Retrieval-Augmented Generation (RAG)

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