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Python: Added function approval example with streaming (#1365)
* Added function approval example with streaming * Update python/samples/getting_started/tools/ai_tool_with_approval.py Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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@@ -4,7 +4,7 @@ import asyncio
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from random import randrange
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from typing import TYPE_CHECKING, Annotated, Any
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from agent_framework import ChatAgent, ai_function
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from agent_framework import AgentRunResponse, ChatAgent, ChatMessage, ai_function
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from agent_framework.openai import OpenAIResponsesClient
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if TYPE_CHECKING:
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@@ -39,14 +39,12 @@ def get_weather_detail(location: Annotated[str, "The city and state, e.g. San Fr
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)
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async def handle_approvals(query: str, agent: "AgentProtocol"):
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async def handle_approvals(query: str, agent: "AgentProtocol") -> AgentRunResponse:
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"""Handle function call approvals.
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When we don't have a thread, we need to ensure we include the original query,
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the approval request, and the approval response in each iteration.
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"""
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from agent_framework import ChatMessage
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result = await agent.run(query)
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while len(result.user_input_requests) > 0:
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# Start with the original query
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@@ -63,7 +61,7 @@ async def handle_approvals(query: str, agent: "AgentProtocol"):
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new_inputs.append(ChatMessage(role="assistant", contents=[user_input_needed]))
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# Get user approval
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user_approval = input("\nApprove function call? (y/n): ")
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user_approval = await asyncio.to_thread(input, "\nApprove function call? (y/n): ")
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# Add the user's approval response
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new_inputs.append(
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@@ -76,9 +74,57 @@ async def handle_approvals(query: str, agent: "AgentProtocol"):
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return result
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async def run_weather_agent_with_approval() -> None:
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async def handle_approvals_streaming(query: str, agent: "AgentProtocol") -> None:
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"""Handle function call approvals with streaming responses.
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When we don't have a thread, we need to ensure we include the original query,
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the approval request, and the approval response in each iteration.
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"""
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current_input: str | list[Any] = query
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has_user_input_requests = True
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while has_user_input_requests:
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has_user_input_requests = False
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user_input_requests: list[Any] = []
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# Stream the response
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async for chunk in agent.run_stream(current_input):
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if chunk.text:
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print(chunk.text, end="", flush=True)
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# Collect user input requests from the stream
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if chunk.user_input_requests:
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user_input_requests.extend(chunk.user_input_requests)
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if user_input_requests:
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has_user_input_requests = True
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# Start with the original query
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new_inputs: list[Any] = [query]
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for user_input_needed in user_input_requests:
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print(
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f"\n\nUser Input Request for function from {agent.name}:"
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f"\n Function: {user_input_needed.function_call.name}"
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f"\n Arguments: {user_input_needed.function_call.arguments}"
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)
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# Add the assistant message with the approval request
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new_inputs.append(ChatMessage(role="assistant", contents=[user_input_needed]))
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# Get user approval
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user_approval = await asyncio.to_thread(input, "\nApprove function call? (y/n): ")
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# Add the user's approval response
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new_inputs.append(
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ChatMessage(role="user", contents=[user_input_needed.create_response(user_approval.lower() == "y")])
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)
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# Update input with all the context for next iteration
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current_input = new_inputs
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async def run_weather_agent_with_approval(is_streaming: bool) -> None:
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"""Example showing AI function with approval requirement."""
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print("\n=== Weather Agent WITH Approval Required ===\n")
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print(f"\n=== Weather Agent with Approval Required ({'Streaming' if is_streaming else 'Non-Streaming'}) ===\n")
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async with ChatAgent(
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chat_client=OpenAIResponsesClient(),
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@@ -86,16 +132,23 @@ async def run_weather_agent_with_approval() -> None:
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instructions=("You are a helpful weather assistant. Use the get_weather tool to provide weather information."),
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tools=[get_weather, get_weather_detail],
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) as agent:
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query2 = "Can you give me an update of the weather in LA and Portland and detailed weather for Seattle?"
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print(f"User: {query2}")
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result2 = await handle_approvals(query2, agent)
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print(f"\n{agent.name}: {result2}\n")
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query = "Can you give me an update of the weather in LA and Portland and detailed weather for Seattle?"
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print(f"User: {query}")
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if is_streaming:
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print(f"\n{agent.name}: ", end="", flush=True)
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await handle_approvals_streaming(query, agent)
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print()
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else:
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result = await handle_approvals(query, agent)
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print(f"\n{agent.name}: {result}\n")
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async def main() -> None:
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print("=== Demonstration of a tool with approvals ===\n")
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await run_weather_agent_with_approval()
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await run_weather_agent_with_approval(is_streaming=False)
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await run_weather_agent_with_approval(is_streaming=True)
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if __name__ == "__main__":
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