chore: import upstream snapshot with attribution
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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 Agent, tool
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from agent_framework.foundry import FoundryChatClient
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from azure.identity import AzureCliCredential
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from dotenv import load_dotenv
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# Load environment variables from .env file
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load_dotenv()
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"""
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Foundry Chat Client with Project Endpoint Example
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This sample demonstrates how to create a FoundryChatClient using a
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Foundry project endpoint. Instead of providing a service endpoint
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directly, you provide a Foundry project endpoint and the client is created via
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the Azure AI Foundry project SDK.
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This requires:
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- The `FOUNDRY_PROJECT_ENDPOINT` environment variable set to your Foundry project endpoint.
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- The `FOUNDRY_MODEL` environment variable set to the model deployment name.
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"""
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@tool(approval_mode="never_require")
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def get_weather(
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location: Annotated[str, "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 non_streaming_example() -> None:
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"""Example of non-streaming response (get the complete result at once)."""
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print("=== Non-streaming Response Example ===")
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# 1. Create the FoundryChatClient using a Foundry project endpoint.
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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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credential = AzureCliCredential()
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_client = FoundryChatClient(
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project_endpoint=os.environ["FOUNDRY_PROJECT_ENDPOINT"],
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model=os.environ["FOUNDRY_MODEL"],
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credential=credential,
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)
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agent = Agent(
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client=_client,
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instructions="You are a helpful weather agent.",
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tools=get_weather,
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)
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# 2. Run a query and print the result.
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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"Result: {result}\n")
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async def streaming_example() -> None:
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"""Example of streaming response (get results as they are generated)."""
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print("=== Streaming Response Example ===")
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# 1. Create the FoundryChatClient using a Foundry project endpoint.
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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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credential = AzureCliCredential()
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_client = FoundryChatClient(
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project_endpoint=os.environ["FOUNDRY_PROJECT_ENDPOINT"],
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model=os.environ["FOUNDRY_MODEL"],
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credential=credential,
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)
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agent = Agent(
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client=_client,
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instructions="You are a helpful weather agent.",
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tools=get_weather,
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)
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# 2. Stream the response and print each chunk as it arrives.
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query = "What's the weather like in Portland?"
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print(f"User: {query}")
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print("Agent: ", end="", flush=True)
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async for chunk in agent.run(query, stream=True):
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if chunk.text:
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print(chunk.text, end="", flush=True)
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print("\n")
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async def main() -> None:
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print("=== Foundry Chat Client with Project Endpoint Example ===")
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await non_streaming_example()
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await streaming_example()
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if __name__ == "__main__":
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asyncio.run(main())
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"""
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Sample output:
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=== Foundry Chat Client with Project Endpoint Example ===
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=== Non-streaming Response Example ===
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User: What's the weather like in Seattle?
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Result: The weather in Seattle is cloudy with a high of 18°C.
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=== Streaming Response Example ===
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User: What's the weather like in Portland?
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Agent: The weather in Portland is sunny with a high of 25°C.
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"""
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