Retrieval-Augmented Generation (RAG)

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