Retrieval-Augmented Generation (RAG)

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