"""This example demonstrates a human user interacting with a coder agent and a executor agent to generate and execute code snippets. The user and the agents take turn sequentially to write input, generate code snippets and execute them, orchestrated by an round-robin orchestrator agent. The code snippets are executed inside a docker container. """ import asyncio import json import logging import os from autogen_core import EVENT_LOGGER_NAME, AgentId, AgentProxy, SingleThreadedAgentRuntime from autogen_core.code_executor import CodeBlock from autogen_core.models._model_client import ChatCompletionClient from autogen_ext.code_executors.docker import DockerCommandLineCodeExecutor from autogen_magentic_one.agents.coder import Coder, Executor from autogen_magentic_one.agents.orchestrator import RoundRobinOrchestrator from autogen_magentic_one.agents.user_proxy import UserProxy from autogen_magentic_one.messages import RequestReplyMessage from autogen_magentic_one.utils import LogHandler async def confirm_code(code: CodeBlock) -> bool: response = await asyncio.to_thread( input, f"Executor is about to execute code (lang: {code.language}):\n{code.code}\n\nDo you want to proceed? (yes/no): ", ) return response.lower() == "yes" async def main() -> None: # Create the runtime. runtime = SingleThreadedAgentRuntime() model_client = ChatCompletionClient.load_component(json.loads(os.environ["CHAT_COMPLETION_CLIENT_CONFIG"])) async with DockerCommandLineCodeExecutor() as code_executor: # Register agents. await Coder.register(runtime, "Coder", lambda: Coder(model_client=model_client)) coder = AgentProxy(AgentId("Coder", "default"), runtime) await Executor.register( runtime, "Executor", lambda: Executor("A agent for executing code", executor=code_executor, confirm_execution=confirm_code), ) executor = AgentProxy(AgentId("Executor", "default"), runtime) await UserProxy.register( runtime, "UserProxy", lambda: UserProxy(description="The current user interacting with you."), ) user_proxy = AgentProxy(AgentId("UserProxy", "default"), runtime) await RoundRobinOrchestrator.register( runtime, "orchestrator", lambda: RoundRobinOrchestrator([coder, executor, user_proxy]), ) runtime.start() await runtime.send_message(RequestReplyMessage(), user_proxy.id) await runtime.stop_when_idle() if __name__ == "__main__": logger = logging.getLogger(EVENT_LOGGER_NAME) logger.setLevel(logging.INFO) log_handler = LogHandler() logger.handlers = [log_handler] asyncio.run(main())