Retrieval-Augmented Generation (RAG)

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