Retrieval-Augmented Generation (RAG)

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