Retrieval-Augmented Generation (RAG)

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