Retrieval-Augmented Generation (RAG)

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