Retrieval-Augmented Generation (RAG)

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