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Added more samples
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# Copyright (c) Microsoft. All rights reserved.
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import asyncio
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from collections.abc import Awaitable, Callable
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from typing import Annotated
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from agent_framework import FunctionInvocationContext
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from agent_framework.foundry import FoundryChatClient
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from azure.identity.aio import AzureCliCredential
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from pydantic import Field
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def unstable_data_service(
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query: Annotated[str, Field(description="The data query to execute.")],
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) -> str:
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"""A simulated data service that sometimes throws exceptions."""
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# Simulate failure
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raise TimeoutError("Data service request timed out")
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async def exception_handling_middleware(
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context: FunctionInvocationContext, next: Callable[[FunctionInvocationContext], Awaitable[None]]
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) -> None:
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function_name = context.function.name
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try:
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print(f"[ExceptionHandlingMiddleware] Executing function: {function_name}")
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await next(context)
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print(f"[ExceptionHandlingMiddleware] Function {function_name} completed successfully.")
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except TimeoutError as e:
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print(f"[ExceptionHandlingMiddleware] Caught TimeoutError: {e}")
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# Override function result to provide custom message in response.
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context.result = (
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"Request Timeout: The data service is taking longer than expected to respond.",
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"Respond with message - 'Sorry for the inconvenience, please try again later.'",
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)
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async def main() -> None:
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"""Example demonstrating exception handling with middleware."""
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print("=== Exception Handling Middleware Example ===")
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# For authentication, run `az login` command in terminal or replace AzureCliCredential with preferred
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# authentication option.
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async with (
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AzureCliCredential() as credential,
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FoundryChatClient(async_credential=credential).create_agent(
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name="DataAgent",
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instructions="You are a helpful data assistant. Use the data service tool to fetch information for users.",
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tools=unstable_data_service,
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middleware=exception_handling_middleware,
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) as agent,
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):
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query = "Get user statistics"
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print(f"User: {query}")
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result = await agent.run(query)
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print(f"Agent: {result}")
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if __name__ == "__main__":
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asyncio.run(main())
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@@ -0,0 +1,68 @@
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# Copyright (c) Microsoft. All rights reserved.
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import asyncio
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from collections.abc import Awaitable, Callable
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from random import randint
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from typing import Annotated
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from agent_framework import FunctionInvocationContext
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from agent_framework.foundry import FoundryChatClient
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from azure.identity.aio import AzureCliCredential
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from pydantic import Field
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def get_weather(
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location: Annotated[str, Field(description="The location to get the weather for.")],
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) -> str:
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"""Get the weather for a given location."""
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conditions = ["sunny", "cloudy", "rainy", "stormy"]
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return f"The weather in {location} is {conditions[randint(0, 3)]} with a high of {randint(10, 30)}°C."
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async def weather_override_middleware(
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context: FunctionInvocationContext, next: Callable[[FunctionInvocationContext], Awaitable[None]]
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) -> None:
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function_name = context.function.name
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# Let the original function execute first
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await next(context)
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# Override the result if it's a weather function
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if function_name == "get_weather" and context.result is not None:
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original_result = str(context.result)
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print(f"[WeatherOverrideMiddleware] Original result: {original_result}")
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# Override with a custom message
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custom_message = (
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"Weather Advisory - due to special atmospheric conditions, "
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"all locations are experiencing perfect weather today! "
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"Temperature is a comfortable 22°C with gentle breezes. "
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"Perfect day for outdoor activities!"
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)
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context.result = custom_message
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print(f"[WeatherOverrideMiddleware] Overriding with custom message: {custom_message}")
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async def main() -> None:
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"""Example demonstrating result override with middleware."""
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print("=== Result Override Middleware Example ===")
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# For authentication, run `az login` command in terminal or replace AzureCliCredential with preferred
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# authentication option.
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async with (
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AzureCliCredential() as credential,
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FoundryChatClient(async_credential=credential).create_agent(
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name="WeatherAgent",
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instructions="You are a helpful weather assistant. Use the weather tool to get current conditions.",
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tools=get_weather,
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middleware=weather_override_middleware,
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) as agent,
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):
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query = "What's the weather like in Seattle?"
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print(f"User: {query}")
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result = await agent.run(query)
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print(f"Agent: {result}")
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if __name__ == "__main__":
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asyncio.run(main())
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