Retrieval-Augmented Generation (RAG)

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