Retrieval-Augmented Generation (RAG)

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