Retrieval-Augmented Generation (RAG)

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