Retrieval-Augmented Generation (RAG)

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