Retrieval-Augmented Generation (RAG)

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