Retrieval-Augmented Generation (RAG)

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