Retrieval-Augmented Generation (RAG)

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