Retrieval-Augmented Generation (RAG)

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