Retrieval-Augmented Generation (RAG)

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