Retrieval-Augmented Generation (RAG)

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