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1

Create a Python file

performance_agent_instantiation.py
"""Run `uv pip install agno openai` to install dependencies."""

from agno.agent import Agent
from agno.eval.performance import PerformanceEval


def instantiate_agent():
    return Agent(system_message="Be concise, reply with one sentence.")


instantiation_perf = PerformanceEval(
    name="Instantiation Performance", func=instantiate_agent, num_iterations=1000
)

if __name__ == "__main__":
    instantiation_perf.run(print_results=True, print_summary=True)
2

Set up your virtual environment

uv venv --python 3.12
source .venv/bin/activate
3

Install dependencies

uv pip install -U openai agno
4

Export your OpenAI API key

  export OPENAI_API_KEY="your_openai_api_key_here"
5

Run Agent

python performance_agent_instantiation.py