Retrieval-Augmented Generation (RAG)

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