Retrieval-Augmented Generation (RAG)

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