Retrieval-Augmented Generation (RAG)

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