Retrieval-Augmented Generation (RAG)

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