Retrieval-Augmented Generation (RAG)

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