Retrieval-Augmented Generation (RAG)

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