Retrieval-Augmented Generation (RAG)

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