Retrieval-Augmented Generation (RAG)

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