Retrieval-Augmented Generation (RAG)

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