Retrieval-Augmented Generation (RAG)

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