Retrieval-Augmented Generation (RAG)

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