Retrieval-Augmented Generation (RAG)

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