Retrieval-Augmented Generation (RAG)

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