Retrieval-Augmented Generation (RAG)

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