Retrieval-Augmented Generation (RAG)

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