Retrieval-Augmented Generation (RAG)

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