Retrieval-Augmented Generation (RAG)

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