Retrieval-Augmented Generation (RAG)

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