Retrieval-Augmented Generation (RAG)

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