Retrieval-Augmented Generation (RAG)

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