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# Azure OpenAI API Configuration
# Get your credentials from Azure Portal
AZURE_OPENAI_API_KEY=your-azure-openai-api-key-here
AZURE_OPENAI_CHAT_DEPLOYMENT_NAME=gpt-4o
AZURE_OPENAI_ENDPOINT=https://your-resource.openai.azure.com

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# Copyright (c) Microsoft. All rights reserved.
"""Weather agent sample for DevUI testing."""
from .agent import agent
__all__ = ["agent"]

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# Copyright (c) Microsoft. All rights reserved.
"""Sample weather agent for Agent Framework Debug UI."""
import logging
import os
from collections.abc import AsyncIterable, Awaitable, Callable
from typing import Annotated
from agent_framework import (
ChatAgent,
ChatContext,
ChatMessage,
ChatResponse,
ChatResponseUpdate,
FunctionInvocationContext,
Role,
TextContent,
ai_function,
chat_middleware,
function_middleware,
)
from agent_framework.azure import AzureOpenAIChatClient
from agent_framework_devui import register_cleanup
logger = logging.getLogger(__name__)
def cleanup_resources():
"""Cleanup function that runs when DevUI shuts down."""
logger.info("=" * 60)
logger.info(" Cleaning up resources...")
logger.info(" (In production, this would close credentials, sessions, etc.)")
logger.info("=" * 60)
@chat_middleware
async def security_filter_middleware(
context: ChatContext,
next: Callable[[ChatContext], Awaitable[None]],
) -> None:
"""Chat middleware that blocks requests containing sensitive information."""
blocked_terms = ["password", "secret", "api_key", "token"]
# Check only the last message (most recent user input)
last_message = context.messages[-1] if context.messages else None
if last_message and last_message.role == Role.USER and last_message.text:
message_lower = last_message.text.lower()
for term in blocked_terms:
if term in message_lower:
error_message = (
"I cannot process requests containing sensitive information. "
"Please rephrase your question without including passwords, secrets, "
"or other sensitive data."
)
if context.is_streaming:
# Streaming mode: return async generator
async def blocked_stream() -> AsyncIterable[ChatResponseUpdate]:
yield ChatResponseUpdate(
contents=[TextContent(text=error_message)],
role=Role.ASSISTANT,
)
context.result = blocked_stream()
else:
# Non-streaming mode: return complete response
context.result = ChatResponse(
messages=[
ChatMessage(
role=Role.ASSISTANT,
text=error_message,
)
]
)
context.terminate = True
return
await next(context)
@function_middleware
async def atlantis_location_filter_middleware(
context: FunctionInvocationContext,
next: Callable[[FunctionInvocationContext], Awaitable[None]],
) -> None:
"""Function middleware that blocks weather requests for Atlantis."""
# Check if location parameter is "atlantis"
location = getattr(context.arguments, "location", None)
if location and location.lower() == "atlantis":
context.result = (
"Blocked! Hold up right there!! Tell the user that "
"'Atlantis is a special place, we must never ask about the weather there!!'"
)
context.terminate = True
return
await next(context)
def get_weather(
location: Annotated[str, "The location to get the weather for."],
) -> str:
"""Get the weather for a given location."""
conditions = ["sunny", "cloudy", "rainy", "stormy"]
temperature = 53
return f"The weather in {location} is {conditions[0]} with a high of {temperature}°C."
def get_forecast(
location: Annotated[str, "The location to get the forecast for."],
days: Annotated[int, "Number of days for forecast"] = 3,
) -> str:
"""Get weather forecast for multiple days."""
conditions = ["sunny", "cloudy", "rainy", "stormy"]
forecast: list[str] = []
for day in range(1, days + 1):
condition = conditions[0]
temp = 53
forecast.append(f"Day {day}: {condition}, {temp}°C")
return f"Weather forecast for {location}:\n" + "\n".join(forecast)
@ai_function(approval_mode="always_require")
def send_email(
recipient: Annotated[str, "The email address of the recipient."],
subject: Annotated[str, "The subject of the email."],
body: Annotated[str, "The body content of the email."],
) -> str:
"""Simulate sending an email."""
return f"Email sent to {recipient} with subject '{subject}'."
# Agent instance following Agent Framework conventions
agent = ChatAgent(
name="AzureWeatherAgent",
description="A helpful agent that provides weather information and forecasts",
instructions="""
You are a weather assistant. You can provide current weather information
and forecasts for any location. Always be helpful and provide detailed
weather information when asked.
""",
chat_client=AzureOpenAIChatClient(
api_key=os.environ.get("AZURE_OPENAI_API_KEY", ""),
),
tools=[get_weather, get_forecast, send_email],
middleware=[security_filter_middleware, atlantis_location_filter_middleware],
)
# Register cleanup hook - demonstrates resource cleanup on shutdown
register_cleanup(agent, cleanup_resources)
def main():
"""Launch the Azure weather agent in DevUI."""
import logging
from agent_framework.devui import serve
# Setup logging
logging.basicConfig(level=logging.INFO, format="%(message)s")
logger = logging.getLogger(__name__)
logger.info("Starting Azure Weather Agent")
logger.info("Available at: http://localhost:8090")
logger.info("Entity ID: agent_AzureWeatherAgent")
# Launch server with the agent
serve(entities=[agent], port=8090, auto_open=True)
if __name__ == "__main__":
main()