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Python: AG-UI protocol support (#1826)
* Add AG-UI integration * Fix tests. PR feedback * Cleanup * PR Feedback * Improve README and getting started experience * Fix links
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# Copyright (c) Microsoft. All rights reserved.
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"""AG-UI client example."""
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import asyncio
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import json
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import os
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from collections.abc import AsyncIterator
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import httpx
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class AGUIClient:
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"""Simple AG-UI protocol client."""
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def __init__(self, server_url: str):
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"""Initialize the client.
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Args:
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server_url: The AG-UI server endpoint URL
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"""
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self.server_url = server_url
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self.thread_id: str | None = None
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async def send_message(self, message: str) -> AsyncIterator[dict]:
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"""Send a message and stream the response.
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Args:
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message: The user message to send
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Yields:
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AG-UI events from the server
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"""
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# Prepare the request
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request_data: dict[str, object] = {
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"messages": [
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{"role": "system", "content": "You are a helpful assistant."},
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{"role": "user", "content": message},
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]
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}
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# Include thread_id if we have one (for conversation continuity)
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if self.thread_id:
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request_data["thread_id"] = self.thread_id
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# Stream the response
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async with httpx.AsyncClient(timeout=60.0) as client:
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async with client.stream(
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"POST",
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self.server_url,
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json=request_data,
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headers={"Accept": "text/event-stream"},
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) as response:
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response.raise_for_status()
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async for line in response.aiter_lines():
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# Parse Server-Sent Events format
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if line.startswith("data: "):
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data = line[6:] # Remove "data: " prefix
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try:
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event = json.loads(data)
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yield event
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# Capture thread_id from RUN_STARTED event
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if event.get("type") == "RUN_STARTED" and not self.thread_id:
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self.thread_id = event.get("threadId")
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except json.JSONDecodeError:
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continue
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async def main():
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"""Main client loop."""
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# Get server URL from environment or use default
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server_url = os.environ.get("AGUI_SERVER_URL", "http://127.0.0.1:5100/")
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print(f"Connecting to AG-UI server at: {server_url}\n")
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client = AGUIClient(server_url)
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try:
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while True:
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# Get user input
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message = input("\nUser (:q or quit to exit): ")
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if not message.strip():
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print("Request cannot be empty.")
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continue
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if message.lower() in (":q", "quit"):
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break
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# Send message and display streaming response
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print("\n", end="")
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async for event in client.send_message(message):
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event_type = event.get("type", "")
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if event_type == "RUN_STARTED":
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thread_id = event.get("threadId", "")
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run_id = event.get("runId", "")
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print(f"\033[93m[Run Started - Thread: {thread_id}, Run: {run_id}]\033[0m")
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elif event_type == "TEXT_MESSAGE_CONTENT":
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# Stream text content in cyan
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print(f"\033[96m{event.get('delta', '')}\033[0m", end="", flush=True)
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elif event_type == "RUN_FINISHED":
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thread_id = event.get("threadId", "")
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run_id = event.get("runId", "")
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print(f"\n\033[92m[Run Finished - Thread: {thread_id}, Run: {run_id}]\033[0m")
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elif event_type == "RUN_ERROR":
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error_message = event.get("message", "Unknown error")
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print(f"\n\033[91m[Run Error - Message: {error_message}]\033[0m")
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print()
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except KeyboardInterrupt:
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print("\n\nExiting...")
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except Exception as e:
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print(f"\n\033[91mAn error occurred: {e}\033[0m")
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if __name__ == "__main__":
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asyncio.run(main())
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