Performance on Agent Response

1"""Run `uv pip install openai kern-ai memory_profiler` to install dependencies."""
2
3from kern.agent import Agent
4from kern.eval.performance import PerformanceEval
5from kern.models.openai import OpenAIResponses
6
7
8def run_agent():
9    agent = Agent(
10        model=OpenAIResponses(id="gpt-5.2"),
11        system_message="Be concise, reply with one sentence.",
12    )
13
14    response = agent.run("What is the capital of France?")
15    print(f"Agent response: {response.content}")
16
17    return response
18
19
20simple_response_perf = PerformanceEval(
21    name="Simple Performance Evaluation",
22    func=run_agent,
23    num_iterations=1,
24    warmup_runs=0,
25)
26
27if __name__ == "__main__":
28    simple_response_perf.run(print_results=True, print_summary=True)

1uv pip install -U openai kern-ai memory_profiler

1python performance_simple_response.py