Retrieval-Augmented Generation (RAG)

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