configuration Example
 3  
 4  Demonstrates using reflection for self-improvement.
 5  """
 6  import os
 7  from praisonaiagents import Agent
 8  
 9  # Ensure API key is set from environment
10  assert os.getenv("OPENAI_API_KEY"), "OPENAI_API_KEY must be set"
11  
12  # Enable reflection with defaults
13  agent = Agent(
14      instructions="You are a helpful math tutor.",
15      reflection=True,
16  )
17  
18  # Disable reflection (default)
19  agent_no_reflect = Agent(
20      instructions="You are a helpful assistant.",
21      reflection=False,
22  )
23  
24  if __name__ == "__main__":
25      print("Testing reflection...")
26      
27      print(f"Reflection agent self_reflect: {agent.self_reflect}")
28      print(f"No-reflect agent self_reflect: {agent_no_reflect.self_reflect}")
29      
30      result = agent.chat("Solve: What is 15% of 80?")
31      print(f"Result: {result}")
32      
33      print("\nReflection tests passed!")