Retrieval-Augmented Generation (RAG)

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