Retrieval-Augmented Generation (RAG)

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