Retrieval-Augmented Generation (RAG)

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