Retrieval-Augmented Generation (RAG)

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