Retrieval-Augmented Generation (RAG)

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