Retrieval-Augmented Generation (RAG)

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