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Python: Implemented FoundryChatClient (#193)
* Initial version of FoundryChatClient * Updates to the tool call streaming wrapper * Small fixes * Small updates and addressed PR feedback * Handle automatic client creation * Small improvement * Added credential parameter * Small improvements * Made FoundryChatClient disposable * Small fixes * Added unit tests * Refactored samples * Small improvements * Small fix * Addressed PR feedback * Small fixes * Small updates * Small fix * Addressed PR feedback
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@@ -6,6 +6,7 @@ from typing import Annotated
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from agent_framework import ChatClientAgent
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from agent_framework.openai import OpenAIChatClient
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from dotenv import load_dotenv
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from pydantic import Field
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@@ -17,11 +18,12 @@ def get_weather(
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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 main():
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async def main() -> None:
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instructions = "You are a helpful assistant, you can help the user with weather information."
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agent = ChatClientAgent(OpenAIChatClient(), instructions=instructions, tools=get_weather)
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print(str(await agent.run("What's the weather in Amsterdam?")))
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if __name__ == "__main__":
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load_dotenv()
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asyncio.run(main())
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@@ -0,0 +1,44 @@
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# Foundry Chat Client Examples
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This folder contains examples demonstrating different ways to use the `FoundryChatClient` from the `agent_framework.foundry` package.
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## Examples
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### 1. `foundry_basic.py`
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The simplest way to use FoundryChatClient. It automatically handles all configuration using environment variables.
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### 2. `foundry_with_explicit_settings.py`
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Shows how to explicitly configure the FoundryChatClient with custom settings, including project endpoint, model deployment, credentials, and agent name.
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### 3. `foundry_with_existing_client.py`
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Demonstrates how to use an existing `AIProjectClient` instance with FoundryChatClient, giving you more control over the underlying Azure AI client.
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### 4. `foundry_with_existing_agent.py`
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Shows how to work with a pre-existing agent by providing the agent ID to FoundryChatClient. This example also demonstrates proper cleanup of manually created agents.
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## Environment Variables
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Make sure to set the following environment variables before running the examples:
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- `FOUNDRY_PROJECT_ENDPOINT`: Your Azure AI Foundry project endpoint
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- `FOUNDRY_MODEL_DEPLOYMENT_NAME`: The name of your model deployment
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## Running the Examples
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Each example can be run independently:
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```bash
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# Run the basic example
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python samples/getting_started/agents/foundry/foundry_basic.py
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# Run the explicit settings example
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python samples/getting_started/agents/foundry/foundry_with_explicit_settings.py
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# Run the existing client example
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python samples/getting_started/agents/foundry/foundry_with_existing_client.py
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# Run the existing agent example
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python samples/getting_started/agents/foundry/foundry_with_existing_agent.py
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```
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All examples use the same weather tool function that returns mock weather data.
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@@ -0,0 +1,37 @@
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# Copyright (c) Microsoft. All rights reserved.
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import asyncio
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from random import randint
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from typing import Annotated
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from agent_framework import ChatClientAgent
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from agent_framework.foundry import FoundryChatClient
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from dotenv import load_dotenv
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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 main() -> None:
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print("=== Basic Foundry Chat Client Example ===")
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# Since no Agent ID is provided, the agent will be automatically created
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# and deleted after getting a response
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async with ChatClientAgent(
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chat_client=FoundryChatClient(),
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instructions="You are a helpful weather agent.",
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tools=get_weather,
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) as agent:
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result = await agent.run("What's the weather like in Seattle?")
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print(f"Result: {result}\n")
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if __name__ == "__main__":
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load_dotenv()
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asyncio.run(main())
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@@ -0,0 +1,50 @@
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# Copyright (c) Microsoft. All rights reserved.
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import asyncio
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import os
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from random import randint
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from typing import Annotated
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from agent_framework import ChatClientAgent
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from agent_framework.foundry import FoundryChatClient
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from azure.ai.projects.aio import AIProjectClient
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from azure.identity.aio import AzureCliCredential
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from dotenv import load_dotenv
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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 main() -> None:
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print("=== Foundry Chat Client with Existing Agent ===")
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# Create the client
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client = AIProjectClient(endpoint=os.environ["FOUNDRY_PROJECT_ENDPOINT"], credential=AzureCliCredential())
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# Create an agent that will persist
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created_agent = await client.agents.create_agent(
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model=os.environ["FOUNDRY_MODEL_DEPLOYMENT_NAME"], name="WeatherAgent"
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)
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try:
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async with ChatClientAgent(
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chat_client=FoundryChatClient(client=client, agent_id=created_agent.id),
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instructions="You are a helpful weather agent.",
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tools=get_weather,
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) as agent:
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result = await agent.run("What's the weather like in Tokyo?")
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print(f"Result: {result}\n")
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finally:
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# Clean up the agent manually
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await client.agents.delete_agent(created_agent.id)
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if __name__ == "__main__":
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load_dotenv()
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asyncio.run(main())
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@@ -0,0 +1,47 @@
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# Copyright (c) Microsoft. All rights reserved.
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import asyncio
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import os
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from random import randint
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from typing import Annotated
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from agent_framework import ChatClientAgent
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from agent_framework.foundry import FoundryChatClient
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from azure.ai.projects.aio import AIProjectClient
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from azure.identity.aio import AzureCliCredential
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from dotenv import load_dotenv
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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 main() -> None:
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print("=== Foundry Chat Client with Existing AIProjectClient ===")
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# Create the client
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client = AIProjectClient(endpoint=os.environ["FOUNDRY_PROJECT_ENDPOINT"], credential=AzureCliCredential())
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# Since no Agent ID is provided, the agent will be automatically created
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# and deleted after getting a response
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async with ChatClientAgent(
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chat_client=FoundryChatClient(
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client=client,
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model_deployment_name=os.environ["FOUNDRY_MODEL_DEPLOYMENT_NAME"],
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agent_name="WeatherAgent",
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),
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instructions="You are a helpful weather agent.",
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tools=get_weather,
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) as agent:
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result = await agent.run("What's the weather like in London?")
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print(f"Result: {result}\n")
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if __name__ == "__main__":
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load_dotenv()
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asyncio.run(main())
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@@ -0,0 +1,44 @@
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# Copyright (c) Microsoft. All rights reserved.
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import asyncio
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import os
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from random import randint
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from typing import Annotated
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from agent_framework import ChatClientAgent
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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 dotenv import load_dotenv
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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 main() -> None:
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print("=== Foundry Chat Client with Explicit Settings ===")
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# Since no Agent ID is provided, the agent will be automatically created
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# and deleted after getting a response
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async with ChatClientAgent(
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chat_client=FoundryChatClient(
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project_endpoint=os.environ["FOUNDRY_PROJECT_ENDPOINT"],
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model_deployment_name=os.environ["FOUNDRY_MODEL_DEPLOYMENT_NAME"],
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credential=AzureCliCredential(),
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agent_name="WeatherAgent",
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),
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instructions="You are a helpful weather agent.",
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tools=get_weather,
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) as agent:
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result = await agent.run("What's the weather like in New York?")
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print(f"Result: {result}\n")
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if __name__ == "__main__":
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load_dotenv()
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asyncio.run(main())
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