Retrieval-Augmented Generation (RAG)

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