Retrieval-Augmented Generation (RAG)

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