Retrieval-Augmented Generation (RAG)

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