Retrieval-Augmented Generation (RAG)

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