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Dmytro Struk
79 lines
2.5 KiB
Python
79 lines
2.5 KiB
Python
# Copyright (c) Microsoft. All rights reserved.
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# ruff: noqa
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import asyncio
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from random import randint
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from typing import TYPE_CHECKING, Annotated
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from agent_framework_foundry_local import FoundryLocalClient
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if TYPE_CHECKING:
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from agent_framework import ChatAgent
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"""
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This sample demonstrates basic usage of the FoundryLocalClient.
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Shows both streaming and non-streaming responses with function tools.
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Running this sample the first time will be slow, as the model needs to be
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downloaded and initialized.
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Also, not every model supports function calling, so be sure to check the
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model capabilities in the Foundry catalog, or pick one from the list printed
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when running this sample.
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"""
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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(agent: "ChatAgent") -> 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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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(agent: "ChatAgent") -> 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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query = "What's the weather like in Amsterdam?"
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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_stream(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 Local Client Agent Example ===")
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client = FoundryLocalClient(model_id="phi-4-mini")
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print(f"Client Model ID: {client.model_id}\n")
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print("Other available models (tool calling supported only):")
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for model in client.manager.list_catalog_models():
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if model.supports_tool_calling:
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print(
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f"- {model.alias} for {model.task} - id={model.id} - {(model.file_size_mb / 1000):.2f} GB - {model.license}"
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)
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agent = client.as_agent(
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name="LocalAgent",
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instructions="You are a helpful agent.",
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tools=get_weather,
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)
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await non_streaming_example(agent)
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await streaming_example(agent)
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if __name__ == "__main__":
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asyncio.run(main())
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