Retrieval-Augmented Generation (RAG)

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