search_main.py

from dotenv import load_dotenv
import argparse

_ = load_dotenv()
from litewebagent.core.agent_factory import setup_search_agent


def main(args):
    features = args.features.split(',') if args.features else None
    branching_factor = args.branching_factor if args.branching_factor else None

    agent = setup_search_agent(args.starting_url, args.goal, model_name=args.model, agent_type=args.agent_type,
                               features=features, branching_factor=branching_factor, log_folder=args.log_folder,
                               storage_state=args.storage_state)
    trajectories = agent.send_prompt(args.plan, args.search_algorithm)
    print(trajectories)


if __name__ == "__main__":
    parser = argparse.ArgumentParser(description="Run web automation tasks with different agent types.")
    parser.add_argument('--agent_type', type=str, default="PromptSearchAgent",
                        choices=["PromptSearchAgent"],
                        help="Type of agent to use (default: PromptSearchAgent)")
    parser.add_argument('--search_algorithm', type=str, default="bfs",
                        choices=["bfs", "dfs"])
    parser.add_argument('--model', type=str, default="gpt-4o-mini",
                        help="Model to use for the agent (default: gpt-4o-mini)")
    parser.add_argument('--starting_url', type=str, required=True,
                        help="Starting URL for the web automation task")
    parser.add_argument('--plan', type=str, required=True,
                        help="Plan for the web automation task")
    parser.add_argument('--storage_state', type=str, default="state.json",
                        help="Storage state json file")
    parser.add_argument('--goal', type=str, required=True,
                        help="Goal for the web automation task")
    parser.add_argument('--features', type=str, default="axtree",
                        help="Comma-separated list of features to use (default: None, which uses all features)")
    parser.add_argument('--branching_factor', type=int, default=None)
    parser.add_argument('--log_folder', type=str, default='log', help='Path to the log folder')
    args = parser.parse_args()
    main(args)