Retrieval-Augmented Generation (RAG)

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