Retrieval-Augmented Generation (RAG)

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