Retrieval-Augmented Generation (RAG)

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