Retrieval-Augmented Generation (RAG)

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