Retrieval-Augmented Generation (RAG)

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