Retrieval-Augmented Generation (RAG)

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