Retrieval-Augmented Generation (RAG)

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