Retrieval-Augmented Generation (RAG)

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