Retrieval-Augmented Generation (RAG)

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