team_tool_metrics.py
"""
Team Tool Metrics
=============================
Demonstrates metrics for teams where members use tools.
Shows leader metrics, member metrics, and tool execution timing.
"""
from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.team import Team
from agno.tools.yfinance import YFinanceTools
from rich.pretty import pprint
# ---------------------------------------------------------------------------
# Create Members
# ---------------------------------------------------------------------------
stock_searcher = Agent(
name="Stock Searcher",
model=OpenAIChat(id="gpt-4o-mini"),
role="Searches for stock information.",
tools=[YFinanceTools()],
)
# ---------------------------------------------------------------------------
# Create Team
# ---------------------------------------------------------------------------
team = Team(
name="Stock Research Team",
model=OpenAIChat(id="gpt-4o-mini"),
members=[stock_searcher],
markdown=True,
show_members_responses=True,
store_member_responses=True,
)
# ---------------------------------------------------------------------------
# Run Team
# ---------------------------------------------------------------------------
if __name__ == "__main__":
run_output = team.run("What is the stock price of NVDA?")
# Team leader run metrics
print("=" * 50)
print("TEAM LEADER RUN METRICS")
print("=" * 50)
pprint(run_output.metrics)
# Member-level run metrics and tool calls
print("=" * 50)
print("MEMBER RUN METRICS")
print("=" * 50)
if run_output.member_responses:
for member_response in run_output.member_responses:
print(f"\nMember: {member_response.agent_name}")
print("-" * 40)
pprint(member_response.metrics)
if member_response.tools:
print(f"\nTool calls ({len(member_response.tools)}):")
for tool_call in member_response.tools:
print(f" Tool: {tool_call.tool_name}")
if tool_call.metrics:
pprint(tool_call.metrics)
Run the Example
1
Set up your virtual environment
uv venv --python 3.12
source .venv/bin/activate
uv venv --python 3.12
.venv\Scripts\activate
2
Install dependencies
uv pip install -U agno openai yfinance
3
Export your OpenAI API key
export OPENAI_API_KEY="your_openai_api_key_here"
$Env:OPENAI_API_KEY="your_openai_api_key_here"
4
Run the example
Save the code above as
team_tool_metrics.py, then run:python team_tool_metrics.py