Retrieval-Augmented Generation (RAG)

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