Retrieval-Augmented Generation (RAG)

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