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AgentVerse
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agentverse_command/__init__.py
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agentverse_command/benchmark.py
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import logging
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import os
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import json
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import shutil
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# from agentverse.agentverse import AgentVerse
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from agentverse.tasksolving import TaskSolving
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from agentverse.logging import get_logger
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from argparse import ArgumentParser
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import asyncio
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from dataloader import dataloader_registry
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parser = ArgumentParser()
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parser.add_argument("--task", type=str, default="tasksolving/responsegen")
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parser.add_argument(
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"--tasks_dir",
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type=str,
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default=os.path.join(os.path.dirname(__file__), "..", "agentverse", "tasks"),
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)
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parser.add_argument("--dataset_path", type=str, required=True)
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parser.add_argument("--output_path", type=str, default=None)
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parser.add_argument("--has_tools", action="store_true")
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parser.add_argument("--tool_tmp_path", type=str)
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parser.add_argument("--overwrite", action="store_true")
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parser.add_argument("--debug", action="store_true")
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args = parser.parse_args()
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logger = get_logger()
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logger.set_level(logging.DEBUG if args.debug else logging.INFO)
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def get_dataloader(task, dataset_path):
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return dataloader_registry.build(task, path=dataset_path)
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def cli_main():
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dataloader = get_dataloader(args.task, args.dataset_path)
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if args.output_path is None:
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os.makedirs(f"./results/{args.task}", exist_ok=True)
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args.output_path = f"./results/{args.task}"
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else:
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os.makedirs(args.output_path, exist_ok=True)
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shutil.copyfile(
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f"{args.tasks_dir}/{args.task}/config.yaml",
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f"{args.output_path}/config.yaml",
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)
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skip_cnt = 0
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if not args.overwrite and os.path.exists(f"{args.output_path}/results.jsonl"):
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with open(f"{args.output_path}/results.jsonl", "r") as f:
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for line in f:
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if line.strip():
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skip_cnt += 1
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f = open(f"{args.output_path}/results.jsonl", "w" if args.overwrite else "a")
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for i, example in enumerate(dataloader):
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if i < skip_cnt:
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continue
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logger.info(f"Input: {example['input']}\nAnswer: {example['answer']}")
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if args.has_tools:
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assert args.tool_tmp_path is not None
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with open(args.tool_tmp_path, "w") as f:
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f.write(json.dumps(example["tools"]))
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agentverse = TaskSolving.from_task(args.task, args.tasks_dir)
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agentverse.environment.set_task_description(example["input"])
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# print(args.single_agent)
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# print(args.discussion_mode)
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# exit()
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plan, result, logs = agentverse.run()
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f.write(
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json.dumps(
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{
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"input": example["input"],
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"response": plan,
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"label": example["answer"],
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"logs": logs,
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}
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)
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+ "\n"
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)
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f.flush()
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f.close()
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if __name__ == "__main__":
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cli_main()
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agentverse_command/main_simulation_cli.py
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import os
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import logging
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from argparse import ArgumentParser
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from agentverse.logging import logger
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from agentverse.simulation import Simulation
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parser = ArgumentParser()
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parser.add_argument("--task", type=str, default="simulation/prisoner_dilemma")
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parser.add_argument(
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"--tasks_dir",
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type=str,
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default=os.path.join(os.path.dirname(__file__), "..", "agentverse", "tasks"),
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)
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parser.add_argument("--debug", action="store_true")
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args = parser.parse_args()
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logger.set_level(logging.DEBUG if args.debug else logging.INFO)
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def cli_main():
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agentverse = Simulation.from_task(args.task, args.tasks_dir)
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agentverse.run()
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if __name__ == "__main__":
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cli_main()
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agentverse_command/main_simulation_gui.py
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import os
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from agentverse.gui import GUI
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from argparse import ArgumentParser
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parser = ArgumentParser()
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parser.add_argument("--task", type=str, default="simulation/nlp_classroom_9players")
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parser.add_argument(
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"--tasks_dir",
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type=str,
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default=os.path.join(os.path.dirname(__file__), "..", "agentverse", "tasks"),
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)
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args = parser.parse_args()
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def cli_main():
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ui = GUI(args.task, args.tasks_dir)
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ui.launch()
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if __name__ == "__main__":
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cli_main()
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agentverse_command/main_tasksolving_cli.py
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import os
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import logging
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# from agentverse.agentverse import AgentVerse
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from agentverse.tasksolving import TaskSolving
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from agentverse.gui import GUI
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from agentverse.logging import logger
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from argparse import ArgumentParser
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parser = ArgumentParser()
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parser.add_argument(
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"--task",
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type=str,
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default="tasksolving/brainstorming",
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)
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parser.add_argument("--debug", action="store_true")
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parser.add_argument(
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"--tasks_dir",
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type=str,
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default=os.path.join(os.path.dirname(__file__), "..", "agentverse", "tasks"),
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)
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args = parser.parse_args()
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logger.set_level(logging.DEBUG if args.debug else logging.INFO)
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def cli_main():
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agentversepipeline = TaskSolving.from_task(args.task, args.tasks_dir)
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agentversepipeline.run()
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if __name__ == "__main__":
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cli_main()
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