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 typing import Annotated, Any, Literal
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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 agent_framework.hyperlight import HyperlightCodeActProvider
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from agent_framework_foundry_hosting import ResponsesHostServer
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from azure.identity import DefaultAzureCredential
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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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@tool(approval_mode="never_require")
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def compute(
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operation: Annotated[
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Literal["add", "subtract", "multiply", "divide"],
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"Math operation: add, subtract, multiply, or divide.",
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],
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a: Annotated[float, "First numeric operand."],
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b: Annotated[float, "Second numeric operand."],
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) -> float:
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"""Perform a math operation for sandboxed code."""
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operations = {
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"add": a + b,
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"subtract": a - b,
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"multiply": a * b,
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"divide": a / b if b else float("inf"),
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}
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return operations[operation]
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@tool(approval_mode="never_require")
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async def fetch_data(
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table: Annotated[str, "Name of the simulated table to query."],
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) -> list[dict[str, Any]]:
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"""Fetch records from a named table."""
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await asyncio.sleep(0.5)
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data: dict[str, list[dict[str, Any]]] = {
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"users": [
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{"id": 1, "name": "Alice", "role": "admin"},
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{"id": 2, "name": "Bob", "role": "user"},
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{"id": 3, "name": "Charlie", "role": "admin"},
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],
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"products": [
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{"id": 101, "name": "Widget", "price": 9.99},
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{"id": 102, "name": "Gadget", "price": 19.99},
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],
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}
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return data.get(table, [])
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def main():
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# 1. Create the Foundry chat client.
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client = FoundryChatClient(
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project_endpoint=os.environ["FOUNDRY_PROJECT_ENDPOINT"],
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model=os.environ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
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credential=DefaultAzureCredential(),
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function_invocation_configuration={"include_detailed_errors": True},
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)
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# 2. Register sandbox tools on a Hyperlight CodeAct provider. The model only
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# sees `execute_code`; `compute` and `fetch_data` are reachable from
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# inside the sandbox via `call_tool(...)`.
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codeact = HyperlightCodeActProvider(
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tools=[compute, fetch_data],
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approval_mode="never_require",
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)
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# 3. Build the agent. History is managed by the hosting infrastructure, so
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# request the model not to persist server-side conversation state.
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agent = Agent(
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client=client,
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instructions="You are a helpful assistant. Keep your answers brief.",
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context_providers=[codeact],
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default_options={"store": False},
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)
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# 4. Serve the agent over the Foundry Responses protocol.
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server = ResponsesHostServer(agent)
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server.run()
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if __name__ == "__main__":
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main()
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