Retrieval-Augmented Generation (RAG)

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