Retrieval-Augmented Generation (RAG)

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