Retrieval-Augmented Generation (RAG)

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