Environment

environment.yml

Directory Structure

framework/ 
├── NODE_LEVEL/ # automl source code 
├── GRAPH_LEVEL/ # automl source code 
├── LINK_LEVEL/ # automl source code 
├── all-MiniLM-L6-v2/ # Pretrained language model, can be downloaded from https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2 
├── knowledge_base/ # Knowledge base file directory 
├── manager.py # Manager agent 
├── data.py # Data agent 
├── configuration.py # Configuration agent 
├── search.py # Evaluation agent 
├── tune.py # Evaluation agent 
├── response.py # Evaluation agent 
├── knowledge.py # Knowledge agent 
├── main.py # Entry point file 
├── llm_api.py # LLM API call 
└── retrive.py # Retriever

Run Example

cd framework
python main.py --dataset actor