Retrieval-Augmented Generation (RAG)

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