Retrieval-Augmented Generation (RAG)

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