import asyncio import logging # from typing import Any, Dict, List, Tuple, Union from agnext.application import SingleThreadedAgentRuntime from agnext.components.models import ( AzureOpenAIChatCompletionClient, ModelCapabilities, UserMessage, ) from agnext.components.code_executor import LocalCommandLineCodeExecutor from agnext.application.logging import EVENT_LOGGER_NAME from team_one.agents.coder import Coder, Executor from team_one.agents.orchestrator import RoundRobinOrchestrator from team_one.messages import BroadcastMessage, OrchestrationEvent async def main() -> None: # Create the runtime. runtime = SingleThreadedAgentRuntime() # Create the AzureOpenAI client, with AAD auth # token_provider = get_bearer_token_provider(DefaultAzureCredential(), "https://cognitiveservices.azure.com/.default") client = AzureOpenAIChatCompletionClient( api_version="2024-02-15-preview", azure_endpoint="https://aif-complex-tasks-west-us-3.openai.azure.com/", model="gpt-4o-2024-05-13", model_capabilities=ModelCapabilities( function_calling=True, json_output=True, vision=True ), # azure_ad_token_provider=token_provider ) # Register agents. coder = await runtime.register_and_get_proxy( "Coder", lambda: Coder(model_client=client), ) executor = await runtime.register_and_get_proxy( "Executor", lambda: Executor( "A agent for executing code", executor=LocalCommandLineCodeExecutor() ), ) await runtime.register("orchestrator", lambda: RoundRobinOrchestrator([coder, executor])) prompt = "" with open("prompt.txt", "rt") as fh: prompt = fh.read() entry_point = "__ENTRY_POINT__" task = f""" The following python code imports the `run_tests` function from unit_tests.py, and runs it on the function `{entry_point}`. This will run a set of automated unit tests to verify the correct implementation of `{entry_point}`. However, `{entry_point}` is only partially implemented in the code below. Complete the implementation of `{entry_point}` and then execute a new stand-alone code block that contains everything needed to run the tests, including: importing `unit_tests`, calling `run_tests({entry_point})`, as well as {entry_point}'s complete definition, such that this code block can be run directly in Python. ```python from unit_tests import run_tests {prompt} # Run the unit tests run_tests({entry_point}) ``` """.strip() run_context = runtime.start() await runtime.publish_message( BroadcastMessage(content=UserMessage(content=task, source="human")), namespace="default", ) await run_context.stop_when_idle() class MyHandler(logging.Handler): def __init__(self) -> None: super().__init__() def emit(self, record: logging.LogRecord) -> None: try: if isinstance(record.msg, OrchestrationEvent): print(f"""--------------------------------------------------------------------------- \033[91m{record.msg.source}:\033[0m {record.msg.message}""", flush=True) except Exception: self.handleError(record) if __name__ == "__main__": logger = logging.getLogger(EVENT_LOGGER_NAME) logger.setLevel(logging.INFO) my_handler = MyHandler() logger.handlers = [my_handler] asyncio.run(main())