Retrieval-Augmented Generation (RAG)

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