Retrieval-Augmented Generation (RAG)

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