Retrieval-Augmented Generation (RAG)

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