Retrieval-Augmented Generation (RAG)

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