Retrieval-Augmented Generation (RAG)

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