1
Create a Python file
performance_simple_response.py
"""Run `uv pip install openai agno memory_profiler` to install dependencies."""
from agno.agent import Agent
from agno.eval.performance import PerformanceEval
from agno.models.openai import OpenAIResponses
def run_agent():
agent = Agent(
model=OpenAIResponses(id="gpt-5.2"),
system_message="Be concise, reply with one sentence.",
)
response = agent.run("What is the capital of France?")
print(f"Agent response: {response.content}")
return response
simple_response_perf = PerformanceEval(
name="Simple Performance Evaluation",
func=run_agent,
num_iterations=1,
warmup_runs=0,
)
if __name__ == "__main__":
simple_response_perf.run(print_results=True, print_summary=True)
2
Set up your virtual environment
uv venv --python 3.12
source .venv/bin/activate
uv venv --python 3.12
.venv\Scripts\activate
3
Install dependencies
uv pip install -U openai agno memory_profiler
4
Export your OpenAI API key
export OPENAI_API_KEY="your_openai_api_key_here"
$Env:OPENAI_API_KEY="your_openai_api_key_here"
5
Run Agent
python performance_simple_response.py