Retrieval-Augmented Generation (RAG)

quality layers prozess hyperparameter rag learn technology people study dataset learning results algorithmen zeigt times llm umfasst optimierung vergleich analyse erzeugen improved methode genauigkeit retrieval project asset text deutschland performance improve situation augmented models intelligenz ergebnisse based creating information input development entwicklung ki-modelle optimization methods generation contact tuning applications digital technik engineering model selection training system entwicklungen platform cases optimieren method large benchmark tools modell tokenization lage prozent leistung language zero-shot fähigkeit algorithm generieren work data machine tool point powerful security code fine-tuning datasets informationen llms key output process modells daten deep knowledge systems künstliche content analysis specific modelle user