Retrieval-Augmented Generation (RAG)

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