Using only the generator without any retrieved content.

If you want to use the generator model directly without retrieving any context from the processed data, you can do so by setting the top_k parameter to 0 in the retriever module.

Using config file

retriever:
  retriever_top_k: 20

Using code

agrag = AutoGluonRAG(intialization_data)
agrag.initialize_rag_pipeline()
agrag.retriever_module.top_k = 0
agrag.generate_response("What is AutoGluon?")