Retrieval-Augmented Generation (RAG)

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