Retrieval-Augmented Generation (RAG)

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