Retrieval-Augmented Generation (RAG)

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