Retrieval-Augmented Generation (RAG)

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