Retrieval-Augmented Generation (RAG)

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