Retrieval-Augmented Generation (RAG)

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