Retrieval-Augmented Generation (RAG)

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