Retrieval-Augmented Generation (RAG)

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