Retrieval-Augmented Generation (RAG)

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