Retrieval-Augmented Generation (RAG)

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