Retrieval-Augmented Generation (RAG)

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