Microsoft Agent Framework

import traceroot
from traceroot import Integration

traceroot.initialize(integrations=[Integration.AGENT_FRAMEWORK])

import asyncio

import traceroot
from traceroot import Integration

traceroot.initialize(integrations=[Integration.AGENT_FRAMEWORK])

# Import after initialize() so tracing is already active.
from agent_framework import Agent
from agent_framework.openai import OpenAIChatClient


def get_weather(city: str) -> str:
    """Return a short weather forecast for a city."""
    return f"{city}: 18°C, partly cloudy."


agent = Agent(
    OpenAIChatClient(model="gpt-4o-mini"),
    "You are a helpful travel concierge. Use the weather tool when relevant.",
    name="Concierge",
    tools=[get_weather],
)


async def main():
    # The agent run, the model call, and the get_weather tool call are all traced.
    response = await agent.run("What's the weather in Tokyo?")
    print(response.text)


asyncio.run(main())