Retrieval-Augmented Generation (RAG)

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