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Dmytro Struk
76 lines
2.6 KiB
Python
76 lines
2.6 KiB
Python
# 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.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 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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# 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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# 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 agent.",
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tools=get_weather,
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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}\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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# 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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# 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 agent.",
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tools=get_weather,
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) as agent,
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):
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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_streaming(query):
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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("=== Basic Foundry Chat Client Agent 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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