Retrieval-Augmented Generation (RAG)

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