Retrieval-Augmented Generation (RAG)

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