Retrieval-Augmented Generation (RAG)

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