Retrieval-Augmented Generation (RAG)

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