Retrieval-Augmented Generation (RAG)

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