Retrieval-Augmented Generation (RAG)

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