Retrieval-Augmented Generation (RAG)

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