Retrieval-Augmented Generation (RAG)

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