Modeling-LLM-agent/main.py at main · NaoMod/Modeling-LLM-agent · GitHub

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from dataset_generation.generation.dataset_generation import generate
from dataset_generation.generation.dataset_transition import transform
from dataset_generation.generation.instruction_generator import generate_evenly_balanced_dataset
from generic_tool_agents.langchain_agent.evaluation.evaluator import evaluate_atl_langchain_agent
from generic_tool_agents.langgraph_agent.evaluation.evaluator import evaluate_atl_langgraph_agent
from specific_tool_agents.enhanced_specific_agent.evaluation.evaluator import evaluate_enhanced_atl_transformation
from specific_tool_agents.langgraph_agent.evaluation.evaluator import  evaluate_atl_transformation_langgraph


if __name__ == "__main__":

    # Patterns generation
    generate_evenly_balanced_dataset()
    # First dataset generation
    generate()
    # Second dataset generation
    transform()
    # Evaluation process
    # ATL engine agent with LangChain
    evaluate_atl_langchain_agent()
    # ATL engine agent with LangGraph
    evaluate_atl_langgraph_agent()
    # ATL transformation-aware agent
    evaluate_atl_transformation_langgraph()
    # ATL transformation-aware agent
    evaluate_enhanced_atl_transformation()