Retrieval-Augmented Generation (RAG)

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